Complete Machine Learning & Data Science with Python A-Z (05 2021)

Files Included :
1 What is Machine Learning (26.93 MB)
2 Machine Learning Terminology (16.31 MB)
1 Unsupervised Learning Overview (25.42 MB)
1 K Means Clustering Algorithm Theory (35.48 MB)
2 K Means Clustering Algorithm With Python (89.09 MB)
3 K Means Clustering Algorithm Project Overview (37.71 MB)
4 K Means Clustering Algorithm Project Solutions (128.55 MB)
1 Hierarchical Clustering Algorithm Theory (26.68 MB)
2 Hierarchical Clustering Algorithm With Python (49.12 MB)
1 Principal Component Analysis (PCA) Theory (27.22 MB)
2 Principal Component Analysis (PCA) With Python (126.91 MB)
1 Recommender System Algorithm Theory (38.11 MB)
2 Recommender System Algorithm With Python Part 1 (94 MB)
3 Recommender System Algorithm With Python Part 2 (93.12 MB)
1 Classification vs Regression (20.28 MB)
2 Evaluating Performance Classification Error Metrics (112.17 MB)
3 Evaluating Performance Regression Error Metrics (39.04 MB)
4 Machine Learning With Python (66.74 MB)
1 Supervised Learning Overview (59.35 MB)
1 Linear Regression Algorithm Theory (39.49 MB)
2 Linear Regression Algorithm With Python Part 1 (165.76 MB)
3 Linear Regression Algorithm With Python Part 2 (60.68 MB)
4 Linear Regression Algorithm Project Overview (32.98 MB)
5 Linear Regression Algorithm Project Solutions (197.51 MB)
1 Bias Variance Trade-Off (48.69 MB)
1 Logistic Regression Algorithm Theory (91.53 MB)
2 Logistic Regression Algorithm With Python Part 1 (110.4 MB)
3 Logistic Regression Algorithm With Python Part 2 (114.85 MB)
4 Logistic Regression Algorithm With Python Part 3 (59.77 MB)
5 Logistic Regression Algorithm Project Overview (19.42 MB)
6 Logistic Regression Algorithm Project Solutions (114.27 MB)
1 K Nearest Neighbors Algorithm Theory (36.81 MB)
2 K Nearest Neighbors Algorithm With Python (140.43 MB)
3 K Nearest Neighbors Algorithm Project Overview (17.36 MB)
4 K Nearest Neighbors Algorithm Project Solutions (144.35 MB)
1 Decision Trees And Random Forest Algorithm Theory (56.87 MB)
2 Decision Trees And Random Forest Algorithm With Python (86.22 MB)
3 Decision Trees And Random Forest Algorithm Project Overview (42.4 MB)
4 Decision Trees And Random Forest Algorithm Project Solutions Part 1 (105.88 MB)
5 Decision Trees And Random Forest Algorithm Project Solutions Part 2 (84.38 MB)
1 Support Vector Machines Algorithm Theory (40.9 MB)
2 Support Vector Machines Algorithm With Python (136.71 MB)
3 Support Vector Machines Algorithm Project Overview (26.91 MB)
4 Support Vector Machines Algorithm Project Solutions (97.95 MB)]
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