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Complete Machine Learning and Data Science with Python A Z DevCourseWeb

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FreeCourseWeb

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Language:

English

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Other

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2.5 GB

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Files:

Get Bonus Downloads Here.url 182 bytes
1. What is Machine Learning.mp4 27.6 MB
1. What is Machine Learning.srt 5.1 KB
2. Machine Learning Terminology.mp4 14.0 MB
2. Machine Learning Terminology.srt 3.4 KB
3. Machine Learning Project Files.html 254 bytes
4. FAQ regarding Python.html 6.2 KB
5. FAQ regarding Machine Learning.html 6.6 KB
6. Machine Learning Python Quiz.html 165 bytes
7. Python Machine Learning Quiz.html 165 bytes
1. Hyperparameter Optimization Theory.mp4 33.1 MB
1. Hyperparameter Optimization Theory.srt 8.4 KB
2. Hyperparameter Optimization with Python.mp4 47.5 MB
2. Hyperparameter Optimization with Python.srt 14.0 KB
1. Decision Tree Algorithm Theory.mp4 35.7 MB
1. Decision Tree Algorithm Theory.srt 12.7 KB
2. Decision Tree Algorithm with Python Part 1.mp4 31.5 MB
2. Decision Tree Algorithm with Python Part 1.srt 10.2 KB
3. Decision Tree Algorithm with Python Part 2.mp4 48.9 MB
3. Decision Tree Algorithm with Python Part 2.srt 12.3 KB
4. Decision Tree Algorithm with Python Part 3.mp4 14.7 MB
4. Decision Tree Algorithm with Python Part 3.srt 5.1 KB
5. Decision Tree Algorithm with Python Part 4.mp4 42.5 MB
5. Decision Tree Algorithm with Python Part 4.srt 12.5 KB
6. Decision Tree Algorithm with Python Part 5.mp4 32.6 MB
6. Decision Tree Algorithm with Python Part 5.srt 8.3 KB
7. Quiz.html 165 bytes
1. Random Forest Algorithm Theory.mp4 22.9 MB
1. Random Forest Algorithm Theory.srt 8.4 KB
2. Random Forest Algorithm with Pyhon Part 1.mp4 38.6 MB
2. Random Forest Algorithm with Pyhon Part 1.srt 8.4 KB
3. Random Forest Algorithm with Pyhon Part 2.mp4 38.7 MB
3. Random Forest Algorithm with Pyhon Part 2.srt 10.9 KB
1. Support Vector Machine Algorithm Theory.mp4 21.8 MB
1. Support Vector Machine Algorithm Theory.srt 7.4 KB
2. Support Vector Machine Algorithm with Python Part 1.mp4 35.6 MB
2. Support Vector Machine Algorithm with Python Part 1.srt 7.7 KB
3. Support Vector Machine Algorithm with Python Part 2.mp4 41.7 MB
3. Support Vector Machine Algorithm with Python Part 2.srt 11.3 KB
4. Support Vector Machine Algorithm with Python Part 3.mp4 47.4 MB
4. Support Vector Machine Algorithm with Python Part 3.srt 14.9 KB
5. Support Vector Machine Algorithm with Python Part 4.mp4 37.6 MB
5. Support Vector Machine Algorithm with Python Part 4.srt 12.0 KB
6. Quiz.html 165 bytes
1. Unsupervised Learning Overview.mp4 16.9 MB
1. Unsupervised Learning Overview.srt 4.9 KB
2. Quiz.html 165 bytes
1. K Means Clustering Algorithm Theory.mp4 17.1 MB
1. K Means Clustering Algorithm Theory.srt 5.8 KB
2. K Means Clustering Algorithm with Python Part 1.mp4 29.9 MB
2. K Means Clustering Algorithm with Python Part 1.srt 9.9 KB
3. K Means Clustering Algorithm with Python Part 2.mp4 29.6 MB
3. K Means Clustering Algorithm with Python Part 2.srt 9.2 KB
4. K Means Clustering Algorithm with Python Part 3.mp4 27.7 MB
4. K Means Clustering Algorithm with Python Part 3.srt 8.9 KB
5. K Means Clustering Algorithm with Python Part 4.mp4 29.0 MB
5. K Means Clustering Algorithm with Python Part 4.srt 9.2 KB
6. Quiz.html 165 bytes
1. Hierarchical Clustering Algorithm Theory.mp4 28.6 MB
1. Hierarchical Clustering Algorithm Theory.srt 5.4 KB
2. Hierarchical Clustering Algorithm with Python Part 1.mp4 35.5 MB
2. Hierarchical Clustering Algorithm with Python Part 1.srt 11.0 KB
3. Hierarchical Clustering Algorithm with Python Part 2.mp4 28.9 MB
3. Hierarchical Clustering Algorithm with Python Part 2.srt 8.0 KB
4. Quiz.html 165 bytes
1. Principal Component Analysis (PCA) Theory.mp4 38.0 MB
1. Principal Component Analysis (PCA) Theory.srt 11.5 KB
2. Principal Component Analysis (PCA) with Python Part 1.mp4 26.0 MB
2. Principal Component Analysis (PCA) with Python Part 1.srt 6.6 KB
3. Principal Component Analysis (PCA) with Python Part 2.mp4 8.4 MB
3. Principal Component Analysis (PCA) with Python Part 2.srt 2.8 KB
4. Principal Component Analysis (PCA) with Python Part 3.mp4 37.3 MB
4. Principal Component Analysis (PCA) with Python Part 3.srt 10.0 KB
1. What is the Recommender System Part 1.mp4 23.0 MB
1. What is the Recommender System Part 1.srt 6.5 KB
2. What is the Recommender System Part 2.mp4 18.0 MB
2. What is the Recommender System Part 2.srt 5.9 KB
3. Quiz.html 165 bytes
1. Complete Machine Learning & Data Science with Python A-Z.html 266 bytes
1. Installing Anaconda Distribution for Windows.mp4 122.7 MB
1. Installing Anaconda Distribution for Windows.srt 12.4 KB
2. Installing Anaconda Distribution for MacOs.mp4 57.9 MB
2. Installing Anaconda Distribution for MacOs.srt 19.8 KB
3. Installing Anaconda Distribution for Linux.mp4 119.8 MB
3. Installing Anaconda Distribution for Linux.srt 16.9 KB
4. Overview of Jupyter Notebook and Google Colab.mp4 25.6 MB
4. Overview of Jupyter Notebook and Google Colab.srt 5.8 KB
1. Classification vs Regression in Machine Learning.mp4 19.9 MB
1. Classification vs Regression in Machine Learning.srt 4.3 KB
2. Machine Learning Model Performance Evaluation Classification Error Metrics.mp4 100.3 MB
2. Machine Learning Model Performance Evaluation Classification Error Metrics.srt 24.4 KB
3. Evaluating Performance Regression Error Metrics in Python.mp4 45.7 MB
3. Evaluating Performance Regression Error Metrics in Python.srt 13.5 KB
4. Machine Learning With Python.mp4 92.3 MB
4. Machine Learning With Python.srt 24.4 KB
5. Machine Learning A-Z Quiz.html 165 bytes
1. What is Supervised Learning in Machine Learning.mp4 31.7 MB
1. What is Supervised Learning in Machine Learning.srt 6.9 KB
2. Quiz.html 165 bytes
3. Quiz.html 165 bytes
1. Linear Regression Algorithm Theory in Machine Learning A-Z.mp4 34.1 MB
1. Linear Regression Algorithm Theory in Machine Learning A-Z.srt 10.5 KB
2. Linear Regression Algorithm With Python Part 1.mp4 76.2 MB
2. Linear Regression Algorithm With Python Part 1.srt 19.5 KB
3. Linear Regression Algorithm With Python Part 2.mp4 106.9 MB
3. Linear Regression Algorithm With Python Part 2.srt 30.9 KB
4. Linear Regression Algorithm with Python Part 3.mp4 70.3 MB
4. Linear Regression Algorithm with Python Part 3.srt 20.8 KB
5. Linear Regression Algorithm with Python Part 4.mp4 90.0 MB
5. Linear Regression Algorithm with Python Part 4.srt 26.0 KB
1. What is Bias Variance Trade-Off.mp4 55.0 MB
1. What is Bias Variance Trade-Off.srt 14.1 KB
2. Quiz.html 165 bytes
1. What is Logistic Regression Algorithm in Machine Learning.mp4 27.8 MB
1. What is Logistic Regression Algorithm in Machine Learning.srt 6.2 KB
2. Logistic Regression Algorithm with Python Part 1.mp4 72.2 MB
2. Logistic Regression Algorithm with Python Part 1.srt 18.8 KB
3. Logistic Regression Algorithm with Python Part 2.mp4 81.5 MB
3. Logistic Regression Algorithm with Python Part 2.srt 25.0 KB
4. Logistic Regression Algorithm with Python Part 3.mp4 34.8 MB
4. Logistic Regression Algorithm with Python Part 3.srt 10.6 KB
5. Logistic Regression Algorithm with Python Part 4.mp4 47.2 MB
5. Logistic Regression Algorithm with Python Part 4.srt 12.4 KB
6. Logistic Regression Algorithm with Python Part 5.mp4 39.3 MB
6. Logistic Regression Algorithm with Python Part 5.srt 10.7 KB
7. Quiz.html 165 bytes
1. K-Fold Cross-Validation Theory.mp4 17.4 MB
1. K-Fold Cross-Validation Theory.srt 5.7 KB
2. K-Fold Cross-Validation with Python.mp4 34.7 MB
2. K-Fold Cross-Validation with Python.srt 9.2 KB
1. K Nearest Neighbors Algorithm Theory.mp4 28.7 MB
1. K Nearest Neighbors Algorithm Theory.srt 9.2 KB
2. K Nearest Neighbors Algorithm with Python Part 1.mp4 35.0 MB
2. K Nearest Neighbors Algorithm with Python Part 1.srt 10.9 KB
3. K Nearest Neighbors Algorithm with Python Part 2.mp4 59.4 MB
3. K Nearest Neighbors Algorithm with Python Part 2.srt 16.8 KB
4. K Nearest Neighbors Algorithm with Python Part 3.mp4 31.4 MB
4. K Nearest Neighbors Algorithm with Python Part 3.srt 10.7 KB
5. Quiz.html 165 bytes
Bonus Resources.txt 386 bytes

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