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Category:
Language:
English
Total Size:
10.9 GB
Info Hash:
879E9855C7BFF5A0A9F1D414B22EC390C064ED7B
Added By:
Added:
June 2, 2023, 12:53 a.m.
Stats:
|
(Last updated: May 17, 2025, 6:25 a.m.)
| File | Size |
|---|---|
| 05. Duck Tail- An Object Introspection Tool~.mp4 | 53.2 MB |
| Downloaded from Ahlanedu.com.txt | 996 bytes |
| final thumbnail.png | 420.1 KB |
| Post.txt | 3.2 KB |
| Visit us at www.Ahlanedu.com.url | 51 bytes |
| finding-relationships-data-python~.zip | 5.5 MB |
| 01. Course Overview~.mp4 | 3.6 MB |
| 01. Module Overview~.mp4 | 1.7 MB |
| 02. Prerequisites and Course Outline.mp4 | 1.5 MB |
| 03. Statistics in Understanding Data.mp4 | 6.4 MB |
| 04. Measures of Central Tendency and Dispersion.mp4 | 7.7 MB |
| 05. Bivariate and Multivariate Descriptive Statistics.mp4 | 4.6 MB |
| 06. Demo- Loading Cleaning and Preparing Data.mp4 | 10.6 MB |
| 07. Demo- Exploring and Visualizing Relationships.mp4 | 13.2 MB |
| 08. Demo- Calculating and Visualizing Correlations.mp4 | 17.3 MB |
| 09. Autocorrelation~.mp4 | 2.2 MB |
| 10. Demo- Calculating and Visualizing Autocorrelation.mp4 | 10.0 MB |
| 11. Demo- Line Plots and Bar Graphs.mp4 | 7.8 MB |
| 12. Demo- Box Plots Violin Plots and Pie Charts.mp4 | 9.7 MB |
| 13. Module Summary~.mp4 | 1.7 MB |
| 01. Module Overview.mp4 | 3.5 MB |
| 02. Kernel Density Estimation.mp4 | 5.1 MB |
| 03. Demo- Histograms, KDE Plots, Rug Plots.mp4 | 14.7 MB |
| 04. Demo- Exploring Continuous and Categorical Relationships.mp4 | 13.2 MB |
| 05. Demo- Pairwise Relationships.mp4 | 13.1 MB |
| 06. Demo- Visualizing Multiple Relationships with Facets.mp4 | 8.0 MB |
| 07. Module Summary.mp4 | 1.8 MB |
| 01. Module Overview.mp4 | 2.0 MB |
| 02. Introducing Altair.mp4 | 4.1 MB |
| 03. Demo- Getting Started with Altair.mp4 | 17.0 MB |
| 04. Demo- Simple Altair Plots to Slice and Explore Data.mp4 | 10.9 MB |
| 05. Demo- Visualizing Relationships Using Binning and Aggregation.mp4 | 8.0 MB |
| 06. Demo- Interactive Visualizations with Altair.mp4 | 17.6 MB |
| 07. Introducing Plotly.mp4 | 2.3 MB |
| 08. Demo- Interactive Visualizations for Financial Data Using Plotly.mp4 | 11.8 MB |
| 09. Demo- Geographical Plots Using Bubble Maps.mp4 | 7.0 MB |
| 10. Summary and Further Study.mp4 | 1.9 MB |
| interpreting-data-descriptive-statistics-python~.zip | 4.4 MB |
| 01. Course Overview~.mp4 | 3.2 MB |
| 01. Module Summary~.mp4 | 2.1 MB |
| 02. Prerequisites and Course Outline.mp4 | 1.5 MB |
| 03. Introducing Descriptive Statistics.mp4 | 5.4 MB |
| 04. Measures of Central Tendency.mp4 | 10.4 MB |
| 05. Measures of Dispersion.mp4 | 6.7 MB |
| 06. Understanding Variance.mp4 | 3.7 MB |
| 07. The Gaussian Distribution.mp4 | 5.1 MB |
| 08. Sampling Distribution to Estimate Population Mean.mp4 | 10.1 MB |
| 09. Confidence Intervals.mp4 | 9.2 MB |
| 10. Skewness and Kurtosis.mp4 | 6.7 MB |
| 11. Covariance and Correlation.mp4 | 6.2 MB |
| 12. Module Summary~.mp4 | 1.8 MB |
| 01. Module Overview.mp4 | 3.2 MB |
| 02. Demo- Getting Started with Pandas.mp4 | 8.8 MB |
| 03. Demo- Mean and Median.mp4 | 12.3 MB |
| 04. Demo- Influence of Outliers on Mean and Median.mp4 | 8.7 MB |
| 05. Demo- Quantiles and the Interquartile Range.mp4 | 10.5 MB |
| 06. Demo- Variance and Standard Deviation.mp4 | 6.0 MB |
| 07. Demo- Interpreting and Visualizing Summary Statistics.mp4 | 10.7 MB |
| 08. Demo- Skewness and Kurtosis.mp4 | 9.0 MB |
| 09. Demo- Covariance and Correlation.mp4 | 12.5 MB |
| 10. Demo- Calculating and Visualizing Confidence Intervals.mp4 | 11.0 MB |
| 11. Module Summary.mp4 | 2.2 MB |
| 01. Module Overview.mp4 | 3.2 MB |
| 02. Demo- Mean and Median.mp4 | 10.9 MB |
| 03. Demo- Influence of Outliers and Mode.mp4 | 6.2 MB |
| 04. Demo- Interquartile Range Variance and Standard Deviation.mp4 | 12.5 MB |
| 05. Demo- Z-scores Using SciPy.mp4 | 12.3 MB |
| 06. Demo- Skewness and Kurtosis for Stock Returns.mp4 | 9.8 MB |
| 07. Demo- Descriptive Statistics and Regression Analysis on Bivariate and Multivariate Data.mp4 | 14.6 MB |
| 08. Demo- Calculating and Interpreting Confidence Intervals.mp4 | 5.4 MB |
| 09. Summary and Further Study.mp4 | 2.6 MB |
| interpreting-data-using-statistical-models-python~.zip | 4.7 MB |
| 01. Course Overview~.mp4 | 3.6 MB |
| 01. Module Overview~.mp4 | 2.3 MB |
| 02. Prerequisites and Course Outline.mp4 | 1.8 MB |
| 03. Descriptive Statistics to Summarize Data.mp4 | 6.4 MB |
| 04. Introducing Hypothesis Testing.mp4 | 7.7 MB |
| 05. Lady Tasting Tea~.mp4 | 7.7 MB |
| 06. The Power, Alpha and p-value of a Statistical Test.mp4 | 3.8 MB |
| 07. Introducing the t-test~.mp4 | 6.2 MB |
| 08. One Sample Location t-test and the Z-Test.mp4 | 4.7 MB |
| 09. Other Types of t-tests~.mp4 | 9.8 MB |
| 10. One-way ANOVA~.mp4 | 9.9 MB |
| 11. Two-way ANOVA~.mp4 | 3.8 MB |
| 12. Pearson's Chi2 Test~.mp4 | 6.8 MB |
| 13. Module Summary~.mp4 | 2.2 MB |
| 01. Module Overview~.mp4 | 2.0 MB |
| 02. Demo- Preparing Data for Hypothesis Testing.mp4 | 16.1 MB |
| 03. Demo- Performing the Independent t-test.mp4 | 12.8 MB |
| 04. Demo- Performing Welch's t-test.mp4 | 13.2 MB |
| 05. Demo- Performing the Paired Difference t-test.mp4 | 10.4 MB |
| 06. Demo- One-way ANOVA and Tukey's Honest Significant Difference Test.mp4 | 10.6 MB |
| 07. Demo- Two-way ANOVA~.mp4 | 17.9 MB |
| 08. Demo- Chi2 Analysis~.mp4 | 15.0 MB |
| 09. Module Summary~.mp4 | 2.1 MB |
| 01. Module Overview.mp4 | 1.8 MB |
| 02. Introducing Linear Regression.mp4 | 5.4 MB |
| 03. Minimizing Mean Square Error.mp4 | 4.8 MB |
| 04. Multiple Regression and Adjusted R-square.mp4 | 6.9 MB |
| 05. Demo- Preparing Data for Simple Linear Regression.mp4 | 12.1 MB |
| 06. Demo- Linear Regression Using Analytical and Machine Learning Techniques.mp4 | 10.3 MB |
| 07. Demo- Visualizing Correlations in Data.mp4 | 7.2 MB |
| 08. Demo- Selecting Relevant Features for Multiple Regression Using Correlations.mp4 | 11.4 MB |
| 09. Demo- Selecting Relevant Features for Multiple Regression Using Mutual Information.mp4 | 5.5 MB |
| 10. Module Summary.mp4 | 1.9 MB |
| 01. Module Overview.mp4 | 2.4 MB |
| 02. The Intuition behind Logistic Regression.mp4 | 8.9 MB |
| 03. Logistic Regression and Linear Regression.mp4 | 4.8 MB |
| 04. Accuracy, Precision, and Recall.mp4 | 8.3 MB |
| 05. Demo- Performing Classification Using Logistic Regression.mp4 | 12.8 MB |
| 06. Demo- Selecting Features Using Chi2, ANOVA, and Mutual Information.mp4 | 14.1 MB |
| 07. Summary and Further Study.mp4 | 2.7 MB |
| Finding Relationships in Data with Python [AhLaN]~.jpg | 887.2 KB |
| Interpreting Data Using Descriptive Statistics with Python [AhLaN]~.jpg | 691.7 KB |
| Interpreting Data Using Statistical Models with Python [AhLaN]~.jpg | 902.1 KB |
| Post~.txt | 8.9 KB |
| advanced-python~.zip | 7.8 MB |
| 01. Course Overview~.mp4 | 5.2 MB |
| 01. Advanced Python~.mp4 | 11.9 MB |
| 02. Introducing Advanced Flow Control~.mp4 | 679.6 KB |
| 03. Loop-else Clauses and While-else~.mp4 | 6.9 MB |
| 04. While-else for Evaluating Stack Programs~.mp4 | 18.9 MB |
| 05. For-else Clauses and Handling Search Failure~.mp4 | 6.8 MB |
| 06. Alternatives to Loop-else Clauses~.mp4 | 3.9 MB |
| 07. Try-else Clauses~.mp4 | 2.4 MB |
| 08. Emulating Switch Statements~.mp4 | 18.5 MB |
| 09. Dispatching on Type~.mp4 | 23.7 MB |
| 10. Double Dispatch with Methods~.mp4 | 11.6 MB |
| 11. Summary~.mp4 | 3.8 MB |
| 01. Everything Is Bits and Bytes~.mp4 | 1.4 MB |
| 02. Bitwise Operations on Integers~.mp4 | 11.2 MB |
| 03. Byte-wise Operations with Integers~.mp4 | 4.3 MB |
| 04. The Bytes Type in Depth~.mp4 | 7.4 MB |
| 05. The bytearray Type~.mp4 | 4.2 MB |
| 06. Interpreting Binary Structures~.mp4 | 35.3 MB |
| 07. The memoryview Type~.mp4 | 23.5 MB |
| 08. Memory-mapped Files~.mp4 | 15.2 MB |
| 09. Summary~.mp4 | 2.7 MB |
| 01. Introducing Object Internals~.mp4 | 904.3 KB |
| 02. How are Python Objects Represented-~.mp4 | 10.1 MB |
| 03. Overriding __getattr__~.mp4 | 4.3 MB |
| 04. Overriding __setattr__~.mp4 | 1.5 MB |
| 05. Pitfalls with __getattr__~.mp4 | 8.3 MB |
| 06. Overriding __delattr__~.mp4 | 2.3 MB |
| 07. Customizing Attribute Storage~.mp4 | 7.4 MB |
| 08. Direct vs. Indirect Access to __dict__~.mp4 | 1.1 MB |
| 09. Overriding __getattribute__~.mp4 | 9.9 MB |
| 10. Attribute Lookup for Special Methods~.mp4 | 5.9 MB |
| 11. Where are Methods Stored-~.mp4 | 3.6 MB |
| 12. Trading Size for Dynamism with Slots~.mp4 | 9.1 MB |
| 13. Summary~.mp4 | 2.1 MB |
| 01. Introducing Descriptors~.mp4 | 9.9 MB |
| 02. Properties are Descriptors~.mp4 | 13.3 MB |
| 03. Implementing a Descriptor~.mp4 | 21.8 MB |
| 04. Calling Descriptors on Classes~.mp4 | 4.2 MB |
| 05. Data vs. Non-data Descriptors~.mp4 | 6.3 MB |
| 06. Summary~.mp4 | 3.0 MB |
| 01. Instance Creation~.mp4 | 10.2 MB |
| 02. Allocation with __new__()~.mp4 | 7.4 MB |
| 03. Customizing Allocation~.mp4 | 9.2 MB |
| 04. Summary~.mp4 | 1.2 MB |
| 01. Metaclasses~.mp4 | 4.4 MB |
| 02. Class Allocation and Initialization~.mp4 | 24.2 MB |
| 03. Metaclass Keyword Arguments~.mp4 | 10.1 MB |
| 04. Metaclass Method Visibility~.mp4 | 5.9 MB |
| 05. Metaclass __call__ - The Instance Constructor~.mp4 | 13.0 MB |
| 06. A Practical Metaclass Example~.mp4 | 12.3 MB |
| 07. Naming Descriptors Using Metaclasses~.mp4 | 12.8 MB |
| 08. Metaclasses and Inheritance~.mp4 | 14.2 MB |
| 09. Summary~.mp4 | 2.5 MB |
| 01. Class Decorators~.mp4 | 6.1 MB |
| 02. Enforcing Class Invariants~.mp4 | 13.9 MB |
| 03. Detecting and Wrapping Properties~.mp4 | 11.1 MB |
| 04. Chaining Class Decorators~.mp4 | 7.3 MB |
| 05. Summary~.mp4 | 537.3 KB |
| 01. Introducing Abstract Base Classes~.mp4 | 7.8 MB |
| 02. Abstract Base Classes in Python~.mp4 | 7.5 MB |
| 03. Abstract Base Classes in Practice~.mp4 | 8.6 MB |
| 04. Non-transitive Subclass Relationships~.mp4 | 3.2 MB |
| 05. Method Resolution with Virtual Base Classes~.mp4 | 3.4 MB |
| 06. Library Support for Abstract Base Classes~.mp4 | 5.4 MB |
| 07. Virtual Subclass Registration~.mp4 | 1.8 MB |
| 08. Combining Subclass Detection and Registration~.mp4 | 5.7 MB |
| 09. The ABC Convenience Base Class~.mp4 | 966.0 KB |
| 10. Declaring Abstract Methods~.mp4 | 8.0 MB |
| 11. Combining Method Decorators~.mp4 | 5.7 MB |
| 12. Improving @invariant with ABCs~.mp4 | 17.9 MB |
| 13. Summary~.mp4 | 12.2 MB |
| full-stack-web-development-python-web2py~.zip | 7.0 MB |
| 01. Introduction~.mp4 | 10.4 MB |
| 02. Course Overview~.mp4 | 3.8 MB |
| 01. Download and Start WEB2PY~.mp4 | 14.0 MB |
| 02. Model-View-Controller~.mp4 | 8.2 MB |
| 03. Build Our First Web Page~.mp4 | 13.9 MB |
| 04. Request Object~.mp4 | 21.9 MB |
| 05. Response Object~.mp4 | 5.3 MB |
| 06. Business Rules and Libraries~.mp4 | 5.2 MB |
| 07. Deploying Our App~.mp4 | 12.6 MB |
| 01. Build a Blog App~.mp4 | 1.9 MB |
| 02. Design the Application and Database.mp4 | 2.1 MB |
| 03. Use Models and Validators to Define Data Elements.mp4 | 20.6 MB |
| 04. Build the Post Page with WEB2PY SQLFORMs.mp4 | 15.2 MB |
| 05. Update Records with SQLFORMS.mp4 | 11.7 MB |
| 06. Build the View Page~.mp4 | 7.9 MB |
| 07. Summary - Inserting and Updating Records.mp4 | 1.2 MB |
| 01. Introduction to Database Administration~.mp4 | 2.1 MB |
| 02. Importing CSV Files~.mp4 | 17.2 MB |
| 03. Query Database Records~.mp4 | 15.5 MB |
| 04. Insert, Update, and Delete Database Records~.mp4 | 19.5 MB |
| 05. Export CSV Files and Render Data to HTML, JSON, or XML.mp4 | 18.3 MB |
| 06. Summary~.mp4 | 924.9 KB |
| 01. Introduction~.mp4 | 1.0 MB |
| 02. Sample Filters and Sorts~.mp4 | 18.3 MB |
| 03. Demo - Contacts App~.mp4 | 32.2 MB |
| 01. Introduction~.mp4 | 3.5 MB |
| 02. Account Registration~.mp4 | 12.4 MB |
| 03. Access Control~.mp4 | 11.1 MB |
| 04. Miscellaneous Topics~.mp4 | 1.8 MB |
| 05. Summary~.mp4 | 1.7 MB |
| 01. Relational Database Concepts~.mp4 | 7.4 MB |
| 02. Execute SQL~.mp4 | 16.4 MB |
| 03. Dictionaries~.mp4 | 13.7 MB |
| 04. Reference Integrity~.mp4 | 11.1 MB |
| 05. Summary~.mp4 | 3.0 MB |
| 01. Introduction~.mp4 | 2.0 MB |
| 02. Sessions~.mp4 | 15.9 MB |
| 03. SQL Form Factories~.mp4 | 15.3 MB |
| 04. Demo - Prime Numbers~.mp4 | 5.9 MB |
| 05. Summary~.mp4 | 1.9 MB |
| 01. Introduction~.mp4 | 3.2 MB |
| 02. Demo - Farm Fresh App~.mp4 | 7.3 MB |
| 03. Demo - Model Code~.mp4 | 8.0 MB |
| 04. Demo - Controller Code~.mp4 | 18.7 MB |
| 05. Demo - View Code~.mp4 | 10.8 MB |
| 06. Demo - Menu Code~.mp4 | 6.9 MB |
| 07. Summary~.mp4 | 2.0 MB |
| managing-python-packages-virtual-environments~.zip | 3.5 MB |
| 01. Course Overview~.mp4 | 2.4 MB |
| 01. Introduction~.mp4 | 6.2 MB |
| 02. Getting Started~.mp4 | 5.5 MB |
| 03. Demo- Installing pip on Windows~.mp4 | 7.4 MB |
| 04. Installing pip on Mac OS or Linux.mp4 | 1.7 MB |
| 05. Demo- Linux Installation~.mp4 | 7.5 MB |
| 06. Demo- Package Management with pip.mp4 | 8.4 MB |
| 07. Demo- Getting Package Information with pip.mp4 | 8.4 MB |
| 08. Review~.mp4 | 1.9 MB |
| 09. Demo- Where Are Packages Installed-.mp4 | 7.9 MB |
| 10. Demo- A Better Way to Call pip~.mp4 | 6.3 MB |
| 01. About Virtual Environments.mp4 | 2.6 MB |
| 02. Creating a Virtual Environment.mp4 | 8.8 MB |
| 03. Working Inside a Virtual Environment.mp4 | 7.9 MB |
| 04. Review~.mp4 | 3.1 MB |
| 05. Managing Project Requirements.mp4 | 11.9 MB |
| 06. Projects, Requirements, and Versions.mp4 | 4.9 MB |
| 07. A Real-world Example.mp4 | 12.4 MB |
| 08. Another Example- Testing with Tox.mp4 | 11.8 MB |
| 01. Intro and Installation.mp4 | 10.5 MB |
| 02. Working with virtualenvwrapper.mp4 | 10.3 MB |
| 03. Review~.mp4 | 5.2 MB |
| 01. Introducing pipenv and poetry~.mp4 | 10.4 MB |
| 02. Pipenv~.mp4 | 12.6 MB |
| 03. Poetry~.mp4 | 10.2 MB |
| 04. Conclusion~.mp4 | 1.8 MB |
| python-best-practices-code-quality~.zip | 4.7 MB |
| 01. Course Overview~.mp4 | 3.1 MB |
| 01. Introduction- What Is a PEP-.mp4 | 6.7 MB |
| 02. Overview of PEP8~.mp4 | 3.0 MB |
| 03. Demo- Applying PEP8 Rules to Your Code.mp4 | 21.8 MB |
| 04. Review- PEP8~.mp4 | 2.3 MB |
| 05. Demo- Commandline Tools- Pylint.mp4 | 22.4 MB |
| 06. Demo- Commandline Tools- Pycodestyle and Black.mp4 | 7.5 MB |
| 07. Module Summary~.mp4 | 729.4 KB |
| 01. Introduction- Docstrings and Sphinx~.mp4 | 4.7 MB |
| 02. Demo- Getting Started with Sphinx~.mp4 | 13.5 MB |
| 03. Demo- Introducing reStructuredText~.mp4 | 8.2 MB |
| 04. Review- Sphinx and reStructuredText~.mp4 | 3.8 MB |
| 05. Demo- A Python Project with Docstrings~.mp4 | 11.6 MB |
| 06. Demo- Using Apidoc to Generate Documentation from Python Code.mp4 | 17.9 MB |
| 07. Review- Apidoc~.mp4 | 5.3 MB |
| 01. Introduction- Static Typing and Type Hints.mp4 | 4.1 MB |
| 02. Demo- Type Hints~.mp4 | 9.4 MB |
| 03. Review- Type Hints~.mp4 | 6.9 MB |
| 04. Demo- Adding Type Hints to Our Project~.mp4 | 26.5 MB |
| 05. Demo- mypy~.mp4 | 3.7 MB |
| 06. Summary~.mp4 | 777.1 KB |
| python-beyond-basics~.zip | 24.7 MB |
| 01. Prerequisites~.mp4 | 14.6 MB |
| 01. Packages~.mp4 | 6.5 MB |
| 02. Imports from sys.path~.mp4 | 15.1 MB |
| 03. Implementing Packages~.mp4 | 8.3 MB |
| 04. Subpackages~.mp4 | 3.3 MB |
| 05. Example- A Full Program~.mp4 | 4.9 MB |
| 06. Relative Imports~.mp4 | 5.3 MB |
| 07. Controlling Imports with __all__~.mp4 | 5.5 MB |
| 08. Namespace Packages~.mp4 | 7.9 MB |
| 09. Executable Directories~.mp4 | 7.1 MB |
| 10. Recommended Layout~.mp4 | 2.6 MB |
| 11. Duck Tails- Modules Are Singletons~.mp4 | 4.6 MB |
| 12. Summary~.mp4 | 8.1 MB |
| 01. Function Review~.mp4 | 7.3 MB |
| 02. Callable Instances~.mp4 | 11.1 MB |
| 03. Classes Are Callable~.mp4 | 4.7 MB |
| 04. Conditional Expressions~.mp4 | 2.3 MB |
| 05. Lambdas~.mp4 | 15.1 MB |
| 06. Detecting Callable Objects~.mp4 | 2.0 MB |
| 07. Extended Formal Argument Syntax~.mp4 | 15.3 MB |
| 08. Extended Call Syntax~.mp4 | 4.8 MB |
| 09. Forwarding Arguments~.mp4 | 1.6 MB |
| 10. Duck Tail- Transposing Tables~.mp4 | 7.7 MB |
| 11. Summary~.mp4 | 7.7 MB |
| 01. Local Functions~.mp4 | 9.7 MB |
| 02. Returning Functions From Functions~.mp4 | 1.6 MB |
| 03. Closures and Nested Scopes~.mp4 | 2.8 MB |
| 04. Function Factories~.mp4 | 2.8 MB |
| 05. The Nonlocal Keyword~.mp4 | 15.9 MB |
| 06. Function Decorators~.mp4 | 3.7 MB |
| 07. A First Decorator Example~.mp4 | 7.0 MB |
| 08. What Can Be a Decorator-~.mp4 | 5.6 MB |
| 09. Instances as Decorators~.mp4 | 6.2 MB |
| 10. Multiple Decorators~.mp4 | 5.5 MB |
| 11. Decorating Methods~.mp4 | 3.4 MB |
| 12. functools.wraps()~.mp4 | 12.8 MB |
| 13. Duck Tails- Validating Arguments~.mp4 | 9.1 MB |
| 14. Summary~.mp4 | 5.4 MB |
| 01. Class Attributes~.mp4 | 19.5 MB |
| 02. Static Methods~.mp4 | 5.9 MB |
| 03. Class Methods~.mp4 | 21.7 MB |
| 04. Static Methods with Inheritance~.mp4 | 14.8 MB |
| 05. Class Methods with Inheritance~.mp4 | 18.3 MB |
| 06. Properties~.mp4 | 28.0 MB |
| 07. Properties and Inheritance~.mp4 | 38.4 MB |
| 08. Duck Tail- The Template Method Pattern~.mp4 | 13.8 MB |
| 09. Summary~.mp4 | 4.6 MB |
| 01. Two String Representations~.mp4 | 3.3 MB |
| 02. repr()~.mp4 | 6.1 MB |
| 03. str()~.mp4 | 2.4 MB |
| 04. When Are the Representations Used-~.mp4 | 5.6 MB |
| 05. Interaction with format()~.mp4 | 7.5 MB |
| 06. reprlib~.mp4 | 5.6 MB |
| 07. asciii(), ord(), and chr()~.mp4 | 3.5 MB |
| 08. Duck Tail- Bigger Isn't Always Better~.mp4 | 7.0 MB |
| 09. Summary~.mp4 | 7.6 MB |
| 01. Reviewing int and float~.mp4 | 16.5 MB |
| 02. The Decimal Module and the Decimal Type~.mp4 | 23.2 MB |
| 03. Rational Numbers with the Fraction Type~.mp4 | 8.3 MB |
| 04. The Complex Type and the cmath Module~.mp4 | 13.6 MB |
| 05. Built-In Numeric Functions abs() and round()~.mp4 | 6.9 MB |
| 06. Number Base Conversions~.mp4 | 4.4 MB |
| 07. The datetime Module and date Type~.mp4 | 13.7 MB |
| 08. The time Type~.mp4 | 4.9 MB |
| 09. The datetime Type~.mp4 | 8.9 MB |
| 10. Durations with the timedelta Type~.mp4 | 3.8 MB |
| 11. Arithmetic with datetime~.mp4 | 2.1 MB |
| 12. Time Zones~.mp4 | 8.9 MB |
| 13. Duck Tail- Floating Point vs. Rational Numbers~.mp4 | 43.5 MB |
| 14. Summary~.mp4 | 12.1 MB |
| 01. Multi-Input Comprehensions~.mp4 | 8.7 MB |
| 02. Nested Comprehensions~.mp4 | 3.8 MB |
| 03. The map() Function~.mp4 | 7.2 MB |
| 04. Multiple Input Sequences~.mp4 | 3.4 MB |
| 05. map() Versus Comprehensions~.mp4 | 1.2 MB |
| 06. The filter() Function~.mp4 | 3.8 MB |
| 07. The functools.reduce() Function~.mp4 | 6.6 MB |
| 08. Combining map() and reduce()~.mp4 | 4.6 MB |
| 09. The Iteration Protocols~.mp4 | 4.9 MB |
| 10. Putting the Protocols Together~.mp4 | 2.7 MB |
| 11. Alternative Iterable Protocol~.mp4 | 2.3 MB |
| 12. Extended iter() Format~.mp4 | 3.6 MB |
| 13. Duck Tail- Iterator for Streamed Sensor Data~.mp4 | 5.3 MB |
| 14. Summary~.mp4 | 6.9 MB |
| 01. Inheritance Overview~.mp4 | 8.0 MB |
| 02. A Realistic Example- SortedList~.mp4 | 5.4 MB |
| 03. The Built-In isinstance() Function~.mp4 | 6.2 MB |
| 04. The Built-In issubclass() Function~.mp4 | 1.9 MB |
| 05. Multiple Inheritance~.mp4 | 7.5 MB |
| 06. Details of Multiple Inheritance~.mp4 | 2.8 MB |
| 07. Method Resolution Order~.mp4 | 9.9 MB |
| 08. How Is Method Resolution Order Calculated-~.mp4 | 4.1 MB |
| 09. The Built-In super() Function~.mp4 | 5.3 MB |
| 10. Class-Bound Super Proxies~.mp4 | 6.0 MB |
| 11. Instance-Bound Super Proxies~.mp4 | 4.5 MB |
| 12. Calling super() Without Arguments~.mp4 | 2.0 MB |
| 13. SortedIntList Explained~.mp4 | 4.4 MB |
| 14. The Object Class~.mp4 | 5.3 MB |
| 15. Duck Tail- Inheritance for Implementation Sharing~.mp4 | 5.0 MB |
| 16. Summary~.mp4 | 14.2 MB |
| 01. Collection Protocol Overview~.mp4 | 4.8 MB |
| 02. Collection Construction~.mp4 | 14.4 MB |
| 03. The Container Protocol~.mp4 | 9.3 MB |
| 04. The Sized Protocol~.mp4 | 11.3 MB |
| 05. The Iterable Protocol~.mp4 | 12.3 MB |
| 06. The Sequence Protocol- Indexing~.mp4 | 12.4 MB |
| 07. The Sequence Protocol- Slicing~.mp4 | 19.1 MB |
| 08. Comprehensible Test Results With __repr__()~.mp4 | 8.2 MB |
| 09. Implementing Equality and Inequality~.mp4 | 25.8 MB |
| 10. The Sequence Protocol- Reversing~.mp4 | 7.5 MB |
| 11. The Sequence Protocol- index()~.mp4 | 13.9 MB |
| 12. The Sequence Protocol- count()~.mp4 | 4.6 MB |
| 13. Improving Performance from O(N) to O(log n)~.mp4 | 28.0 MB |
| 14. Refactoring to Avoid Don't Repeat Yourself (DRY)~.mp4 | 13.6 MB |
| 15. Checking Protocol Implementations~.mp4 | 16.8 MB |
| 16. The Sequence Protocol- Concatenation and Repetition~.mp4 | 31.9 MB |
| 17. The Set Protocol~.mp4 | 30.2 MB |
| 18. Duck Tail- Making a Mutable Set~.mp4 | 4.2 MB |
| 19. Summary~.mp4 | 6.6 MB |
| 01. Always Specify an Exception Type~.mp4 | 10.4 MB |
| 02. The Standard Exception Hierarchy~.mp4 | 16.2 MB |
| 03. Exception Payloads~.mp4 | 17.2 MB |
| 04. Defining New Exceptions~.mp4 | 12.6 MB |
| 05. Chaining Exceptions~.mp4 | 18.1 MB |
| 06. Traceback Objects~.mp4 | 9.6 MB |
| 07. Assertions- Internal Invariants~.mp4 | 10.0 MB |
| 08. Assertions- Class Invariants~.mp4 | 7.2 MB |
| 09. Assertions- Performance~.mp4 | 7.2 MB |
| 10. Duck Tail- Preconditions and Postconditions~.mp4 | 27.6 MB |
| 11. Summary~.mp4 | 5.6 MB |
| 01. What Is a Context Manager-~.mp4 | 6.1 MB |
| 02. The Context Manager Protocol~.mp4 | 4.4 MB |
| 03. A First Context Manager Example~.mp4 | 8.5 MB |
| 04. __enter__()~.mp4 | 2.0 MB |
| 05. __exit__()~.mp4 | 3.9 MB |
| 06. __exit__() and Exception Propagation~.mp4 | 5.3 MB |
| 07. The with-statement Expansion~.mp4 | 2.2 MB |
| 08. contextlib.contextmanager~.mp4 | 12.5 MB |
| 09. Multiple Context Managers~.mp4 | 7.0 MB |
| 10. Don't Pass a List!~.mp4 | 2.8 MB |
| 11. Duck Tail- Context Managers for Transactions~.mp4 | 8.9 MB |
| 12. Summary~.mp4 | 6.4 MB |
| 01. Object Types in Depth~.mp4 | 7.1 MB |
| 02. Introspecting Objects~.mp4 | 21.8 MB |
| 03. Introspecting Scopes~.mp4 | 6.7 MB |
| 04. The Python Standard Library Inspect Module~.mp4 | 20.6 MB |
| Download - Lynda,Udemy,Skillshare,Teamtreehouse,Frontend Masters,Pluralsight,Phlearn,Coursera,Egghead,MasterClass.txt | 170 bytes |
| 06. Summary~.mp4 | 4.7 MB |
| using-unit-testing-python~.zip | 40.3 MB |
| 01. Course Overview~.mp4 | 4.2 MB |
| 01. What Is a Unit Test-~.mp4 | 3.9 MB |
| 02. First Example Unit Test~.mp4 | 8.5 MB |
| 03. Explanation of 'Test Case' and 'Test Runner'~.mp4 | 9.3 MB |
| 04. Exception Checking with assertRaises & Explaination of 'Test Suite'~.mp4 | 5.0 MB |
| 05. Skipping a Test Case & Explanation of 'Test Fixture'~.mp4 | 15.1 MB |
| 06. Vocabulary Summary~.mp4 | 3.3 MB |
| 07. Example of Poor Unit Test Design~.mp4 | 13.3 MB |
| 08. Better Design with Arrange-Act-Assert~.mp4 | 12.7 MB |
| 09. Detailed Design of Arrange-Act-Assert Test Parts~.mp4 | 15.1 MB |
| 10. Module Summary~.mp4 | 1.0 MB |
| 01. Introducing the Module Topics - Why and When~.mp4 | 2.1 MB |
| 02. Unit Testing Helps You to Understand What to Build~.mp4 | 6.8 MB |
| 03. Unit Testing Helps You to Document the Units~.mp4 | 5.4 MB |
| 04. Unit Testing Helps You with Design~.mp4 | 12.1 MB |
| 05. Unit Testing Helps You Detect Regression~.mp4 | 7.8 MB |
| 06. Limitations of Unit Testing~.mp4 | 3.2 MB |
| 07. Unit Testing Is Part of Your Job~.mp4 | 1.8 MB |
| 08. Test-Last Process~.mp4 | 3.1 MB |
| 09. Test-First Process~.mp4 | 5.3 MB |
| 10. Test-Driven Development~.mp4 | 3.6 MB |
| 11. Automated Build Servers and Continuous Integration~.mp4 | 6.3 MB |
| 12. Module Summary~.mp4 | 910.7 KB |
| 01. Introducing pytest - a Popular Alternative to unittest~.mp4 | 4.1 MB |
| 02. First Test Case and Failure Analysis~.mp4 | 7.8 MB |
| 03. Using PyCharm's Test Runner~.mp4 | 5.7 MB |
| 04. Additional Kinds of Assertion, Including assertRaises~.mp4 | 9.6 MB |
| 05. Introduction to Test Fixtures~.mp4 | 7.2 MB |
| 06. Cleaning up Fixture Resources, Chaining Fixtures~.mp4 | 13.1 MB |
| 07. Organzing Test Code for Larger Programs~.mp4 | 8.7 MB |
| 08. Using Markers to Control Which Tests Are Run~.mp4 | 16.2 MB |
| 09. Using an HTML Report Plugin & Module Summary~.mp4 | 3.3 MB |
| 01. Introducing doctest - Embed Unit Tests in Your Docstrings.mp4 | 5.8 MB |
| 02. Introduction to Yatzy Example & a First doctest~.mp4 | 5.6 MB |
| 03. Using a Test Runner to Execute Your Doctests~.mp4 | 6.7 MB |
| 04. Interpreting Test Failures and Updating Your Docstring~.mp4 | 5.9 MB |
| 05. Handling Output That Varies Using a Wildcard~.mp4 | 14.5 MB |
| 06. Handling Random Numbers, Dictionaries, Floats, and Tracebacks.mp4 | 12.1 MB |
| 07. Global Options and Directives~.mp4 | 9.5 MB |
| 08. Regression Testing Your Tutorial Documentation~.mp4 | 12.5 MB |
| 09. Module Summary~.mp4 | 1.1 MB |
| 01. What Is a Test Double-~.mp4 | 3.1 MB |
| 02. Example Using a Stub~.mp4 | 8.2 MB |
| 03. Creating a Stub Using unittest.Mock~.mp4 | 5.7 MB |
| 04. Example Using a Fake~.mp4 | 9.8 MB |
| 05. Example Using a Dummy~.mp4 | 6.6 MB |
| 06. Mocks and Spies Give You a Third Kind of Assertion~.mp4 | 3.2 MB |
| 07. Example Using a Spy~.mp4 | 17.4 MB |
| 08. Example Using a Mock~.mp4 | 15.5 MB |
| 09. Overview of All the Types of Test Double~.mp4 | 2.4 MB |
| 10. Using Monkeypatching to Insert a Test Double~.mp4 | 9.4 MB |
| 11. Example Using Monkeypatching to Replace a Built-in Function~.mp4 | 6.7 MB |
| 12. Module Summary~.mp4 | 854.0 KB |
| 01. Module Introduction~.mp4 | 655.8 KB |
| 02. Example Using Parameterized Tests with pytest~.mp4 | 9.5 MB |
| 03. Example Using Parameterized Tests with unittest~.mp4 | 7.3 MB |
| 04. Example Measuring Test Coverage~.mp4 | 8.6 MB |
| 05. Example Measuring Branch Coverage~.mp4 | 7.6 MB |
| 06. Example Adding Parameterized Tests to Existing Code with Coverage.mp4 | 17.6 MB |
| 07. Tracking Coverage Trends~.mp4 | 2.2 MB |
| 08. Good Uses for Coverage, and Alternatives for Assessing Test Quality.mp4 | 3.3 MB |
| 09. Module Summary~.mp4 | 725.3 KB |
| Pluralsight - Advanced Python [AhLaN]~.jpg | 189.5 KB |
| Pluralsight - Full Stack Web Development with Python (WEB2PY) [AhLaN]~.jpg | 189.5 KB |
| Pluralsight - Managing Python Packages and Virtual Environments [AhLaN]~.jpg | 834.4 KB |
| Pluralsight - Python Best Practices for Code Quality [AhLaN]~.jpg | 979.8 KB |
| Pluralsight - Python – Beyond the Basics [AhLaN]~.jpg | 80.5 KB |
| Pluralsight - Unit Testing with Python [AhLaN]~.jpg | 869.2 KB |
| Post~.txt | 19.2 KB |
| advanced-generators-and-coroutines~.zip | 8.3 MB |
| 01. Course Overview~.mp4 | 3.2 MB |
| 01. Just Give up the Next Item- Iteration~.mp4 | 8.9 MB |
| 02. A Different Approach- Generators as Iterators.mp4 | 7.6 MB |
| 03. When Performance Matters- Laziness vs. Eagerness.mp4 | 10.3 MB |
| 04. Demo- Your First Generator~.mp4 | 16.6 MB |
| 05. Summary~.mp4 | 1.5 MB |
| 01. Much More Than Just Iteration- Pipeline Enabled Generators.mp4 | 15.4 MB |
| 02. Why You Don’t Have to Remember All This- Itertools!.mp4 | 13.9 MB |
| 03. Demo- All You Need Are Pipelines~.mp4 | 17.8 MB |
| 04. Summary~.mp4 | 861.4 KB |
| 01. Generators Counterpart- Coroutines~.mp4 | 7.8 MB |
| 02. Expanding on Coroutines- Priming and Yielding.mp4 | 14.8 MB |
| 03. Getting the Final State out of Generators- Returning Values.mp4 | 8.3 MB |
| 04. Yield Data Model- Iter, Next, Send, Close, Throw, and Return.mp4 | 14.2 MB |
| 05. Demo- The First Coroutine~.mp4 | 8.7 MB |
| 06. Summary~.mp4 | 2.0 MB |
| 01. Delegate That Task! Yield from Explained.mp4 | 23.2 MB |
| 02. Flow That Data with Coroutines~.mp4 | 8.9 MB |
| 03. From Pipelines to Concurrency- How Coroutines Changed the World.mp4 | 19.7 MB |
| 04. Demo- Putting It All Together; Creating Your Own Event Loop!.mp4 | 19.5 MB |
| 05. Summary~.mp4 | 3.1 MB |
| core-python-classes-object-orientation~.zip | 28.2 MB |
| 01. Course Overview~.mp4 | 4.1 MB |
| 01. Overview~.mp4 | 7.0 MB |
| 02. Class Attributes~.mp4 | 17.7 MB |
| 03. Static Methods~.mp4 | 7.5 MB |
| 04. Class Methods~.mp4 | 20.2 MB |
| 05. Static Methods with Inheritance~.mp4 | 14.2 MB |
| 06. Class Methods with Inheritance~.mp4 | 20.1 MB |
| 07. Properties~.mp4 | 27.5 MB |
| 08. Properties and Inheritance~.mp4 | 31.8 MB |
| 09. Overriding Properties with Template Methods.mp4 | 13.6 MB |
| 10. Summary~.mp4 | 2.5 MB |
| 01. Overview~.mp4 | 10.4 MB |
| 02. Customizing repr()~.mp4 | 20.1 MB |
| 03. Customizing str()~.mp4 | 14.6 MB |
| 04. Customizing format()~.mp4 | 28.6 MB |
| 05. Summary~.mp4 | 8.8 MB |
| 01. Review- Single Inheritance~.mp4 | 11.0 MB |
| 02. Type Inspection~.mp4 | 7.6 MB |
| 03. Multiple Inheritance~.mp4 | 8.4 MB |
| 04. Method Resolution Order~.mp4 | 9.7 MB |
| 05. super()~.mp4 | 19.2 MB |
| 06. Resolving the Mystery~.mp4 | 7.1 MB |
| 07. Summary~.mp4 | 7.2 MB |
| 01. Overview~.mp4 | 6.9 MB |
| 02. Can We Synthesize a Method-~.mp4 | 7.1 MB |
| 03. Making a Class Decorator~.mp4 | 25.6 MB |
| 04. Class Decorator Factories~.mp4 | 29.7 MB |
| 05. Summary~.mp4 | 2.5 MB |
| 01. Data Classes~.mp4 | 5.1 MB |
| 02. Defining Data Classes~.mp4 | 6.2 MB |
| 03. Hash and Hashability~.mp4 | 5.0 MB |
| 04. Dataclass Invariants~.mp4 | 9.8 MB |
| 05. Summary~.mp4 | 5.0 MB |
| core-python-functions-functional-programming~.zip | 11.1 MB |
| 01. Course Overview~.mp4 | 4.2 MB |
| 01. Review of Functions~.mp4 | 7.5 MB |
| 02. Callable Instances~.mp4 | 6.4 MB |
| 03. Classes Are Callable~.mp4 | 4.7 MB |
| 04. Lambdas~.mp4 | 8.8 MB |
| 05. Summary~.mp4 | 1.6 MB |
| 01. Extended Formal Argument Syntax~.mp4 | 6.1 MB |
| 02. Keyword and Positional-only Arguments.mp4 | 8.2 MB |
| 03. Extended Call Syntax~.mp4 | 4.7 MB |
| 04. Summary~.mp4 | 1.0 MB |
| 01. Local Functions~.mp4 | 9.7 MB |
| 02. Closures and Nested Scopes~.mp4 | 4.1 MB |
| 03. The Nonlocal Keyword~.mp4 | 8.2 MB |
| 04. Summary~.mp4 | 1.3 MB |
| 01. Function Decorators~.mp4 | 7.0 MB |
| 02. What Can Be a Decorator-~.mp4 | 4.9 MB |
| 03. Applying Multiple Decorators~.mp4 | 3.5 MB |
| 04. Preserving Function Metadata~.mp4 | 4.8 MB |
| 05. Parameterized Decorators~.mp4 | 6.0 MB |
| 01. Map~.mp4 | 9.3 MB |
| 02. Filter~.mp4 | 2.7 MB |
| 03. Reduce~.mp4 | 3.9 MB |
| 04. Combining the Tools~.mp4 | 4.4 MB |
| 01. Multi-input Comprehensions~.mp4 | 6.0 MB |
| 02. Nested Comprehensions~.mp4 | 4.3 MB |
| getting-started-python-core~.zip | 40.7 MB |
| 01. Course Overview~.mp4 | 3.7 MB |
| 01. Overview~.mp4 | 1.8 MB |
| 02. Installing Python~.mp4 | 7.6 MB |
| 03. Interactive Python~.mp4 | 4.0 MB |
| 04. Significant Whitespace~.mp4 | 4.7 MB |
| 05. Python Culture~.mp4 | 3.6 MB |
| 06. The Python Standard Library~.mp4 | 8.0 MB |
| 07. Summary~.mp4 | 2.2 MB |
| 01. Overview~.mp4 | 5.6 MB |
| 02. Relational Operators~.mp4 | 1.7 MB |
| 03. Control Flow~.mp4 | 2.2 MB |
| 04. While-loops~.mp4 | 4.8 MB |
| 05. Summary~.mp4 | 1.8 MB |
| 01. Overview~.mp4 | 1.2 MB |
| 02. String~.mp4 | 2.4 MB |
| 03. String Literals~.mp4 | 8.2 MB |
| 04. Bytes~.mp4 | 2.7 MB |
| 05. List~.mp4 | 1.9 MB |
| 06. Dict~.mp4 | 1.7 MB |
| 07. For-loop~.mp4 | 1.4 MB |
| 08. Putting it all Together~.mp4 | 7.0 MB |
| 09. Summary~.mp4 | 3.8 MB |
| 01. Overview~.mp4 | 1.8 MB |
| 02. Modules~.mp4 | 2.8 MB |
| 03. Functions~.mp4 | 5.7 MB |
| 04. __name__~.mp4 | 4.4 MB |
| 05. The Python Execution Model~.mp4 | 2.5 MB |
| 06. Command Line Arguments~.mp4 | 5.2 MB |
| 07. Moment of Zen~.mp4 | 850.1 KB |
| 08. Docstrings~.mp4 | 2.5 MB |
| 09. Comments~.mp4 | 984.8 KB |
| 10. Shebang~.mp4 | 2.1 MB |
| 11. Summary~.mp4 | 3.6 MB |
| 01. Overview~.mp4 | 7.9 MB |
| 02. Passing Arguments and Returning Values~.mp4 | 4.6 MB |
| 03. Function Arguments~.mp4 | 6.4 MB |
| 04. Python's Type System~.mp4 | 1.4 MB |
| 05. Scopes~.mp4 | 5.3 MB |
| 06. Moment of Zen~.mp4 | 774.5 KB |
| 07. Everything is an Object~.mp4 | 1.9 MB |
| 08. Summary~.mp4 | 4.0 MB |
| 01. Overview~.mp4 | 959.8 KB |
| 02. Tuples~.mp4 | 5.2 MB |
| 03. Strings~.mp4 | 10.9 MB |
| 04. Ranges~.mp4 | 3.0 MB |
| 05. Lists~.mp4 | 11.9 MB |
| 06. Dictionaries~.mp4 | 9.0 MB |
| 07. Sets~.mp4 | 7.9 MB |
| 08. Protocols~.mp4 | 2.9 MB |
| 09. Summary~.mp4 | 4.1 MB |
| 01. Overview~.mp4 | 3.5 MB |
| 02. Exceptions and Control Flow~.mp4 | 1.9 MB |
| 03. Handling Exceptions~.mp4 | 3.4 MB |
| 04. Exceptions and Programmer Errors~.mp4 | 3.2 MB |
| 05. Re-raising Exceptions~.mp4 | 2.3 MB |
| 06. Exceptions Are Part of the API~.mp4 | 5.8 MB |
| 07. Exceptions and Protocols~.mp4 | 2.5 MB |
| 08. Avoid Explicit Type Checks~.mp4 | 1.4 MB |
| 09. It's Easier to Ask Forgiveness Than Permission~.mp4 | 4.0 MB |
| 10. Cleanup Actions~.mp4 | 2.8 MB |
| 11. Platform-Specific Code~.mp4 | 4.4 MB |
| 12. Summary~.mp4 | 3.3 MB |
| 01. Overview~.mp4 | 2.1 MB |
| 02. List and Set Comprehensions~.mp4 | 3.6 MB |
| 03. DIctionary Comprehensions~.mp4 | 2.9 MB |
| 04. Filtering Comprehensions~.mp4 | 1.4 MB |
| 05. Moment of Zen~.mp4 | 1.1 MB |
| 06. Iteration Protocols~.mp4 | 3.7 MB |
| 07. Generator Functions~.mp4 | 4.6 MB |
| 08. Maintaining State in Generators~.mp4 | 3.9 MB |
| 09. Laziness and the Infinite~.mp4 | 2.0 MB |
| 10. Generator Expressions~.mp4 | 3.3 MB |
| 11. Iteration Tools~.mp4 | 5.8 MB |
| 12. Summary~.mp4 | 2.6 MB |
| 01. Overview~.mp4 | 1.8 MB |
| 02. Classes~.mp4 | 1.6 MB |
| 03. Defining Classes~.mp4 | 2.4 MB |
| 04. Instance Methods~.mp4 | 1.6 MB |
| 05. Instance Initializers~.mp4 | 9.7 MB |
| 06. A Second Class~.mp4 | 5.2 MB |
| 07. Collaborating Classes~.mp4 | 3.4 MB |
| 08. Moment of Zen~.mp4 | 834.6 KB |
| 09. Booking Seats~.mp4 | 13.7 MB |
| 10. Methods for Implementation Details~.mp4 | 7.3 MB |
| 11. Object-Oriented Design with Function Objects~.mp4 | 6.8 MB |
| 12. Polymorphism and Duck Typing~.mp4 | 7.8 MB |
| 13. Inheritance and Implementation Sharing~.mp4 | 7.4 MB |
| 14. Summary~.mp4 | 5.5 MB |
| 01. Overview~.mp4 | 1.9 MB |
| 02. Opening Files~.mp4 | 4.1 MB |
| 03. Writing Text~.mp4 | 5.5 MB |
| 04. Reading Text~.mp4 | 3.6 MB |
| 05. Appending Text~.mp4 | 1.1 MB |
| 06. Iterating over Files~.mp4 | 1.8 MB |
| 07. Closing Files with Finally~.mp4 | 5.9 MB |
| 08. With-blocks~.mp4 | 1.9 MB |
| 09. Moment of Zen~.mp4 | 880.0 KB |
| 10. Binary Files~.mp4 | 13.2 MB |
| 11. Bitwise Operators~.mp4 | 1.3 MB |
| 12. Pixel Data~.mp4 | 2.5 MB |
| 13. Reading Binary Data~.mp4 | 3.1 MB |
| 14. File-like Objects~.mp4 | 4.4 MB |
| 15. Context Managers~.mp4 | 2.7 MB |
| 16. Summary~.mp4 | 3.6 MB |
| core-python-hashing-more-collections~.zip | 5.3 MB |
| 01. Course Overview~.mp4 | 3.3 MB |
| 01. Introduction~.mp4 | 3.8 MB |
| 02. Sequence Types~.mp4 | 2.7 MB |
| 03. Demo- Sequence Types~.mp4 | 20.1 MB |
| 04. Mapping Types~.mp4 | 2.0 MB |
| 05. Demo- Mapping Types~.mp4 | 8.7 MB |
| 06. Set and Summary~.mp4 | 2.6 MB |
| 01. Introduction~.mp4 | 6.3 MB |
| 02. Demo- Hashing~.mp4 | 17.4 MB |
| 03. Collisions and Equality~.mp4 | 11.2 MB |
| 04. Demo- Hashing and Equality~.mp4 | 9.4 MB |
| 05. Demo- Hash Immutability~.mp4 | 4.6 MB |
| 06. More on Immutability~.mp4 | 1.8 MB |
| 07. Dataclass and Summary~.mp4 | 4.6 MB |
| 01. Introduction~.mp4 | 2.5 MB |
| 02. Demo- defaultdict~.mp4 | 17.7 MB |
| 03. Counter + Demo~.mp4 | 39.2 MB |
| 04. OrderedDict + Demo~.mp4 | 12.6 MB |
| 05. Summary~.mp4 | 541.2 KB |
| 01. Introduction~.mp4 | 10.1 MB |
| 02. Demo- namedtuple~.mp4 | 13.4 MB |
| 03. deque~.mp4 | 6.2 MB |
| 04. Demo- deque~.mp4 | 8.3 MB |
| 05. Summary~.mp4 | 756.3 KB |
| core-python-implementing-iterators-iterables-collections~.zip | 14.2 MB |
| 01. Course Overview~.mp4 | 3.7 MB |
| 01. Iterators and Iterables~.mp4 | 11.1 MB |
| 02. Motivating Iterators- Tree Traversals.mp4 | 5.1 MB |
| 03. Breath-first, Level-order Iterator.mp4 | 12.5 MB |
| 04. Depth-first, Pre-order Iterator~.mp4 | 10.4 MB |
| 05. Depth-first, In-order Iterator~.mp4 | 10.1 MB |
| 06. Filtering Iterators~.mp4 | 11.6 MB |
| 07. Transforming Iterators~.mp4 | 7.6 MB |
| 08. Iterables~.mp4 | 10.1 MB |
| 09. The Alternative Iterable Protocol.mp4 | 7.9 MB |
| 10. The Extended iter() Form~.mp4 | 7.0 MB |
| 11. Summary~.mp4 | 2.2 MB |
| 01. Collection Protocols~.mp4 | 9.7 MB |
| 01. The Construction Convention.mp4 | 13.9 MB |
| 01. The Container Protocol~.mp4 | 15.7 MB |
| 01. The Sized Protocol~.mp4 | 14.5 MB |
| 01. The Iterable Protocol~.mp4 | 17.3 MB |
| 01. The Sequence Protocol~.mp4 | 2.0 MB |
| 02. Indexing~.mp4 | 7.9 MB |
| 03. Slicing~.mp4 | 12.0 MB |
| 04. String Representation~.mp4 | 9.3 MB |
| 05. Value Equality~.mp4 | 12.7 MB |
| 06. Value Inequality~.mp4 | 4.2 MB |
| 07. The Hashable Protocol~.mp4 | 14.7 MB |
| 08. Reversing a Sequence~.mp4 | 5.1 MB |
| 09. The index() Method~.mp4 | 7.9 MB |
| 10. The count() Method~.mp4 | 6.0 MB |
| 11. The Extended Sequence Protocol~.mp4 | 21.7 MB |
| 01. Refactoring for Performance.mp4 | 6.9 MB |
| 02. Checking Performance~.mp4 | 29.4 MB |
| 01. The Collection Abstract Base Classes.mp4 | 15.1 MB |
| 01. The Set Protocol~.mp4 | 20.0 MB |
| 02. Going Further- Mutability~.mp4 | 3.3 MB |
| 03. Summary~.mp4 | 2.9 MB |
| core-python-introspection~.zip | 4.0 MB |
| 01. Course Overview~.mp4 | 3.1 MB |
| 01. Introspecting Types~.mp4 | 5.3 MB |
| 01. Introspecting Objects~.mp4 | 5.8 MB |
| 02. Example- Mixed Numerals~.mp4 | 2.6 MB |
| 03. Summary~.mp4 | 1.6 MB |
| 01. Introspecting Scopes~.mp4 | 6.5 MB |
| 01. The Inspect Module~.mp4 | 13.7 MB |
| 01. An Object Introspection Tool~.mp4 | 26.4 MB |
| 02. Summary~.mp4 | 2.3 MB |
| core-python-numeric-types-dates-times~.zip | 8.6 MB |
| 01. Course Overview~.mp4 | 3.1 MB |
| 01. Review of int and float~.mp4 | 7.7 MB |
| 01. Construction~.mp4 | 3.8 MB |
| 02. Fractional Values, Precision, and Special Values~.mp4 | 3.8 MB |
| 03. Combining with Other Types~.mp4 | 6.2 MB |
| 04. Summary~.mp4 | 1.6 MB |
| 01. Construction~.mp4 | 2.7 MB |
| 02. Arithmetic and Operations~.mp4 | 3.7 MB |
| 01. Construction~.mp4 | 3.6 MB |
| 02. Operations~.mp4 | 1.7 MB |
| 03. A Practical Example~.mp4 | 2.3 MB |
| 01. Built-in Functions for Numbers~.mp4 | 3.8 MB |
| 02. Base Conversions~.mp4 | 3.2 MB |
| 01. The Datetime Module~.mp4 | 3.1 MB |
| 02. Dates~.mp4 | 4.8 MB |
| 03. Times~.mp4 | 1.7 MB |
| 04. Combined Dates and Times~.mp4 | 5.0 MB |
| 05. Durations~.mp4 | 2.2 MB |
| 06. Timezones~.mp4 | 3.1 MB |
| 07. Summary~.mp4 | 1.7 MB |
| 01. Example Problem- Collinearity~.mp4 | 7.1 MB |
| 02. Implementing with float and Fraction~.mp4 | 5.0 MB |
| 03. Visualizing the Results~.mp4 | 4.8 MB |
| core-python-organizing-larger-programs~.zip | 4.0 MB |
| 01. Course Overview~.mp4 | 3.4 MB |
| 01. Prerequisites~.mp4 | 4.8 MB |
| 02. Introduction to Packages~.mp4 | 2.6 MB |
| 03. Locating Modules~.mp4 | 5.0 MB |
| 04. Summary~.mp4 | 942.2 KB |
| 01. Creating Packages~.mp4 | 7.0 MB |
| 02. Creating a Subpackage~.mp4 | 9.5 MB |
| 03. Relative Imports~.mp4 | 7.9 MB |
| 04. Using __all__~.mp4 | 5.5 MB |
| 01. Namespace Packages~.mp4 | 4.7 MB |
| 02. Executable Directories~.mp4 | 3.9 MB |
| 03. Executable Zip Files~.mp4 | 1008.9 KB |
| 04. Executable Packages~.mp4 | 5.2 MB |
| 01. Python Project Structure~.mp4 | 6.1 MB |
| 02. A Concrete Example- demo_reader~.mp4 | 1.8 MB |
| 03. Implementing Plugins with Namespace Packages~.mp4 | 6.6 MB |
| 04. Implementing Plugins with setuptools~.mp4 | 5.8 MB |
| 01. Source Distributions~.mp4 | 3.4 MB |
| 02. Built Distributions~.mp4 | 3.3 MB |
| 03. Uploading Packages to a Package Server~.mp4 | 6.1 MB |
| 04. Summary~.mp4 | 1.4 MB |
| core-python-robust-resource-error-handling~.zip | 13.6 MB |
| 01. Course Overview~.mp4 | 3.5 MB |
| 01. Review~.mp4 | 6.7 MB |
| 01. Exception Hierarchies~.mp4 | 12.3 MB |
| 01. Exception Payloads~.mp4 | 9.4 MB |
| 01. User-defined Exceptions~.mp4 | 7.7 MB |
| 01. Implicit Chaining~.mp4 | 6.2 MB |
| 02. Explicit Chaining~.mp4 | 5.9 MB |
| 01. Tracebacks~.mp4 | 6.5 MB |
| 01. Assertions and Invariants~.mp4 | 8.5 MB |
| 02. Class Invariants~.mp4 | 4.0 MB |
| 03. Assertions and Performance~.mp4 | 3.4 MB |
| 04. Postconditions- A Practical Example~.mp4 | 17.0 MB |
| 01. Introduction~.mp4 | 5.1 MB |
| 02. The Context Manager Protocol~.mp4 | 10.1 MB |
| 03. Implementing a Context Manager~.mp4 | 8.4 MB |
| 04. Expansion of the With-statement~.mp4 | 3.0 MB |
| 01. The Context Manager Decorator~.mp4 | 10.7 MB |
| 01. Multiple Context Managers~.mp4 | 10.4 MB |
| 01. Modeling Database Transactions.mp4 | 9.9 MB |
| core-python-numeric-tower-conversion-operators~.zip | 431.0 KB |
| 01. Course Overview~.mp4 | 2.5 MB |
| 01. Introduction~.mp4 | 3.2 MB |
| 02. Built-in Types Jup~.mp4 | 7.7 MB |
| 03. Decimals Jup~.mp4 | 7.2 MB |
| 04. Fractions Jup~.mp4 | 9.6 MB |
| 05. Integers~.mp4 | 2.9 MB |
| 06. Integers Jup~.mp4 | 13.7 MB |
| 07. Fractions~.mp4 | 6.9 MB |
| 08. Cups Example Jup~.mp4 | 33.5 MB |
| 09. Floats~.mp4 | 12.6 MB |
| 10. Interest Jup~.mp4 | 39.4 MB |
| 01. Example~.mp4 | 2.0 MB |
| 02. Vector Jup~.mp4 | 19.5 MB |
| python-big-picture~.zip | 2.5 MB |
| 01. Course Overview~.mp4 | 2.9 MB |
| 01. Introduction~.mp4 | 1.2 MB |
| 02. Getting the Most from This Course~.mp4 | 1.6 MB |
| 03. What Is Python-~.mp4 | 5.4 MB |
| 04. Why Should Developers Care-~.mp4 | 8.0 MB |
| 05. What Makes Python Different-~.mp4 | 3.4 MB |
| 06. Summary~.mp4 | 574.1 KB |
| 01. Introduction~.mp4 | 1.1 MB |
| 02. Linux Scripting and Administration~.mp4 | 29.4 MB |
| 03. Web Development~.mp4 | 10.7 MB |
| 04. Application Scripting~.mp4 | 16.2 MB |
| 05. Data Science~.mp4 | 6.1 MB |
| 06. Summary~.mp4 | 1.1 MB |
| 01. Introduction~.mp4 | 1.3 MB |
| 02. The Basics~.mp4 | 7.2 MB |
| 03. Learning and Documentation~.mp4 | 6.9 MB |
| 04. Working with the Code of Others~.mp4 | 6.6 MB |
| 01. Introduction~.mp4 | 1.3 MB |
| 02. Python 2 vs. Python 3~.mp4 | 3.6 MB |
| 03. Executing Python Code~.mp4 | 32.6 MB |
| 04. Summary~.mp4 | 2.2 MB |
| Pluralsight - Advanced Generators and Coroutines [AhLaN]~.jpg | 855.7 KB |
| Pluralsight - Core Python- Classes and Object-orientation [AhLaN]~.jpg | 774.5 KB |
| Pluralsight - Core Python- Functions and Functional Programming [AhLaN]~.jpg | 807.3 KB |
| Pluralsight - Core Python- Getting Started [AhLaN]~.jpg | 782.7 KB |
| Pluralsight - Core Python- Hashing and More Collections [AhLaN]~.jpg | 774.2 KB |
| Pluralsight - Core Python- Implementing Iterators, Iterables and Collections [AhLaN]~.jpg | 726.2 KB |
| Pluralsight - Core Python- Introspection [AhLaN]~.jpg | 915.3 KB |
| Pluralsight - Core Python- Numeric Types, Dates, and Times [AhLaN]~.jpg | 706.0 KB |
| Pluralsight - Core Python- Organizing Larger Programs [AhLaN]~.jpg | 1.1 MB |
| Pluralsight - Core Python- Robust Resource and Error Handling [AhLaN]~.jpg | 824.3 KB |
| Pluralsight - Core Python- The Numeric Tower, Conversion, and Operators [AhLaN]~.jpg | 936.5 KB |
| Pluralsight - Python- The Big Picture [AhLaN]~.jpg | 189.5 KB |
| building-first-python-analytics-solution~.zip | 2.6 MB |
| 01. Course Overview~.mp4 | 4.0 MB |
| 01. Module Overview~.mp4 | 2.1 MB |
| 02. Prerequisites and Course Outline~.mp4 | 1.8 MB |
| 03. Python for Data Analytics~.mp4 | 8.6 MB |
| 04. Python Development Environments~.mp4 | 7.0 MB |
| 05. Python Packages~.mp4 | 6.4 MB |
| 06. Demo- Windows - Installing Python and Using Pip to Install Packages.mp4 | 8.3 MB |
| 07. Demo- MacOS - Using Brew to Install Python 3.mp4 | 9.3 MB |
| 08. Demo- MacOS - Using Pip to Install Packages.mp4 | 7.7 MB |
| 09. Demo- Installing and Working with Virtual Environments.mp4 | 7.3 MB |
| 10. Demo- Editing a Python Script Using Nano and Vim.mp4 | 5.4 MB |
| 11. Demo- Editing a Python Script Using SublimeText.mp4 | 6.7 MB |
| 12. Demo- Using Online Editors to Write Python Code.mp4 | 7.0 MB |
| 13. Module Summary~.mp4 | 2.3 MB |
| 01. Module Overview~.mp4 | 2.1 MB |
| 02. Introducing Jupyter Notebooks~.mp4 | 5.1 MB |
| 03. Demo- Windows Installing Anaconda and Running Jupyter Notebooks.mp4 | 6.7 MB |
| 04. Demo- Mac OS Installing Anaconda and Running Jupyter Notebooks.mp4 | 13.2 MB |
| 05. Demo- Installing the Python 2 Kernel along with Python 3.mp4 | 8.5 MB |
| 06. Demo- Executing Code in Jupyter~.mp4 | 6.6 MB |
| 07. Demo- Restarting and Switching Kernels~.mp4 | 9.6 MB |
| 08. Demo- Exploring Magic Commands~.mp4 | 9.8 MB |
| 09. Demo- Line Magic and Cell Magic Commands.mp4 | 8.1 MB |
| 10. Demo- Exploring Interactive Widgets~.mp4 | 8.8 MB |
| 11. Demo- Wrangling and Visualizing Data~.mp4 | 10.4 MB |
| 12. Module Summary~.mp4 | 2.2 MB |
| 01. Module Overview~.mp4 | 2.7 MB |
| 02. Exploring Popular IDEs for Python~.mp4 | 3.7 MB |
| 03. Demo- Installing and Setting up IDLE~.mp4 | 11.2 MB |
| 04. Demo- Running and Debugging Code with IDLE.mp4 | 15.7 MB |
| 05. Demo- Installing Eclipse and Setting up the PyDev Plugin.mp4 | 13.3 MB |
| 06. Demo- Running and Debugging Code with Eclipse.mp4 | 18.4 MB |
| 07. Demo- Installing and Setting up PyCharm.mp4 | 11.4 MB |
| 08. Demo- Running and Debugging Code with PyCharm.mp4 | 18.4 MB |
| 09. Demo- Working with Spyder~.mp4 | 18.3 MB |
| 10. Module Summary~.mp4 | 2.0 MB |
| 01. Module Overview~.mp4 | 2.4 MB |
| 02. Jupyter on the Cloud~.mp4 | 5.6 MB |
| 03. Demo- Getting Started with Azure Notebooks.mp4 | 9.3 MB |
| 04. Demo- Analyzing and Visualizing Data on Azure Notebooks.mp4 | 17.9 MB |
| 05. Demo- Setting up and Connecting to Cloud Datalab on the GCP.mp4 | 14.5 MB |
| 06. Demo- Building a Simple Regression Model on Datalab.mp4 | 11.8 MB |
| 07. Demo- Setting up a SageMaker Notebook Instance on AWS.mp4 | 11.0 MB |
| 08. Demo- Executing Code to Integrate with S3 Buckets.mp4 | 12.0 MB |
| 09. Summary and Further Study~.mp4 | 2.5 MB |
| cleaning-data-python-data-playbook~.zip | 4.8 MB |
| 01. Course Overview~.mp4 | 4.2 MB |
| 01. Introduction~.mp4 | 3.5 MB |
| 02. Viewing and Converting Types~.mp4 | 9.9 MB |
| 03. Aggregating Data~.mp4 | 8.8 MB |
| 04. Normalizing Data~.mp4 | 8.1 MB |
| 05. Transforming Data~.mp4 | 8.3 MB |
| 06. Filtering Data~.mp4 | 7.0 MB |
| 07. Review~.mp4 | 2.0 MB |
| 01. Introduction~.mp4 | 2.7 MB |
| 02. Dropping Columns~.mp4 | 11.1 MB |
| 03. Changing Column Casing~.mp4 | 5.9 MB |
| 04. Renaming Columns~.mp4 | 10.3 MB |
| 05. Review~.mp4 | 2.2 MB |
| 01. Introduction~.mp4 | 1.6 MB |
| 02. Direct Filtering with Square Brackets~.mp4 | 9.3 MB |
| 03. Data Indexing with .loc~.mp4 | 8.6 MB |
| 04. Using .iloc to Access Specific Rows or Columns~.mp4 | 9.9 MB |
| 05. Filtering Data with str.contains~.mp4 | 12.6 MB |
| 06. Review~.mp4 | 2.5 MB |
| 01. Introduction~.mp4 | 2.3 MB |
| 02. Stripping White Space~.mp4 | 6.1 MB |
| 03. Replacing Bad Data with NaN~.mp4 | 13.0 MB |
| 04. Filling Missing Data with a Value~.mp4 | 5.4 MB |
| 05. Dropping Rows of Data~.mp4 | 9.3 MB |
| 06. Identifying and Dropping Duplicate Data~.mp4 | 15.1 MB |
| 07. Review~.mp4 | 3.0 MB |
| create-share-analytics-jupyter-notebooks~.zip | 11.1 MB |
| 01. Course Overview~.mp4 | 4.6 MB |
| 01. Module Overview~.mp4 | 2.2 MB |
| 02. Prerequisites and Course Outline.mp4 | 2.0 MB |
| 03. Introducing Jupyter Notebooks~.mp4 | 8.9 MB |
| 04. Demo- Windows - Installing Anaconda and Jupyter Notebooks.mp4 | 11.9 MB |
| 05. Demo- Windows - Installing Jupyter Notebooks Using Pip.mp4 | 10.8 MB |
| 06. Demo- MacOS - Installing Anaconda and Jupyter Notebooks.mp4 | 14.8 MB |
| 07. Demo- MacOS - Installing Anaconda and Jupyter Notebooks Using the Command Line Installer.mp4 | 13.6 MB |
| 08. Demo- Running Jupyter Notebooks and Jupyter Lab in Docker Containers.mp4 | 9.7 MB |
| 09. Demo- MacOS - Installing Jupyter Lab Using Pip.mp4 | 12.8 MB |
| 10. Module Summary~.mp4 | 2.0 MB |
| 01. Module Overview~.mp4 | 2.1 MB |
| 02. Demo- Exploring the Notebook Interface~.mp4 | 12.2 MB |
| 03. Demo- Restarting the Kernel~.mp4 | 8.9 MB |
| 04. Demo- Customizing Shortcuts~.mp4 | 9.5 MB |
| 05. Demo- Notebook Limits and Shutting down Kernels.mp4 | 9.3 MB |
| 06. Demo- Using Python 2 and Python 3 Kernels.mp4 | 10.3 MB |
| 07. Demo- Using R and Python 3 Kernels~.mp4 | 5.4 MB |
| 08. Demo- Exploring Line and Cell Magic Commands.mp4 | 15.6 MB |
| 09. Module Summary~.mp4 | 2.2 MB |
| 01. Module Overview~.mp4 | 2.1 MB |
| 02. Demo- Analyzing and Visualizing Data.mp4 | 14.8 MB |
| 03. Demo- Exploring Interactive Widgets.mp4 | 14.8 MB |
| 04. Demo- Adding Interactivity to Custom Functions.mp4 | 14.2 MB |
| 05. Demo- Save, Checkpoint, and Export Notebooks.mp4 | 4.1 MB |
| 06. Demo- Share Notebooks on Github.mp4 | 14.9 MB |
| 07. Module Summary~.mp4 | 2.3 MB |
| 01. Module Overview~.mp4 | 3.2 MB |
| 02. Running Hosted Jupyter Notebooks on the Cloud.mp4 | 5.9 MB |
| 03. Demo- Creating and Working with Notebook Instances on Amazon SageMaker.mp4 | 13.4 MB |
| 04. Demo- Uploading Notebooks to SageMaker and Using the Terminal Window.mp4 | 8.6 MB |
| 05. Demo- Exploring and Working with Azure Notebooks.mp4 | 9.9 MB |
| 06. Demo- Hosted Notebooks on a GCP Deep Learning Virtual Machine.mp4 | 10.9 MB |
| 07. Demo- Uploading Files and Running Code on GCP.mp4 | 7.8 MB |
| 08. Summary and Further Study~.mp4 | 2.4 MB |
| data-wrangling-python~.zip | 3.3 MB |
| 01. Course Overview~.mp4 | 3.1 MB |
| 01. Course and Module Introduction~.mp4 | 2.7 MB |
| 02. Software and Course Prerequisites~.mp4 | 2.0 MB |
| 03. Concatenating Datasets~.mp4 | 11.5 MB |
| 04. Merging Datasets~.mp4 | 7.0 MB |
| 05. Merge Keys~.mp4 | 4.9 MB |
| 06. The How Parameter~.mp4 | 5.2 MB |
| 07. Demo- Disambiguating Merged Columns and Updating Dataframes.mp4 | 3.3 MB |
| 08. Summary~.mp4 | 2.3 MB |
| 01. Module Introduction~.mp4 | 1.2 MB |
| 02. The GroupBy Function~.mp4 | 3.3 MB |
| 03. Demo- Why and How to Use the GroupBy Function~.mp4 | 8.6 MB |
| 04. Filter and Transform with GroupBy~.mp4 | 5.5 MB |
| 05. Demo- Grouping Multi-index Data~.mp4 | 4.4 MB |
| 01. Module Introduction~.mp4 | 1.7 MB |
| 02. Normalizing Data - What and Why~.mp4 | 3.1 MB |
| 03. Simple Feature Scaling~.mp4 | 3.5 MB |
| 04. Min-max Scaling~.mp4 | 3.4 MB |
| 05. Z-score Normalization~.mp4 | 3.6 MB |
| 06. Points to Consider for Data Normalization and Summary~.mp4 | 3.6 MB |
| 01. Module Introduction~.mp4 | 1.4 MB |
| 02. Introduction to Data Reshaping~.mp4 | 3.7 MB |
| 03. Reshape Long Data to Wide Data with the Pivot Function~.mp4 | 6.1 MB |
| 04. Reshape Wide Data to Long Using the Melt Function~.mp4 | 3.6 MB |
| 05. Reshape Data Using the Stack and Unstack Functions~.mp4 | 4.1 MB |
| 06. Reshaping and Aggregation with Pivot Table~.mp4 | 3.5 MB |
| 07. Summary~.mp4 | 1020.9 KB |
| 01. Module Introduction~.mp4 | 1.6 MB |
| 02. One-hot Encoding~.mp4 | 3.7 MB |
| 03. Demo- Convert Categorical Values Using One-hot Encoding~.mp4 | 6.1 MB |
| 04. Create Dummy Variables with Pandas~.mp4 | 4.9 MB |
| 05. Create Frequency Table with the Crosstab Function~.mp4 | 7.9 MB |
| 06. Summary and Feedback~.mp4 | 1.8 MB |
| python-importing-data-playbook~.zip | 18.3 MB |
| 01. Course Overview~.mp4 | 4.4 MB |
| 01. Importing Text Data into Python Using NumPy.mp4 | 15.3 MB |
| 02. Importing Flat Files and Numeric Data Using NumPy.mp4 | 17.0 MB |
| 01. Importing CSV Data into Python Using csv and pandas.mp4 | 1.5 MB |
| 02. Importing CSV Files Using the Python csv Module.mp4 | 17.4 MB |
| 03. Importing Text and CSV Files Using pandas.mp4 | 36.2 MB |
| 01. Importing Data into Python from JSON and XML Files.mp4 | 2.6 MB |
| 02. Importing Data into Python from JSON Using the JSON Library.mp4 | 39.4 MB |
| 03. Importing Data into Python from XML Using the ElementTree XML API.mp4 | 17.7 MB |
| 01. Importing Data into Python from Excel Files.mp4 | 1.8 MB |
| 02. Importing Excel Files Using pandas~.mp4 | 22.4 MB |
| 01. Importing Data into Python from Common Binary Data File Formats.mp4 | 1.1 MB |
| 02. Reading SAS Files with pandas.mp4 | 6.6 MB |
| 03. Reading Stata Files with pandas.mp4 | 5.2 MB |
| 04. Reading HDF5 Files~.mp4 | 6.5 MB |
| 05. Reading Matlab Files~.mp4 | 3.1 MB |
| 06. Reading Pickle Files~.mp4 | 7.1 MB |
| 01. Importing Data into Python from Relational Databases.mp4 | 1.8 MB |
| 02. Importing sqlite Database Files~.mp4 | 8.6 MB |
| 03. Taking Advantage of pandas DataFrames When Querying sqlite.mp4 | 3.4 MB |
| 04. Working with Databases Using SQLAlchemy.mp4 | 8.1 MB |
| 05. Importing Data from Relational Databases with pandas (MySQL).mp4 | 8.5 MB |
| 06. Working with PostgreSQL with psycopg2 and SQLAlchemy.mp4 | 3.8 MB |
| 07. Importing Relational Data~.mp4 | 4.7 MB |
| leveraging-online-resources-python-analytics~.zip | 3.3 MB |
| 01. Course Overview~.mp4 | 3.7 MB |
| 01. Module Overview~.mp4 | 1.8 MB |
| 02. Prerequisites and Course Outline~.mp4 | 1.7 MB |
| 03. Python for Data Analysts~.mp4 | 9.4 MB |
| 04. Python Resources for Analysts~.mp4 | 6.8 MB |
| 05. Demo- Exploring Online Resources~.mp4 | 24.2 MB |
| 06. Workflows in Data Analytics~.mp4 | 7.5 MB |
| 07. Demo- Cleaning Data~.mp4 | 11.1 MB |
| 08. Demo- Summary Statistics and Basic Analysis.mp4 | 4.9 MB |
| 09. Demo- Visualizing Relationships in Data.mp4 | 9.6 MB |
| 10. Demo- Sharing Visualizations Online Using Plotly.mp4 | 12.6 MB |
| 11. Demo- Prototyping a Classifier~.mp4 | 5.6 MB |
| 12. Demo- Writing a Python Script for a Classification Model.mp4 | 15.2 MB |
| 13. Module Summary~.mp4 | 1.8 MB |
| 01. Module Overview.mp4 | 2.0 MB |
| 02. Introducing Big ML.mp4 | 3.9 MB |
| 03. Demo- Getting Started with Big ML.mp4 | 3.4 MB |
| 04. Demo- Configuring Data Sources and Creating Datasets.mp4 | 21.4 MB |
| 05. Demo- Data Preparation and Visualization.mp4 | 15.2 MB |
| 06. Demo- Splitting into Training and Test Subsets.mp4 | 4.9 MB |
| 07. Demo- Building Models.mp4 | 12.3 MB |
| 08. Demo- Evaluating Models.mp4 | 4.5 MB |
| 09. Demo- Batch and Individual Predictions.mp4 | 14.1 MB |
| 10. Demo- Clustering.mp4 | 11.8 MB |
| 11. Demo- Anomaly Detection.mp4 | 8.0 MB |
| 12. Module Summary.mp4 | 2.0 MB |
| 01. Module Overview~.mp4 | 2.0 MB |
| 02. Introducing Google Colab.mp4 | 2.8 MB |
| 03. Demo- Introducing the Google Colab Interface.mp4 | 8.6 MB |
| 04. Demo- Colab Notebooks—Similar yet Different.mp4 | 4.5 MB |
| 05. Demo- Interactive Forms.mp4 | 9.6 MB |
| 06. Demo- Accessing Google Drive Contents from Colab.mp4 | 5.0 MB |
| 07. Demo- Widgets~.mp4 | 10.6 MB |
| 08. Demo- Building a Regression Model.mp4 | 11.7 MB |
| 09. Demo- Integrating with Github.mp4 | 5.9 MB |
| 10. Summary and Further Study.mp4 | 2.4 MB |
| python-programming-using-ide~.zip | 9.0 MB |
| 01. Course Overview~.mp4 | 4.3 MB |
| 01. Programming Python Using an IDE! But Why- And Which One-.mp4 | 18.7 MB |
| 02. Code Editors vs. Integrated Development Environments.mp4 | 3.4 MB |
| 03. Overview of Available Code Editors for Python.mp4 | 28.9 MB |
| 04. Configuring Python Features for Specific Code Editors.mp4 | 29.7 MB |
| 05. Takeaway~.mp4 | 2.7 MB |
| 01. Improving Your Productivity Programming in Python with an IDE.mp4 | 21.4 MB |
| 02. Customizing IDEs~.mp4 | 22.8 MB |
| 03. Features That Improve Productivity Coding with an IDE.mp4 | 19.7 MB |
| 04. Organizing, Navigating, Refactoring, and Styling Code.mp4 | 31.6 MB |
| 05. Running and Debugging Python Code with an IDE.mp4 | 26.3 MB |
| 06. Integrating with Version Control Using an IDE.mp4 | 25.8 MB |
| 07. Working with Databases in Python Using an IDE.mp4 | 7.9 MB |
| 08. Unit Testing with an IDE~.mp4 | 7.6 MB |
| 09. Takeaway~.mp4 | 3.8 MB |
| 01. Leveraging a Python IDE for Data Science~.mp4 | 4.2 MB |
| 02. Leveraging Data Science and Scientific Tools in PyCharm.mp4 | 5.4 MB |
| 03. Working with an IDE Built for Scientific Python- Spyder.mp4 | 4.9 MB |
| 04. Using Jupyter Notebook for Data Science~.mp4 | 8.1 MB |
| 05. Using Apache Zeppelin for Data Science~.mp4 | 4.8 MB |
| 06. Cloudera Data Science Workbench for Data Science at Scale.mp4 | 10.3 MB |
| 07. Takeaway~.mp4 | 1.7 MB |
| 01. Final Takeaway~.mp4 | 3.0 MB |
| pygal-python-data-playbook~.zip | 5.5 MB |
| 01. Course Overview~.mp4 | 4.2 MB |
| 01. Overview~.mp4 | 2.2 MB |
| 02. Introducing Pygal~.mp4 | 5.1 MB |
| 03. Vector and Raster Images~.mp4 | 7.8 MB |
| 04. The SVG Format~.mp4 | 4.5 MB |
| 05. Install Pygal~.mp4 | 8.3 MB |
| 06. Interacting with Pygal Charts~.mp4 | 11.3 MB |
| 07. Plot Data from a CSV File~.mp4 | 12.0 MB |
| 08. Stacked Bar Charts~.mp4 | 7.6 MB |
| 01. Overview~.mp4 | 2.1 MB |
| 02. Construct a Basic Pie Chart~.mp4 | 11.8 MB |
| 03. Donut and Half Pie Charts~.mp4 | 8.9 MB |
| 04. Chart, Serie, and Value Configurations~.mp4 | 11.2 MB |
| 05. Defining Styles and Configs~.mp4 | 10.7 MB |
| 06. Introducing Line and Datetimeline Charts~.mp4 | 10.2 MB |
| 07. Plotting Real Data with Line and Dateline Charts~.mp4 | 9.4 MB |
| 08. Introducing XY Plots~.mp4 | 6.8 MB |
| 09. Exploring Real Data with XY Plots~.mp4 | 12.8 MB |
| 10. Summary~.mp4 | 1020.5 KB |
| 01. Overview~.mp4 | 923.3 KB |
| 02. Plotting Histograms~.mp4 | 7.1 MB |
| 03. Pyramid Charts~.mp4 | 8.4 MB |
| 04. Visualizing Distributions with Box Plots~.mp4 | 11.4 MB |
| 05. Constructing a Map Visualization~.mp4 | 12.8 MB |
| 06. Generating Radar Plots~.mp4 | 13.1 MB |
| 07. Constructing a Funnel Visualization~.mp4 | 7.9 MB |
| 08. Creating Gauge Plots~.mp4 | 10.2 MB |
| 09. Solid Gauge Plots~.mp4 | 7.0 MB |
| 10. Constructing a Dot Plot~.mp4 | 12.8 MB |
| 11. Representing Negative Values in a Dot Plot~.mp4 | 4.3 MB |
| 12. Building a Treemap Visualization~.mp4 | 11.2 MB |
| 13. Summary~.mp4 | 730.0 KB |
| 01. Overview~.mp4 | 1.2 MB |
| 02. Rendering Charts to Image Files~.mp4 | 15.5 MB |
| 03. Rendering Charts to Specialized Formats~.mp4 | 15.8 MB |
| 04. PyQuery and Pygal~.mp4 | 12.8 MB |
| 05. Building Sparklines~.mp4 | 5.4 MB |
| 06. Building a Flask App to Render Pygal Charts~.mp4 | 10.6 MB |
| 07. Testing the Flask App~.mp4 | 3.3 MB |
| 08. Summary~.mp4 | 2.2 MB |
| python-data-analysts~.zip | 2.4 MB |
| 01. Course Overview~.mp4 | 3.3 MB |
| 01. Module Overview~.mp4 | 1.8 MB |
| 02. Prerequisites and Course Outline~.mp4 | 1.7 MB |
| 03. Python for Data Analysts~.mp4 | 4.5 MB |
| 04. Essential Analytical Building Blocks~.mp4 | 7.4 MB |
| 05. Demo- Installing Anaconda Python on MacOS~.mp4 | 9.1 MB |
| 06. Demo- Installing Anaconda Python on Windows~.mp4 | 8.9 MB |
| 07. Demo- Simple Expressions~.mp4 | 11.0 MB |
| 08. Demo- Logical Operations~.mp4 | 8.5 MB |
| 09. Demo- Variables~.mp4 | 9.9 MB |
| 10. Demo- Basic Types and Type Conversions~.mp4 | 7.5 MB |
| 11. Demo- Simple Strings and Multi-line Strings~.mp4 | 6.5 MB |
| 12. Module Summary~.mp4 | 1.8 MB |
| 01. Module Overview~.mp4 | 2.0 MB |
| 02. Demo- Introducing Built-in Functions~.mp4 | 11.5 MB |
| 03. Demo- String Functions, Return Values, and Nested Function Invocations.mp4 | 10.9 MB |
| 04. Demo- Introducing Lists~.mp4 | 8.9 MB |
| 05. Demo- List Slicing Operations and List Functions.mp4 | 7.8 MB |
| 06. Demo- Concatenating and Copying Lists~.mp4 | 4.4 MB |
| 07. Demo- Introducing Tuples~.mp4 | 7.4 MB |
| 08. Demo- Introducing Dictionaries~.mp4 | 10.2 MB |
| 09. Module Summary~.mp4 | 2.0 MB |
| 01. Module Overview~.mp4 | 2.1 MB |
| 02. Transactional and Analytical Processing~.mp4 | 8.0 MB |
| 03. Demo- If Statements for Conditional Branching.mp4 | 7.9 MB |
| 04. Demo- If Else Statements~.mp4 | 12.0 MB |
| 05. Demo- Using if with Lists and Dictionary Elements.mp4 | 5.3 MB |
| 06. Demo- If-elif for Multiple Conditional Checks.mp4 | 6.3 MB |
| 07. Demo- Iterating over List Elements Using a For Loop.mp4 | 8.1 MB |
| 08. Demo- Using For Loops with the Range Function.mp4 | 5.2 MB |
| 09. Demo- Iterating over Dictionary Elements Using a For Loop.mp4 | 3.9 MB |
| 10. Demo- Conditional Looping Using While Loops.mp4 | 14.1 MB |
| 11. Demo- Break~.mp4 | 7.6 MB |
| 12. Demo- Continue and Pass~.mp4 | 7.3 MB |
| 13. Module Summary~.mp4 | 1.9 MB |
| 01. Module Overview~.mp4 | 2.2 MB |
| 02. Demo- Defining and Invoking Custom Functions~.mp4 | 12.8 MB |
| 03. Demo- Passing Input Arguments to Functions~.mp4 | 5.5 MB |
| 04. Demo- Returning Values from Functions~.mp4 | 9.8 MB |
| 05. Demo- Reassignment of Variables within Functions.mp4 | 13.1 MB |
| 06. Demo- Modification of Complex Types within Functions.mp4 | 6.8 MB |
| 07. Demo- Invoking Functions with Keyword Arguments.mp4 | 10.6 MB |
| 08. Demo- Assigning Default Values for Input Arguments.mp4 | 5.5 MB |
| 09. Demo- First Class Functions~.mp4 | 12.1 MB |
| 10. Module Summary~.mp4 | 2.0 MB |
| 01. Module Overview~.mp4 | 1.9 MB |
| 02. Demo- Working with the Math Module~.mp4 | 5.2 MB |
| 03. Demo- Introducing NumPy~.mp4 | 7.9 MB |
| 04. Demo- Introducing Pandas~.mp4 | 4.5 MB |
| 05. Demo- Working with the Command Line Processes and Environment Variables.mp4 | 16.3 MB |
| 06. Demo- Reading the Contents of a File~.mp4 | 8.8 MB |
| 07. Demo- Overwriting and Appending Content to a File~.mp4 | 10.0 MB |
| 08. Demo- Working with CSV and JSON Files~.mp4 | 8.4 MB |
| 09. Module Summary~.mp4 | 2.5 MB |
| python-sqlalchemy-playbook-understanding-databases~.zip | 8.8 MB |
| 01. Course Overview~.mp4 | 3.5 MB |
| 01. Up and Running with SQLAlchemy.mp4 | 3.8 MB |
| 02. Installing and Importing SQLAlchemy.mp4 | 5.8 MB |
| 03. Loading Data Using SQLAlchemy.mp4 | 6.6 MB |
| 04. Using Pandas and SQLAlchemy to Load, Work, and View Your Data.mp4 | 4.2 MB |
| 05. Visualizing and Graphing Data with Matplotlib.mp4 | 5.4 MB |
| 06. Takeaway~.mp4 | 1.4 MB |
| 01. Querying with SQLAlchemy~.mp4 | 1.6 MB |
| 02. Picking a Database~.mp4 | 5.4 MB |
| 03. Connecting to Databases- Connectors and the Connection String.mp4 | 5.9 MB |
| 04. Querying with SQL~.mp4 | 2.2 MB |
| 05. Object-relational Mapper (ORM) and Classical Mapping.mp4 | 5.6 MB |
| 06. The Declarative API~.mp4 | 10.9 MB |
| 07. More Querying and Database Functions.mp4 | 12.0 MB |
| 08. Using Joins~.mp4 | 2.1 MB |
| 09. Working with Hierarchical Tables~.mp4 | 3.4 MB |
| 10. Takeaway~.mp4 | 1.9 MB |
| 01. Creating Databases with SQLAlchemy~.mp4 | 1.5 MB |
| 02. Creating Databases~.mp4 | 3.2 MB |
| 03. Creating Tables~.mp4 | 4.9 MB |
| 04. Primary Keys, Constraints, and Data Defaults.mp4 | 9.4 MB |
| 05. Inserting Data- Single and Multiple Rows.mp4 | 6.1 MB |
| 06. Loading a CSV into a Table~.mp4 | 2.8 MB |
| 07. Takeaway~.mp4 | 1.3 MB |
| 01. Manipulating Databases with SQLAlchemy.mp4 | 1.2 MB |
| 02. Updating Data in a Database~.mp4 | 6.6 MB |
| 03. Correlated Updates~.mp4 | 1.7 MB |
| 04. Deleting Data from a Database~.mp4 | 3.4 MB |
| 05. Deleting Tables~.mp4 | 2.0 MB |
| 06. Takeaway~.mp4 | 1.4 MB |
| 01. Final Takeaway~.mp4 | 2.9 MB |
| web-scraping-python-data-playbook~.zip | 1.9 MB |
| 01. Course Overview~.mp4 | 3.9 MB |
| 01. General Strategies for Scraping Web Pages~.mp4 | 3.4 MB |
| 02. Reviewing Our Target Auto-MPG Web Page~.mp4 | 11.6 MB |
| 03. The Complicated Difference between Dynamic and Static Web Pages.mp4 | 6.0 MB |
| 01. A Primer on HTML and CSS~.mp4 | 4.8 MB |
| 02. Understanding the HTML, CSS and Structure of Our Target Page.mp4 | 12.7 MB |
| 03. Coming up with a Strategy for a More Complicated Web Page.mp4 | 8.1 MB |
| 04. Using BeautifulSoup4 to Navigate Our Scraped Data~.mp4 | 15.6 MB |
| 05. Extracting Information from a Scraped Division~.mp4 | 9.2 MB |
| 06. Using Selectors as an Alternative to the Find Method~.mp4 | 6.1 MB |
| 07. Advice and Strategy for Scraping~.mp4 | 2.0 MB |
| 08. Building the Scraper Module Using PyCharm~.mp4 | 14.7 MB |
| 09. Dealing with Missing Data during the Scrape~.mp4 | 9.3 MB |
| 10. Refactoring Our Code and Caching Our Scraped Data~.mp4 | 9.8 MB |
| 11. Adding a Test to Verify Our Regular Expression Processing.mp4 | 14.0 MB |
| 01. Exporting Scraped Data to a CSV File~.mp4 | 7.8 MB |
| 02. Getting a Data Overview with Pandas~.mp4 | 6.4 MB |
| 03. Exploratory Data Analysis Strategy~.mp4 | 8.3 MB |
| 04. Reviewing Our Hypothesis~.mp4 | 6.4 MB |
| 05. Investigating Relationships between MPG and Weight~.mp4 | 7.4 MB |
| 06. Understanding How Cylinders and Displacement Are Related~.mp4 | 3.7 MB |
| 07. Looking at MPG over the Years~.mp4 | 3.7 MB |
| 08. Understanding Brands and Territories with Text Processing~.mp4 | 4.0 MB |
| 09. Telling a Data Story to Explain Our Discoveries~.mp4 | 6.2 MB |
| Building Your First Python Analytics Solution [AhLaN]~.jpg | 1.2 MB |
| Cleaning Data- Python Data Playbook [AhLaN]~.jpg | 1.1 MB |
| Create and Share Analytics with Jupyter Notebooks [AhLaN]~.jpg | 834.8 KB |
| Data Wrangling with Python [AhLaN]~.jpg | 1.1 MB |
| Importing Data- Python Data Playbook [AhLaN]~.jpg | 834.4 KB |
| Leveraging Online Resources for Python Analytics [AhLaN]~.jpg | 469.7 KB |
| Programming Python Using an IDE [AhLaN]~.jpg | 799.0 KB |
| Pygal- Python Data Playbook [AhLaN]~.jpg | 820.6 KB |
| Python for Data Analysts [AhLaN]~.jpg | 924.4 KB |
| Understanding Databases with SQLAlchemy- Python Data Playbook [AhLaN]~.jpg | 1.1 MB |
| Web Scraping- Python Data Playbook [AhLaN]~.jpg | 1.1 MB |
| advanced-web-scraping-tactics-python-playbook~.zip | 879.9 KB |
| 01. Course Overview~.mp4 | 5.9 MB |
| 01. Course Introduction.mp4 | 2.9 MB |
| 02. Software and Course Prerequisites.mp4 | 6.5 MB |
| 03. What Is Advanced Web Scraping-.mp4 | 3.7 MB |
| 04. Handling Form Submissions - GET Forms.mp4 | 7.4 MB |
| 05. Handling Form Submissions - POST Forms.mp4 | 14.5 MB |
| 01. Module Overview~.mp4 | 1.2 MB |
| 02. Scraping Sites with Logins.mp4 | 5.6 MB |
| 03. Demo- Scraping a Site with a Login.mp4 | 13.7 MB |
| 04. Submitting Button Input Values.mp4 | 1.7 MB |
| 05. Demo- Creating an Account on a Website with Python and Selenium.mp4 | 21.6 MB |
| 01. Module Overview~.mp4 | 1.0 MB |
| 02. When Will You Need to Upload Files during Scraping-.mp4 | 2.6 MB |
| 03. Demo- Reverse Image Search and Information Scraping Using Selenium and Beautiful Soup.mp4 | 8.5 MB |
| 04. Course Summary and Feedback~.mp4 | 2.8 MB |
| crawling-web-python-scrapy~.zip | 2.1 MB |
| 01. Course Overview~.mp4 | 8.8 MB |
| 01. Introduction, Overview, and Prerequisites.mp4 | 2.8 MB |
| 02. Concepts~.mp4 | 4.0 MB |
| 03. Legal or Illegal~.mp4 | 3.6 MB |
| 04. Legal Consequences~.mp4 | 4.8 MB |
| 05. General Advice~.mp4 | 4.5 MB |
| 06. Why Scrapy~.mp4 | 5.5 MB |
| 07. Demo- Extracting Data without Scrapy.mp4 | 21.4 MB |
| 08. Summary~.mp4 | 1.7 MB |
| 01. Introduction and Overview.mp4 | 1.4 MB |
| 02. Introduction to Scrapy.mp4 | 4.4 MB |
| 03. Scrapy Architecture.mp4 | 3.3 MB |
| 04. Beautiful Soup~.mp4 | 3.6 MB |
| 05. Demo- Creating and Scaffolding a New Scrapy Project.mp4 | 10.9 MB |
| 06. Summary~.mp4 | 1.7 MB |
| 01. Introduction and Overview.mp4 | 1.5 MB |
| 02. Spiders Overview~.mp4 | 2.1 MB |
| 03. Types of Scrapy Spiders~.mp4 | 2.6 MB |
| 04. scrapy.Spider~.mp4 | 2.5 MB |
| 05. CrawlSpider~.mp4 | 3.5 MB |
| 06. XMLFeedSpider~.mp4 | 2.4 MB |
| 07. CSVFeedSpider~.mp4 | 2.1 MB |
| 08. SitemapSpider~.mp4 | 2.8 MB |
| 09. Demo- Implementing a scrapy.Spider.mp4 | 34.0 MB |
| 10. Demo- Implementing a CrawlSpider.mp4 | 24.4 MB |
| 11. Summary~.mp4 | 1.1 MB |
| 01. Introduction and Overview~.mp4 | 1.3 MB |
| 02. Allow and Deny Rules~.mp4 | 941.2 KB |
| 03. Processors~.mp4 | 5.0 MB |
| 04. Item Loaders~.mp4 | 2.0 MB |
| 05. Item Pipelines~.mp4 | 3.1 MB |
| 06. Demo- Implementing a Scraping Pipeline~.mp4 | 27.9 MB |
| 07. Summary~.mp4 | 1.1 MB |
| 01. Introduction and Overview~.mp4 | 1.1 MB |
| 02. Feed Exporter~.mp4 | 2.1 MB |
| 03. Demo- Using an Exporter to Save Data~.mp4 | 15.0 MB |
| 04. Summary~.mp4 | 2.1 MB |
| exploring-web-scraping-python~.zip | 31.2 MB |
| 01. Exploring Web Scraping with Python~.mp4 | 3.7 MB |
| 01. How Web Scraping Is Useful~.mp4 | 6.1 MB |
| 02. Web Scraping Examples~.mp4 | 2.5 MB |
| 03. Scraping for a Car~.mp4 | 6.2 MB |
| 01. Human Browsing Versus Web Scraping~.mp4 | 3.4 MB |
| 02. HTTP Overview~.mp4 | 4.2 MB |
| 03. URL Hacking~.mp4 | 9.6 MB |
| 01. HTML & CSS Selectors~.mp4 | 11.4 MB |
| 02. XPath~.mp4 | 4.3 MB |
| 03. Chrome Developer Tools~.mp4 | 38.5 MB |
| 01. Is Web Scraping Legal- Is it Ethical-~.mp4 | 13.2 MB |
| 02. Web Scraping Legal Risks~.mp4 | 8.9 MB |
| 03. hiQ Labs Legal Case~.mp4 | 4.5 MB |
| 01. Python Scraping Environment~.mp4 | 6.9 MB |
| 02. Download a Page to Scrape~.mp4 | 9.2 MB |
| 03. Extract Data to Pandas~.mp4 | 18.1 MB |
| 01. Scrapy Framework~.mp4 | 7.9 MB |
| 02. Scrapy Shell~.mp4 | 3.8 MB |
| 03. Truecar Spider~.mp4 | 14.5 MB |
| 01. JavaScript Scraping Problem~.mp4 | 11.6 MB |
| 02. Requests-HTML~.mp4 | 6.6 MB |
| 03. Selenium~.mp4 | 8.2 MB |
| 01. Web Scraping Wrap Up~.mp4 | 8.1 MB |
| extracting-data-html-beautifulsoup~.zip | 2.0 MB |
| 01. Course Overview~.mp4 | 3.1 MB |
| 01. Module Overview~.mp4 | 1.7 MB |
| 02. Prerequisites and Course Outline~.mp4 | 1.8 MB |
| 03. Introducing Web Scraping~.mp4 | 3.3 MB |
| 04. Regular Expressions and Beautiful Soup~.mp4 | 10.8 MB |
| 05. Making GET Requests Using Httplib2, Urllib and Requests.mp4 | 19.1 MB |
| 06. Introducing Regular Expressions~.mp4 | 8.3 MB |
| 07. Performing Simple Pattern Matches Using Regular Expressions.mp4 | 8.5 MB |
| 08. Parsing Web Pages Using Regular Expressions.mp4 | 15.5 MB |
| 09. Introducing Beautiful Soup~.mp4 | 19.2 MB |
| 10. Module Summary~.mp4 | 1.6 MB |
| 01. Module Overview~.mp4 | 1.7 MB |
| 02. Parsing Web Pages with Beautiful Soup~.mp4 | 15.5 MB |
| 03. Tags, Attributes, NavigableStrings, Comments~.mp4 | 8.2 MB |
| 04. Navigating Using Tags and Contents~.mp4 | 9.6 MB |
| 05. Navigating Children, Descendants, and Parents~.mp4 | 16.0 MB |
| 06. Navigating Sideways Using Next and Previous Sibling.mp4 | 7.0 MB |
| 07. Navigating Sideways Using Next Element and Previous Element.mp4 | 5.7 MB |
| 08. Filter by Tags and Attributes Using Regular Expressions and Custom Functions.mp4 | 15.2 MB |
| 09. Extracting Absolute and Relative Links from HTML~.mp4 | 15.1 MB |
| 10. Module Summary~.mp4 | 1.7 MB |
| 01. Module Overview~.mp4 | 2.0 MB |
| 02. XML and XPath~.mp4 | 5.6 MB |
| 03. Performing Advanced Search on the Parse Tree.mp4 | 13.3 MB |
| 04. Searching Using Variations of Find and Find All.mp4 | 8.8 MB |
| 05. CSS Selectors Using Soup Sieve~.mp4 | 16.5 MB |
| 06. Using XPath to Navigate an XML Tree.mp4 | 10.8 MB |
| 07. Module Summary~.mp4 | 2.1 MB |
| 01. Module Overview~.mp4 | 1.7 MB |
| 02. Modifying the HTML Parse Tree~.mp4 | 11.2 MB |
| 03. Exploring Beautiful Soup Functions to Modify the Parse Tree.mp4 | 10.7 MB |
| 04. Miscellaneous Operations Using Beautiful Soup.mp4 | 10.9 MB |
| 05. Working with Different Parsers.mp4 | 6.5 MB |
| 06. Using the Soup Strainer to Parse Parts of a Document.mp4 | 5.4 MB |
| 07. Encodings in Beautiful Soup~.mp4 | 4.6 MB |
| 08. Summary and Further Study~.mp4 | 2.3 MB |
| scraping-dynamic-web-pages-python-selenium~.zip | 17.3 MB |
| 01. Course Overview~.mp4 | 4.0 MB |
| 01. Module Introduction~.mp4 | 3.9 MB |
| 02. Overview of Scraping Dynamic Webpages~.mp4 | 2.6 MB |
| 03. What Is Selenium and Where Is It Used-.mp4 | 4.4 MB |
| 04. Selenium WebDriver~.mp4 | 5.6 MB |
| 05. Demo- Installing Libraries~.mp4 | 7.2 MB |
| 06. Demo- Opening a Webpage with WebDriver.mp4 | 6.8 MB |
| 07. Summary~.mp4 | 1.1 MB |
| 01. Module Introduction~.mp4 | 1.4 MB |
| 02. Introduction to Elements.mp4 | 1.5 MB |
| 03. Methods to Locate Elements.mp4 | 8.5 MB |
| 04. Demo- Locating Elements in a Webpage - Part 1.mp4 | 7.5 MB |
| 05. Demo- Locating Elements in a Webpage - Part 2.mp4 | 12.9 MB |
| 06. Demo- Navigating a Webpage with Selenium.mp4 | 13.2 MB |
| 07. Summary~.mp4 | 912.9 KB |
| 01. Module Introduction~.mp4 | 1.0 MB |
| 02. Introduction to Beautiful Soup.mp4 | 3.6 MB |
| 03. Transitioning from Selenium to Beautiful Soup.mp4 | 1.5 MB |
| 04. Demo- Combining Tools to Scrape a Dynamic Webpage - Introduction.mp4 | 5.9 MB |
| 05. Demo- Combining Tools to Scrape a Dynamic Webpage - Practical Implementation.mp4 | 16.5 MB |
| 06. Summary~.mp4 | 849.7 KB |
| 01. Module Introduction~.mp4 | 960.6 KB |
| 02. Challenges in Web Scraping.mp4 | 6.2 MB |
| 03. Tips to Increase Efficiency & Best Practices.mp4 | 6.7 MB |
| 04. Summary~.mp4 | 1.7 MB |
| scraping-first-web-page-python~.zip | 2.6 MB |
| 01. Course Overview~.mp4 | 4.0 MB |
| 01. Module Overview~.mp4 | 1.7 MB |
| 02. Prerequisites and Course Outline~.mp4 | 1.8 MB |
| 03. HTTP Requests and Responses~.mp4 | 9.1 MB |
| 04. Web Scraping~.mp4 | 3.4 MB |
| 05. HTTP Client Libraries~.mp4 | 5.8 MB |
| 06. Making GET Requests Using httplib2~.mp4 | 16.4 MB |
| 07. Making OPTIONS, POST, PUT Requests with httplib2.mp4 | 7.8 MB |
| 08. Handling Redirects with httplib2~.mp4 | 7.2 MB |
| 09. Making HTTP Requests and Parsing URLs Using urllib.mp4 | 14.6 MB |
| 10. GET and POST Requests Using the Requests Library.mp4 | 11.4 MB |
| 11. Handling Redirects with the Requests Library~.mp4 | 6.7 MB |
| 12. Module Summary~.mp4 | 1.8 MB |
| 01. Module Overview~.mp4 | 1.9 MB |
| 02. The HTML Parse Tree~.mp4 | 4.8 MB |
| 03. Beautiful Soup for HTML Parsing~.mp4 | 2.7 MB |
| 04. Introducing Beautiful Soup~.mp4 | 11.6 MB |
| 05. Extracting Specific Page Elements~.mp4 | 16.5 MB |
| 06. Filtering Elements Using Find and Find All.mp4 | 13.9 MB |
| 07. Searching and Filtering Using Custom Functions.mp4 | 5.5 MB |
| 08. Extracting Links from a Page~.mp4 | 20.2 MB |
| 09. Using a Soup Strainer to Parse a Subset of a Document.mp4 | 9.0 MB |
| 10. Module Summary~.mp4 | 1.8 MB |
| 01. Module Overview~.mp4 | 1.6 MB |
| 02. Parsing Web Content~.mp4 | 3.8 MB |
| 03. Introducing Scrapy~.mp4 | 6.6 MB |
| 04. Getting Started with Scrapy~.mp4 | 16.5 MB |
| 05. Introducing the Scrapy Shell~.mp4 | 10.5 MB |
| 06. Selecting Elements Using CSS Selectors.mp4 | 27.8 MB |
| 07. Advanced Selections Using CSS Selectors.mp4 | 17.1 MB |
| 08. Selecting Elements Using XPath Selectors.mp4 | 26.8 MB |
| 09. Module Summary~.mp4 | 1.6 MB |
| 01. Module Overview~.mp4 | 1.6 MB |
| 02. How Scrapy Works~.mp4 | 5.4 MB |
| 03. Creating Your First Custom Spider~.mp4 | 19.3 MB |
| 04. Writing Scraped Contents to a File~.mp4 | 6.4 MB |
| 05. Exploring Items Using the Scrapy Shell~.mp4 | 7.2 MB |
| 06. Using Items to Store Extracted Content~.mp4 | 12.8 MB |
| 07. Using Item Loaders and Input and Output Processors for Scraped Data.mp4 | 20.3 MB |
| 08. Using Pipelines to Transform Scraped Data.mp4 | 13.7 MB |
| 09. Module Summary~.mp4 | 2.1 MB |
| Pluralsight - Advanced Web Scraping Tactics- Python Playbook [AhLaN]~.jpg | 992.5 KB |
| Pluralsight - Crawling the Web with Python and Scrapy [AhLaN]~.jpg | 917.6 KB |
| Pluralsight - Exploring Web Scraping with Python [AhLaN]~.jpg | 1.0 MB |
| Pluralsight - Extracting Data from HTML with BeautifulSoup [AhLaN]~.jpg | 728.2 KB |
| Pluralsight - Scraping Dynamic Web Pages with Python and Selenium [AhLaN]~.jpg | 754.6 KB |
| Pluralsight - Scraping Your First Web Page with Python [AhLaN]~.jpg | 991.2 KB |
| Building Your First Python Analytics Solution [AhLaN].jpg | 1.2 MB |
| Cleaning Data- Python Data Playbook [AhLaN].jpg | 1.1 MB |
| Create and Share Analytics with Jupyter Notebooks [AhLaN].jpg | 834.8 KB |
| Data Wrangling with Python [AhLaN].jpg | 1.1 MB |
| Finding Relationships in Data with Python [AhLaN].jpg | 887.2 KB |
| Importing Data- Python Data Playbook [AhLaN].jpg | 834.4 KB |
| Interpreting Data Using Descriptive Statistics with Python [AhLaN].jpg | 691.7 KB |
| Interpreting Data Using Statistical Models with Python [AhLaN].jpg | 902.1 KB |
| Leveraging Online Resources for Python Analytics [AhLaN].jpg | 469.7 KB |
| Pluralsight - Advanced Generators and Coroutines [AhLaN].jpg | 855.7 KB |
| Pluralsight - Advanced Python [AhLaN].jpg | 189.5 KB |
| Pluralsight - Advanced Web Scraping Tactics- Python Playbook [AhLaN].jpg | 992.5 KB |
| Pluralsight - Core Python- Classes and Object-orientation [AhLaN].jpg | 774.5 KB |
| Pluralsight - Core Python- Functions and Functional Programming [AhLaN].jpg | 807.3 KB |
| Pluralsight - Core Python- Getting Started [AhLaN].jpg | 782.7 KB |
| Pluralsight - Core Python- Hashing and More Collections [AhLaN].jpg | 774.2 KB |
| Pluralsight - Core Python- Implementing Iterators, Iterables and Collections [AhLaN].jpg | 726.2 KB |
| Pluralsight - Core Python- Introspection [AhLaN].jpg | 915.3 KB |
| Pluralsight - Core Python- Numeric Types, Dates, and Times [AhLaN].jpg | 706.0 KB |
| Pluralsight - Core Python- Organizing Larger Programs [AhLaN].jpg | 1.1 MB |
| Pluralsight - Core Python- Robust Resource and Error Handling [AhLaN].jpg | 824.3 KB |
| Pluralsight - Core Python- The Numeric Tower, Conversion, and Operators [AhLaN].jpg | 936.5 KB |
| Pluralsight - Crawling the Web with Python and Scrapy [AhLaN].jpg | 917.6 KB |
| Pluralsight - Exploring Web Scraping with Python [AhLaN].jpg | 1.0 MB |
| Pluralsight - Extracting Data from HTML with BeautifulSoup [AhLaN].jpg | 728.2 KB |
| Pluralsight - Full Stack Web Development with Python (WEB2PY) [AhLaN].jpg | 189.5 KB |
| Pluralsight - Managing Python Packages and Virtual Environments [AhLaN].jpg | 834.4 KB |
| Pluralsight - Python Best Practices for Code Quality [AhLaN].jpg | 979.8 KB |
| Pluralsight - Python – Beyond the Basics [AhLaN].jpg | 80.5 KB |
| Pluralsight - Python- The Big Picture [AhLaN].jpg | 189.5 KB |
| Pluralsight - Scraping Dynamic Web Pages with Python and Selenium [AhLaN].jpg | 754.6 KB |
| Pluralsight - Scraping Your First Web Page with Python [AhLaN].jpg | 991.2 KB |
| Pluralsight - Unit Testing with Python [AhLaN].jpg | 869.2 KB |
| Programming Python Using an IDE [AhLaN].jpg | 799.0 KB |
| Pygal- Python Data Playbook [AhLaN].jpg | 820.6 KB |
| Python for Data Analysts [AhLaN].jpg | 924.4 KB |
| Understanding Databases with SQLAlchemy- Python Data Playbook [AhLaN].jpg | 1.1 MB |
| Web Scraping- Python Data Playbook [AhLaN].jpg | 1.1 MB |
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338.8 MB
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| Uploaded by freecoursewb | Size 338.8 MB | Health [ 6 /7 ] | Added 2023-10-23 |
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2023-10-28
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2024-04-05
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326.1 MB
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2023-10-23
| Uploaded by freecoursewb | Size 326.1 MB | Health [ 3 /2 ] | Added 2023-10-23 |
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238.5 MB
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2023-06-02
| Uploaded by SunRiseZone | Size 238.5 MB | Health [ 10 /4 ] | Added 2023-06-02 |
NOTE
SOURCE: Pluralsight - Python course collection (45+ courses) [AhLaN]
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