DevCourseWeb com Udemy Fast Track Machine Learning in Python and ChatGPT

DevCourseWeb com Udemy Fast Track Machine Learning in Python and ChatGPT

Name	[ DevCourseWeb.com ] Udemy - Fast-Track Machine Learning in Python and ChatGPT	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.9 GB
Total Files	61
Last Seen	2025-07-18 23:41
Hash	CE7E7E5C9601AB95507F3782FA3829B1DACA2673

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Get Bonus Downloads Here.url	0.2 KB
/.../1. Setting Up Your Data Analysis Platform/
1. Install Python and Jupyter Notebook.html	0.2 KB
1.1 Mac.pdf	1.6 MB
1.2 Windows.pdf	952.1 KB
2. Setting Up ChatGPT for Easy Machine Learning.html	0.2 KB
2.1 Instructions of setting up ChatGPT.pdf	419.0 KB
/.../2. What is Machine Learning/
1. Machine Learning and Its Characteristics.mp4	11.1 MB
2. Complete Machine Learning Work-flow.mp4	9.8 MB
3. Practice datasets.html	0.3 KB
4. Instructions for Quizzes IMPORTANT.html	0.3 KB
/.../3. Master Data Cleaning for Error-free ML Model/
1. Load your dataset into Python environment.mp4	41.0 MB
2. Handling missing values with Scikit-learn.mp4	85.0 MB
3. Identify and deal with inconsistent data.mp4	64.7 MB
4. Dealing with miss-identified data types.mp4	42.3 MB
5. Address and remove duplicated data.mp4	29.6 MB
6. QUIZ 1 Data Cleaning.html	0.2 KB
7. Solution 1 Data Cleaning.html	0.1 KB
7.1 Data Cleaning (Solution).ipynb	35.6 KB
/.../4. Master Data Manipulation for Strong ML Model/
1. Sorting and arranging dataset.mp4	32.4 MB
2. Filter data based on conditions.mp4	75.2 MB
3. Merging or adding of supplementary variables.mp4	32.6 MB
4. Concatenating or adding of supplementary data.mp4	32.8 MB
5. QUIZ 2 Data Manipulation.html	0.2 KB
6. Solution 2 Data Manipulation.html	0.1 KB
6.1 Data Manipulation (Solution).ipynb	87.4 KB
/.../5. Master Data Preprocessing for Perfect ML Model/
1. Feature engineering Generating new data.mp4	108.9 MB
2. Extracting day, months, year from date variable.mp4	34.0 MB
3. Feature encoding Assigning numeric values.mp4	35.1 MB
4. Creating dummy variables for nominal data.mp4	49.5 MB
5. Data standardizing and normalizing with StandardScaler.mp4	88.7 MB
6. Splitting data into training and testing set.mp4	40.6 MB
7. QUIZ 3 Data Preprocessing.html	0.2 KB
8. Solution 3 Data Preprocessing.html	0.1 KB
8.1 Data Preprocessing (Solution).ipynb	141.3 KB
/.../6. Hands-on Machine Learning Application Part 1 Regression/
1. Read It IMPORTANT.html	0.7 KB
2. Linear regression ML model.mp4	121.5 MB
3. Decision Tree regression ML model.mp4	60.0 MB
4. Random Forest regression ML model.mp4	59.3 MB
5. Support Vector regression ML model.mp4	44.8 MB
6. XGBoost regression ML model.mp4	50.4 MB
7. QUIZ 4 ML Model Application Part 1.html	0.2 KB
8. Solution 4 ML Model Application Part 1.html	0.1 KB
8.1 ML model application Part 1 (Solution).ipynb	528.0 KB
/.../7. Hands-on Machine Learning Application Part 2 Classification/
1. Read It IMPORTANT.html	0.3 KB
2. Logistic Regression ML model.mp4	146.1 MB
3. Decision Tree classification ML model.mp4	81.1 MB
4. Random Forest classification ML model.mp4	72.0 MB
5. K Nearest Neighbours classification ML model.mp4	126.3 MB
6. LightGBM classification ML model.mp4	85.7 MB
7. QUIZ 5 ML Model Application Part 2.html	0.2 KB
8. Solution 5 ML Model Application Part 2.html	0.1 KB
8.1 ML model application Part 2 (Solution).ipynb	712.4 KB
/.../8. Hands-on Machine Learning Application Part 3 Clustering/
1. KMeans Clustering ML model.mp4	133.9 MB
2. Final QUIZ ML Model Application Part 3.html	0.2 KB
3. Final Solution Fast-Track ML in Python & ChatGPT.html	0.0 KB
3.1 Fast-Track ML in Python & ChatGPT (Solution).ipynb	768.1 KB
/.../9. Tips, Tricks and Resources/
1. ChatGPT Your best code companion.mp4	63.2 MB
2. Course resources.html	0.0 KB
2.1 Complete ML workflow.pptx	48.8 KB
2.2 ML.pptx	40.9 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 61