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Language:
English
Total Size:
2.3 GB
Info Hash:
75AF8F5561D1948FFE56DB27BC8B3A75C6838591
Added By:
Added:
Feb. 29, 2024, 4:34 p.m.
Stats:
|
(Last updated: Oct. 15, 2025, 12:25 a.m.)
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 183 bytes |
| 1. Introduction.mp4 | 74.2 MB |
| 1. 1. Introducing Fraud Detection and Conducting Exploratory Data Analysis..mp4 | 35.1 MB |
| 2. 2. Model Building for Fraud Detection..mp4 | 42.7 MB |
| 3. 3. Advanced Techniques for Fraud Detection..mp4 | 103.0 MB |
| 4. 4. Model Evaluation and Interpretability..mp4 | 33.8 MB |
| 5. 5. Model Deployment..mp4 | 32.6 MB |
| 1. 1. Introduction to House Prices Prediction..mp4 | 104.1 MB |
| 2. 2. Housing Data Processing & Cleaning For ML Model..mp4 | 123.8 MB |
| 3. 3. Doing EDA (Exploratory Data Analysis) Using Data Visualization..mp4 | 33.4 MB |
| 4. 4. Building Model for the Housing Data..mp4 | 19.8 MB |
| 5. 5. Validating Our Model..mp4 | 29.0 MB |
| 1. 1. Visual Exploring of Google App Store Data..mp4 | 60.9 MB |
| 2. 2. Data Cleaning and Preprocessing of Google App Store Data..mp4 | 46.1 MB |
| 3. 3. Data Visualization Techniques..mp4 | 97.0 MB |
| 4. 4. Statistical Analysis and Hypothesis Testing..mp4 | 49.8 MB |
| 5. 5. Data Storytelling..mp4 | 51.7 MB |
| 6. 6. Conclusion..mp4 | 66.6 MB |
| 1. 1. Introduction to Sentiment Analysis & NLP..mp4 | 80.6 MB |
| 2. 2. Text Preprocessing for Sentiment Analysis..mp4 | 108.9 MB |
| 3. 3. Feature Extraction for Sentiment Analysis..mp4 | 78.3 MB |
| 4. 4. Building Sentiment Analysis Models..mp4 | 29.8 MB |
| 5. 5. Evaluation of Sentiment Analysis Models..mp4 | 38.9 MB |
| 1. 1. Introduction to Predictive Modeling and Machine Learning..mp4 | 29.1 MB |
| 2. 2. Data Exploration and Preprocessing of the Titanic Dataset..mp4 | 42.4 MB |
| 3. 3. Model Selection and Evaluation of The Titanic Dataset..mp4 | 31.3 MB |
| 4. 4. Model Training and Hyperparameter Tuning of The Titanic Dataset..mp4 | 59.5 MB |
| 5. 5. Deployment of The Predictive Models of The Titanic Dataset..mp4 | 61.5 MB |
| 1. 1. Introduction..mp4 | 33.7 MB |
| 2. 2. Data Preprocessing and Cleaning..mp4 | 23.4 MB |
| 3. 3. Visualizing Time Series Data..mp4 | 30.2 MB |
| 4. 4. Building and Evaluating Forecasting Models..mp4 | 48.4 MB |
| 5. 5. Predicting Future Bitcoin Prices..mp4 | 53.4 MB |
| 1. 1. Introduction to Big Data Analytics and Apache Spark..mp4 | 32.7 MB |
| 2. 2. Big Data Data Exploration and Preprocessing..mp4 | 29.9 MB |
| 3. 3. Big Data Transformation and Feature Engineering..mp4 | 27.6 MB |
| 4. 4. Big Data Visualization and Analysis..mp4 | 27.3 MB |
| 5. 5. Conclusion and Next Steps..mp4 | 37.7 MB |
| 1. 1. Reading and Preprocessing Data..mp4 | 37.6 MB |
| 2. 2. Data Transformation and Visualization..mp4 | 29.7 MB |
| 3. 3. Train-Test Split and Model Selection..mp4 | 41.6 MB |
| 4. 4. Model Training with XGBoost..mp4 | 30.7 MB |
| 5. 5. Making Predictions and Submission..mp4 | 19.3 MB |
| 1. 1. Introduction to Customer Churn Prediction..mp4 | 29.5 MB |
| 2. 2. Feature Selection and Model Building..mp4 | 39.1 MB |
| 3. 3. Advanced Techniques for Churn Prediction..mp4 | 51.0 MB |
| 4. 4. Ensemble Methods and Model Evaluation..mp4 | 30.3 MB |
| 5. 5. Model Interpretation, Deployment, and Next steps..mp4 | 27.0 MB |
| 1. 1. How to download Kaggle data in Google Collab!.mp4 | 27.6 MB |
| 2. 2. Creating Directories & The images data..mp4 | 27.8 MB |
| 3. 3. Image data preprocessing and visualization with Python..mp4 | 29.0 MB |
| 4. 4. Creating and Validating Model using CNN..mp4 | 46.2 MB |
| Bonus Resources.txt | 386 bytes |
Name
DL
Uploader
Size
S/L
Added
-
917.6 MB
[7
/
2]
2025-03-07
| Uploaded by freecoursewb | Size 917.6 MB | Health [ 7 /2 ] | Added 2025-03-07 |
-
737.2 MB
[39
/
3]
2024-12-02
| Uploaded by FreeCourseWeb | Size 737.2 MB | Health [ 39 /3 ] | Added 2024-12-02 |
-
434.2 MB
[10
/
3]
2024-10-24
| Uploaded by FreeCourseWeb | Size 434.2 MB | Health [ 10 /3 ] | Added 2024-10-24 |
-
336.1 MB
[6
/
0]
2024-09-11
| Uploaded by FreeCourseWeb | Size 336.1 MB | Health [ 6 /0 ] | Added 2024-09-11 |
NOTE
SOURCE: Udemy Data Science Mastery 10 in 1 Data Interview Projects showoff FreeCourseWeb
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