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[Udemy] Complete Machine Learning & Data Science with Python A-Z (05.2021)

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File Name
Size
1. Intro to Machine Learning with Python/1. What is Machine Learning.mp4
27 MB
1. Intro to Machine Learning with Python/1. What is Machine Learning.srt
4.8 kB
1. Intro to Machine Learning with Python/2. Machine Learning Terminology.mp4
16 MB
1. Intro to Machine Learning with Python/2. Machine Learning Terminology.srt
3.0 kB
10. Unsupervised Learning/1. Unsupervised Learning Overview.mp4
25 MB
10. Unsupervised Learning/1. Unsupervised Learning Overview.srt
3.8 kB
11. K Means Clustering Algorithm/1. K Means Clustering Algorithm Theory.mp4
36 MB
11. K Means Clustering Algorithm/1. K Means Clustering Algorithm Theory.srt
7.1 kB
11. K Means Clustering Algorithm/2. K Means Clustering Algorithm With Python.mp4
89 MB
11. K Means Clustering Algorithm/2. K Means Clustering Algorithm With Python.srt
18 kB
11. K Means Clustering Algorithm/3. K Means Clustering Algorithm Project Overview.mp4
38 MB
11. K Means Clustering Algorithm/3. K Means Clustering Algorithm Project Overview.srt
5.2 kB
11. K Means Clustering Algorithm/4. K Means Clustering Algorithm Project Solutions.mp4
129 MB
11. K Means Clustering Algorithm/4. K Means Clustering Algorithm Project Solutions.srt
19 kB
12. Hierarchical Clustering Algorithm/1. Hierarchical Clustering Algorithm Theory.mp4
27 MB
12. Hierarchical Clustering Algorithm/1. Hierarchical Clustering Algorithm Theory.srt
5.1 kB
12. Hierarchical Clustering Algorithm/2. Hierarchical Clustering Algorithm With Python.mp4
49 MB
12. Hierarchical Clustering Algorithm/2. Hierarchical Clustering Algorithm With Python.srt
11 kB
13. Principal Component Analysis (PCA)/1. Principal Component Analysis (PCA) Theory.mp4
27 MB
13. Principal Component Analysis (PCA)/1. Principal Component Analysis (PCA) Theory.srt
4.7 kB
13. Principal Component Analysis (PCA)/2. Principal Component Analysis (PCA) With Python.mp4
127 MB
13. Principal Component Analysis (PCA)/2. Principal Component Analysis (PCA) With Python.srt
23 kB
14. Recommender System Algorithm/1. Recommender System Algorithm Theory.mp4
38 MB
14. Recommender System Algorithm/1. Recommender System Algorithm Theory.srt
6.8 kB
14. Recommender System Algorithm/2. Recommender System Algorithm With Python Part 1.mp4
94 MB
14. Recommender System Algorithm/2. Recommender System Algorithm With Python Part 1.srt
19 kB
14. Recommender System Algorithm/3. Recommender System Algorithm With Python Part 2.mp4
93 MB
14. Recommender System Algorithm/3. Recommender System Algorithm With Python Part 2.srt
18 kB
2. Evalution Metrics/1. Classification vs Regression.mp4
20 MB
2. Evalution Metrics/1. Classification vs Regression.srt
4.2 kB
2. Evalution Metrics/2. Evaluating Performance Classification Error Metrics.mp4
112 MB
2. Evalution Metrics/2. Evaluating Performance Classification Error Metrics.srt
23 kB
2. Evalution Metrics/3. Evaluating Performance Regression Error Metrics.mp4
39 MB
2. Evalution Metrics/3. Evaluating Performance Regression Error Metrics.srt
9.4 kB
2. Evalution Metrics/4. Machine Learning With Python.mp4
67 MB
2. Evalution Metrics/4. Machine Learning With Python.srt
15 kB
3. Supervised Learning/1. Supervised Learning Overview.mp4
59 MB
3. Supervised Learning/1. Supervised Learning Overview.srt
14 kB
4. Linear Regression Algorithm/1. Linear Regression Algorithm Theory.mp4
40 MB
4. Linear Regression Algorithm/1. Linear Regression Algorithm Theory.srt
7.2 kB
4. Linear Regression Algorithm/2. Linear Regression Algorithm With Python Part 1.mp4
166 MB
4. Linear Regression Algorithm/2. Linear Regression Algorithm With Python Part 1.srt
26 kB
4. Linear Regression Algorithm/3. Linear Regression Algorithm With Python Part 2.mp4
61 MB
4. Linear Regression Algorithm/3. Linear Regression Algorithm With Python Part 2.srt
10 kB
4. Linear Regression Algorithm/4. Linear Regression Algorithm Project Overview.mp4
33 MB
4. Linear Regression Algorithm/4. Linear Regression Algorithm Project Overview.srt
4.1 kB
4. Linear Regression Algorithm/5. Linear Regression Algorithm Project Solutions.mp4
198 MB
4. Linear Regression Algorithm/5. Linear Regression Algorithm Project Solutions.srt
27 kB
5. Bias Variance Trade-Off/1. Bias Variance Trade-Off.mp4
49 MB
5. Bias Variance Trade-Off/1. Bias Variance Trade-Off.srt
9.4 kB
6. Logistic Regression Algorithm/1. Logistic Regression Algorithm Theory.mp4
92 MB
6. Logistic Regression Algorithm/1. Logistic Regression Algorithm Theory.srt
16 kB
6. Logistic Regression Algorithm/2. Logistic Regression Algorithm With Python Part 1.mp4
110 MB
6. Logistic Regression Algorithm/2. Logistic Regression Algorithm With Python Part 1.srt
23 kB
6. Logistic Regression Algorithm/3. Logistic Regression Algorithm With Python Part 2.mp4
115 MB
6. Logistic Regression Algorithm/3. Logistic Regression Algorithm With Python Part 2.srt
25 kB
6. Logistic Regression Algorithm/4. Logistic Regression Algorithm With Python Part 3.mp4
60 MB
6. Logistic Regression Algorithm/4. Logistic Regression Algorithm With Python Part 3.srt
11 kB
6. Logistic Regression Algorithm/5. Logistic Regression Algorithm Project Overview.mp4
19 MB
6. Logistic Regression Algorithm/5. Logistic Regression Algorithm Project Overview.srt
2.8 kB
6. Logistic Regression Algorithm/6. Logistic Regression Algorithm Project Solutions.mp4
114 MB
6. Logistic Regression Algorithm/6. Logistic Regression Algorithm Project Solutions.srt
15 kB
7. K Nearest Neighbors Algorithm/1. K Nearest Neighbors Algorithm Theory.mp4
37 MB
7. K Nearest Neighbors Algorithm/1. K Nearest Neighbors Algorithm Theory.srt
7.7 kB
7. K Nearest Neighbors Algorithm/2. K Nearest Neighbors Algorithm With Python.mp4
140 MB
7. K Nearest Neighbors Algorithm/2. K Nearest Neighbors Algorithm With Python.srt
28 kB
7. K Nearest Neighbors Algorithm/3. K Nearest Neighbors Algorithm Project Overview.mp4
17 MB
7. K Nearest Neighbors Algorithm/3. K Nearest Neighbors Algorithm Project Overview.srt
2.4 kB
7. K Nearest Neighbors Algorithm/4. K Nearest Neighbors Algorithm Project Solutions.mp4
144 MB
7. K Nearest Neighbors Algorithm/4. K Nearest Neighbors Algorithm Project Solutions.srt
20 kB
8. Decision Trees And Random Forest Algorithm/1. Decision Trees And Random Forest Algorithm Theory.mp4
57 MB
8. Decision Trees And Random Forest Algorithm/1. Decision Trees And Random Forest Algorithm Theory.srt
10 kB
8. Decision Trees And Random Forest Algorithm/2. Decision Trees And Random Forest Algorithm With Python.mp4
86 MB
8. Decision Trees And Random Forest Algorithm/2. Decision Trees And Random Forest Algorithm With Python.srt
16 kB
8. Decision Trees And Random Forest Algorithm/3. Decision Trees And Random Forest Algorithm Project Overview.mp4
42 MB
8. Decision Trees And Random Forest Algorithm/3. Decision Trees And Random Forest Algorithm Project Overview.srt
6.2 kB
8. Decision Trees And Random Forest Algorithm/4. Decision Trees And Random Forest Algorithm Project Solutions Part 1.mp4
106 MB
8. Decision Trees And Random Forest Algorithm/4. Decision Trees And Random Forest Algorithm Project Solutions Part 1.srt
18 kB
8. Decision Trees And Random Forest Algorithm/5. Decision Trees And Random Forest Algorithm Project Solutions Part 2.mp4
84 MB
8. Decision Trees And Random Forest Algorithm/5. Decision Trees And Random Forest Algorithm Project Solutions Part 2.srt
13 kB
9. Support Vector Machine Algorithm/1. Support Vector Machines Algorithm Theory.mp4
41 MB
9. Support Vector Machine Algorithm/1. Support Vector Machines Algorithm Theory.srt
6.9 kB
9. Support Vector Machine Algorithm/2. Support Vector Machines Algorithm With Python.mp4
137 MB
9. Support Vector Machine Algorithm/2. Support Vector Machines Algorithm With Python.srt
25 kB
9. Support Vector Machine Algorithm/3. Support Vector Machines Algorithm Project Overview.mp4
27 MB
9. Support Vector Machine Algorithm/3. Support Vector Machines Algorithm Project Overview.srt
3.4 kB
9. Support Vector Machine Algorithm/4. Support Vector Machines Algorithm Project Solutions.mp4
98 MB
9. Support Vector Machine Algorithm/4. Support Vector Machines Algorithm Project Solutions.srt
14 kB