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Category:
Language:
English
Total Size:
3.2 GB
Info Hash:
3E8C982AE6AF09224D2BE5DDA2B06CD25739352D
Added By:
Added:
March 21, 2024, 5:43 p.m.
Stats:
|
(Last updated: May 5, 2025, 1:06 a.m.)
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 183 bytes |
| 1 - Install Python and Jupyter Notebook.html | 214 bytes |
| 1 - Mac.pdf | 1.5 MB |
| 1 - Windows.pdf | 929.7 KB |
| 2 - Setting up ChatGPT and GPT 4.mp4 | 6.9 MB |
| 3 - Download Practice datasets.html | 303 bytes |
| Cleaned_Data.xlsx | 74.6 KB |
| Data+for+cleaning.xlsx | 74.4 KB |
| data+1.xlsx | 41.9 KB |
| data+2.xlsx | 45.2 KB |
| practice_filtering+data.xlsx | 11.5 KB |
| Extra Data.xlsx | 10.5 KB |
| Extra Variable.xlsx | 33.0 KB |
| sales data.xlsx | 85.0 KB |
| _Cleaned_Data.xlsx | 868 bytes |
| _Data+for+cleaning.xlsx | 877 bytes |
| _data+1.xlsx | 864 bytes |
| _data+2.xlsx | 864 bytes |
| _practice_filtering+data.xlsx | 937 bytes |
| _Extra Data.xlsx | 344 bytes |
| _Extra Variable.xlsx | 344 bytes |
| _sales data.xlsx | 344 bytes |
| 40 - Linear regression ML model.mp4 | 127.6 MB |
| 41 - Decision Tree regression ML model.mp4 | 36.8 MB |
| 42 - Random Forest regression ML model.mp4 | 59.8 MB |
| 43 - Support Vector regression ML model.mp4 | 46.8 MB |
| 44 - Logistic Regression ML model.mp4 | 194.8 MB |
| 45 - Decision Tree classification ML model.mp4 | 105.9 MB |
| 46 - Random Forest classification ML model.mp4 | 75.9 MB |
| 47 - K Nearest Neighbours classification ML model.mp4 | 151.2 MB |
| 48 - KMeans Clustering ML model.mp4 | 169.8 MB |
| 49 - Getting Started with GPT4 Data Analyst.mp4 | 6.8 MB |
| 50 - Identify missing values.mp4 | 14.7 MB |
| 51 - Impute missing values.mp4 | 25.0 MB |
| 52 - Exploring data types.mp4 | 12.8 MB |
| 53 - Finding inconsistent values.mp4 | 10.5 MB |
| 54 - Dropping inconsistent values.mp4 | 16.8 MB |
| 55 - Dealing with duplicates.mp4 | 76.8 MB |
| 56 - Sorting dataset.mp4 | 21.5 MB |
| 57 - Filtering datasets.mp4 | 20.4 MB |
| 58 - Inner joining method.mp4 | 28.1 MB |
| 59 - Other joining methods.mp4 | 22.0 MB |
| 60 - Boxcox transformation.mp4 | 32.9 MB |
| 61 - Feature binning.mp4 | 15.3 MB |
| 62 - Feature encoding.mp4 | 15.5 MB |
| 63 - Creating dummy variables.mp4 | 15.1 MB |
| 64 - Nominal data analysis.mp4 | 17.5 MB |
| 65 - Descriptive analysis.mp4 | 56.8 MB |
| 66 - Group by data analysis.mp4 | 12.7 MB |
| 67 - Crosstabulation analysis.mp4 | 75.9 MB |
| 68 - Correlation analysis.mp4 | 45.4 MB |
| 69 - Oneway ANOVA analysis.mp4 | 85.8 MB |
| 70 - Pearson correlation analysis.mp4 | 18.5 MB |
| 71 - Regression analysis.mp4 | 74.6 MB |
| 72 - Feature scaling and preprocessing.mp4 | 49.0 MB |
| 73 - Splitting data into train and test sets.mp4 | 26.8 MB |
| 74 - Build and evaluate ML models.mp4 | 50.3 MB |
| 4 - Data Analysis and Its Characteristics.mp4 | 46.7 MB |
| 5 - Complete data analysis workflow.mp4 | 6.3 MB |
| 6 - Statistical Analysis and Its Characteristics.mp4 | 19.7 MB |
| 7 - Confidence level significance level and Pvalue.mp4 | 20.7 MB |
| 8 - Complete hypothesis testing workflow.mp4 | 19.2 MB |
| 10 - Complete Machine Learning Workflow.mp4 | 5.9 MB |
| 9 - Machine Learning and Its Characteristics.mp4 | 6.6 MB |
| 11 - Your First Python Code.mp4 | 11.3 MB |
| 12 - Variables and naming conventions.mp4 | 28.8 MB |
| 13 - Data types integers float strings boolean.mp4 | 29.8 MB |
| 14 - Type conversion and casting.mp4 | 36.5 MB |
| 15 - Arithmetic operators.mp4 | 32.3 MB |
| 16 - Comparison operators.mp4 | 37.0 MB |
| 17 - Logical operators and or not.mp4 | 39.9 MB |
| 18 - Lists creation indexing slicing modifying.mp4 | 83.5 MB |
| 19 - Sets unique elements operations.mp4 | 28.9 MB |
| 20 - Dictionaries keyvalue pairs methods.mp4 | 45.2 MB |
| 21 - Conditional statements if elif else.mp4 | 19.9 MB |
| 22 - Logical expressions in conditions.mp4 | 47.4 MB |
| 23 - Looping structures for loops while loops.mp4 | 34.0 MB |
| 24 - Defining Creating and Calling functions.mp4 | 16.4 MB |
| 25 - Loading dataset.mp4 | 43.5 MB |
| 26 - Handling missing values.mp4 | 106.7 MB |
| 27 - Deal with inconsistent data.mp4 | 69.5 MB |
| 28 - Dealing with missidentified data types.mp4 | 45.2 MB |
| 29 - Dealing with duplicated data.mp4 | 23.7 MB |
| 30 - Sorting and arranging dataset.mp4 | 27.1 MB |
| 31 - Filter data based on conditions.mp4 | 40.9 MB |
| 32 - Merging or adding variables.mp4 | 47.8 MB |
| 33 - Concatenating extra data.mp4 | 49.5 MB |
| 34 - Feature engineering.mp4 | 116.6 MB |
| 35 - Extracting day months year.mp4 | 42.0 MB |
| 36 - Feature encoding.mp4 | 38.9 MB |
| 37 - Creating dummy variables.mp4 | 53.3 MB |
| 38 - Data normalizing.mp4 | 120.3 MB |
| 39 - Splitting data.mp4 | 52.2 MB |
| Bonus Resources.txt | 386 bytes |
Name
DL
Uploader
Size
S/L
Added
-
71.3 MB
[36
/
3]
2023-08-22
| Uploaded by indexFroggy | Size 71.3 MB | Health [ 36 /3 ] | Added 2023-08-22 |
-
565.3 KB
[0
/
10]
2023-12-25
| Uploaded by FreeCourseWeb | Size 565.3 KB | Health [ 0 /10 ] | Added 2023-12-25 |
-
980.6 KB
[4
/
0]
2024-08-29
| Uploaded by FreeCourseWeb | Size 980.6 KB | Health [ 4 /0 ] | Added 2024-08-29 |
-
2.1 GB
[26
/
3]
2024-12-02
| Uploaded by FreeCourseWeb | Size 2.1 GB | Health [ 26 /3 ] | Added 2024-12-02 |
-
1.5 GB
[15
/
5]
2024-09-11
| Uploaded by FreeCourseWeb | Size 1.5 GB | Health [ 15 /5 ] | Added 2024-09-11 |
NOTE
SOURCE: Data Analysis And Machine Learning Python Gpt 3 5 and Gpt 4 FreeCourseWeb
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