| 1. Python Fundamentals/1. Introduction to the course.mp4 |
98.41MB |
| 1. Python Fundamentals/1. Introduction to the course.vtt |
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| 1. Python Fundamentals/10. Functions.mp4 |
89.78MB |
| 1. Python Fundamentals/10. Functions.vtt |
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| 1. Python Fundamentals/11. String Part1.mp4 |
111.16MB |
| 1. Python Fundamentals/11. String Part1.vtt |
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| 1. Python Fundamentals/12. String Part2.mp4 |
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| 1. Python Fundamentals/12. String Part2.vtt |
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| 1. Python Fundamentals/13. List Part1.mp4 |
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| 1. Python Fundamentals/13. List Part1.vtt |
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| 1. Python Fundamentals/14. List Part2.mp4 |
91.56MB |
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| 1. Python Fundamentals/15. List Part3.mp4 |
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| 1. Python Fundamentals/16. List Part4.mp4 |
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| 1. Python Fundamentals/17. Tuples.mp4 |
70.60MB |
| 1. Python Fundamentals/17. Tuples.vtt |
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| 1. Python Fundamentals/18. Sets.mp4 |
60.98MB |
| 1. Python Fundamentals/18. Sets.vtt |
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| 1. Python Fundamentals/19. Dictionaries.mp4 |
64.59MB |
| 1. Python Fundamentals/19. Dictionaries.vtt |
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| 1. Python Fundamentals/2. Introduction to Kaggle.mp4 |
94.44MB |
| 1. Python Fundamentals/2. Introduction to Kaggle.vtt |
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| 1. Python Fundamentals/20. Comprehentions.mp4 |
73.97MB |
| 1. Python Fundamentals/20. Comprehentions.vtt |
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| 1. Python Fundamentals/3. Installation of Python and Anaconda.mp4 |
86.29MB |
| 1. Python Fundamentals/3. Installation of Python and Anaconda.vtt |
11.38kB |
| 1. Python Fundamentals/3.1 Python-code-udemy.zip.zip |
16.81kB |
| 1. Python Fundamentals/3.2 Installing-Python.Teclov.pdf.pdf |
1.44MB |
| 1. Python Fundamentals/4. Python Introduction.mp4 |
10.75MB |
| 1. Python Fundamentals/4. Python Introduction.vtt |
3.63kB |
| 1. Python Fundamentals/4.1 Python-code-udemy.zip.zip |
16.81kB |
| 1. Python Fundamentals/5. Variables in Python.mp4 |
115.83MB |
| 1. Python Fundamentals/5. Variables in Python.vtt |
21.23kB |
| 1. Python Fundamentals/6. Numeric Operations in Python.mp4 |
38.71MB |
| 1. Python Fundamentals/6. Numeric Operations in Python.vtt |
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| 1. Python Fundamentals/7. Logical Operations.mp4 |
18.16MB |
| 1. Python Fundamentals/7. Logical Operations.vtt |
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| 1. Python Fundamentals/8. If else Loop.mp4 |
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| 1. Python Fundamentals/8. If else Loop.vtt |
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| 1. Python Fundamentals/9. for while Loop.mp4 |
81.56MB |
| 1. Python Fundamentals/9. for while Loop.vtt |
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| 10. Multiple Linear Regression/1. Introduction.mp4 |
17.26MB |
| 10. Multiple Linear Regression/1. Introduction.vtt |
3.72kB |
| 10. Multiple Linear Regression/1.1 Multplr_LR_Code_for Udemy.zip.zip |
533.52kB |
| 10. Multiple Linear Regression/10. Case Study Part5.mp4 |
47.95MB |
| 10. Multiple Linear Regression/10. Case Study Part5.vtt |
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| 10. Multiple Linear Regression/11. Case Study Part6 (RFE).mp4 |
67.26MB |
| 10. Multiple Linear Regression/11. Case Study Part6 (RFE).vtt |
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| 10. Multiple Linear Regression/2. Case Study part1.mp4 |
87.07MB |
| 10. Multiple Linear Regression/2. Case Study part1.vtt |
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| 10. Multiple Linear Regression/3. Case Study part2.mp4 |
103.19MB |
| 10. Multiple Linear Regression/3. Case Study part2.vtt |
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| 10. Multiple Linear Regression/4. Case Study part3.mp4 |
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| 10. Multiple Linear Regression/4. Case Study part3.vtt |
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| 10. Multiple Linear Regression/5. Adjusted R Square.mp4 |
8.48MB |
| 10. Multiple Linear Regression/5. Adjusted R Square.vtt |
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| 10. Multiple Linear Regression/6. Case Study Part1.mp4 |
71.88MB |
| 10. Multiple Linear Regression/6. Case Study Part1.vtt |
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| 10. Multiple Linear Regression/7. Case Study Part2.mp4 |
76.44MB |
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| 10. Multiple Linear Regression/8. Case Study Part3.mp4 |
69.79MB |
| 10. Multiple Linear Regression/8. Case Study Part3.vtt |
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| 10. Multiple Linear Regression/9. Case Study Part4.mp4 |
138.62MB |
| 10. Multiple Linear Regression/9. Case Study Part4.vtt |
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| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/1. Introduction to the Problem Statement.mp4 |
42.83MB |
| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/1. Introduction to the Problem Statement.vtt |
6.39kB |
| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/1.1 Hotstarcode-for-udemy.zip.zip |
260.71kB |
| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/2. Playing With Data.mp4 |
85.31MB |
| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/2. Playing With Data.vtt |
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| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/3. Building Model Part1.mp4 |
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| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/3. Building Model Part1.vtt |
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| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/4. Building Model Part2.mp4 |
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| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/4. Building Model Part2.vtt |
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| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/5. Building Model Part3.mp4 |
50.87MB |
| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/5. Building Model Part3.vtt |
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| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/6. Verification of Model.mp4 |
41.41MB |
| 11. HotstarNetflix Real world Case Study for Multiple Linear Regression/6. Verification of Model.vtt |
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| 12. Gradient Descent/1. Pre-Req For Gradient Descent Part1.mp4 |
64.22MB |
| 12. Gradient Descent/1. Pre-Req For Gradient Descent Part1.vtt |
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| 12. Gradient Descent/1.1 Gradient+Descent+Updated.zip.zip |
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| 12. Gradient Descent/2. Pre-Req For Gradient Descent Part2.mp4 |
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| 12. Gradient Descent/2. Pre-Req For Gradient Descent Part2.vtt |
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| 12. Gradient Descent/3. Cost Functions.mp4 |
13.79MB |
| 12. Gradient Descent/3. Cost Functions.vtt |
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| 12. Gradient Descent/4. Defining Cost Functions More Formally.mp4 |
38.29MB |
| 12. Gradient Descent/4. Defining Cost Functions More Formally.vtt |
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| 12. Gradient Descent/5. Gradient Descent.mp4 |
39.49MB |
| 12. Gradient Descent/5. Gradient Descent.vtt |
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| 12. Gradient Descent/6. Optimisation.mp4 |
22.73MB |
| 12. Gradient Descent/6. Optimisation.vtt |
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| 12. Gradient Descent/7. Closed Form Vs Gradient Descent.mp4 |
27.90MB |
| 12. Gradient Descent/7. Closed Form Vs Gradient Descent.vtt |
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| 12. Gradient Descent/8. Gradient Descent case study.mp4 |
75.14MB |
| 12. Gradient Descent/8. Gradient Descent case study.vtt |
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| 13. KNN/1. Introduction to Classification.mp4 |
56.74MB |
| 13. KNN/1. Introduction to Classification.vtt |
15.90kB |
| 13. KNN/1.1 KNN.zip.zip |
1.40MB |
| 13. KNN/10. Case Study.mp4 |
74.14MB |
| 13. KNN/10. Case Study.vtt |
11.06kB |
| 13. KNN/11. Classification Case1.mp4 |
88.32MB |
| 13. KNN/11. Classification Case1.vtt |
25.62kB |
| 13. KNN/12. Classification Case2.mp4 |
54.77MB |
| 13. KNN/12. Classification Case2.vtt |
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| 13. KNN/13. Classification Case3.mp4 |
55.54MB |
| 13. KNN/13. Classification Case3.vtt |
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| 13. KNN/14. Classification Case4.mp4 |
43.09MB |
| 13. KNN/14. Classification Case4.vtt |
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| 13. KNN/2. Defining Classification Mathematically.mp4 |
41.93MB |
| 13. KNN/2. Defining Classification Mathematically.vtt |
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| 13. KNN/3. Introduction to KNN.mp4 |
49.41MB |
| 13. KNN/3. Introduction to KNN.vtt |
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| 13. KNN/4. Accuracy of KNN.mp4 |
59.93MB |
| 13. KNN/4. Accuracy of KNN.vtt |
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| 13. KNN/5. Effectiveness of KNN.mp4 |
50.57MB |
| 13. KNN/5. Effectiveness of KNN.vtt |
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| 13. KNN/6. Distance Metrics.mp4 |
50.22MB |
| 13. KNN/6. Distance Metrics.vtt |
15.00kB |
| 13. KNN/7. Distance Metrics Part2.mp4 |
30.23MB |
| 13. KNN/7. Distance Metrics Part2.vtt |
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| 13. KNN/8. Finding k.mp4 |
34.94MB |
| 13. KNN/8. Finding k.vtt |
11.77kB |
| 13. KNN/9. KNN on Regression.mp4 |
9.73MB |
| 13. KNN/9. KNN on Regression.vtt |
3.00kB |
| 14. Model Performance Metrics/1. Performance Metrics Part1.mp4 |
119.36MB |
| 14. Model Performance Metrics/1. Performance Metrics Part1.vtt |
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| 14. Model Performance Metrics/2. Performance Metrics Part2.mp4 |
94.88MB |
| 14. Model Performance Metrics/2. Performance Metrics Part2.vtt |
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| 14. Model Performance Metrics/3. Performance Metrics Part3.mp4 |
25.19MB |
| 14. Model Performance Metrics/3. Performance Metrics Part3.vtt |
6.39kB |
| 15. Model Selection Part1/1. Model Creation Case1.mp4 |
54.62MB |
| 15. Model Selection Part1/1. Model Creation Case1.vtt |
12.72kB |
| 15. Model Selection Part1/1.1 CrossValidation_Linear Regression.zip.zip |
350.43kB |
| 15. Model Selection Part1/2. Model Creation Case2.mp4 |
36.35MB |
| 15. Model Selection Part1/2. Model Creation Case2.vtt |
8.99kB |
| 15. Model Selection Part1/3. Gridsearch Case study Part1.mp4 |
130.28MB |
| 15. Model Selection Part1/3. Gridsearch Case study Part1.vtt |
13.80kB |
| 15. Model Selection Part1/4. Gridsearch Case study Part2.mp4 |
187.57MB |
| 15. Model Selection Part1/4. Gridsearch Case study Part2.vtt |
18.89kB |
| 16. Naive Bayes/1. Introduction to Naive Bayes.mp4 |
76.94MB |
| 16. Naive Bayes/1. Introduction to Naive Bayes.vtt |
18.22kB |
| 16. Naive Bayes/1.1 NaiveBayes.zip.zip |
272.42kB |
| 16. Naive Bayes/10. Case Study 2 Part1.mp4 |
78.20MB |
| 16. Naive Bayes/10. Case Study 2 Part1.vtt |
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| 16. Naive Bayes/11. Case Study 2 Part2.mp4 |
26.58MB |
| 16. Naive Bayes/11. Case Study 2 Part2.vtt |
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| 16. Naive Bayes/2. Bayes Theorem.mp4 |
66.11MB |
| 16. Naive Bayes/2. Bayes Theorem.vtt |
13.05kB |
| 16. Naive Bayes/3. Practical Example from NB with One Column.mp4 |
84.50MB |
| 16. Naive Bayes/3. Practical Example from NB with One Column.vtt |
10.93kB |
| 16. Naive Bayes/4. Practical Example from NB with Multiple Columns.mp4 |
62.74MB |
| 16. Naive Bayes/4. Practical Example from NB with Multiple Columns.vtt |
13.47kB |
| 16. Naive Bayes/5. Naive Bayes On Text Data Part1.mp4 |
57.40MB |
| 16. Naive Bayes/5. Naive Bayes On Text Data Part1.vtt |
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| 16. Naive Bayes/6. Naive Bayes On Text Data Part2.mp4 |
48.30MB |
| 16. Naive Bayes/6. Naive Bayes On Text Data Part2.vtt |
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| 16. Naive Bayes/7. Laplace Smoothing.mp4 |
57.95MB |
| 16. Naive Bayes/7. Laplace Smoothing.vtt |
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| 16. Naive Bayes/8. Bernoulli Naive Bayes.mp4 |
28.42MB |
| 16. Naive Bayes/8. Bernoulli Naive Bayes.vtt |
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| 16. Naive Bayes/9. Case Study 1.mp4 |
100.10MB |
| 16. Naive Bayes/9. Case Study 1.vtt |
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| 17. Logistic Regression/1. Introduction.mp4 |
27.89MB |
| 17. Logistic Regression/1. Introduction.vtt |
8.38kB |
| 17. Logistic Regression/1.1 LogisticReg.zip.zip |
1.01MB |
| 17. Logistic Regression/2. Sigmoid Function.mp4 |
46.46MB |
| 17. Logistic Regression/2. Sigmoid Function.vtt |
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| 17. Logistic Regression/3. Log Odds.mp4 |
43.86MB |
| 17. Logistic Regression/3. Log Odds.vtt |
11.17kB |
| 17. Logistic Regression/4. Case Study.mp4 |
207.83MB |
| 17. Logistic Regression/4. Case Study.vtt |
20.90kB |
| 18. Support Vector Machine (SVM)/1. Introduction.mp4 |
61.56MB |
| 18. Support Vector Machine (SVM)/1. Introduction.vtt |
14.05kB |
| 18. Support Vector Machine (SVM)/1.1 SVM.zip.zip |
16.16MB |
| 18. Support Vector Machine (SVM)/10. Kernel Part2.mp4 |
74.59MB |
| 18. Support Vector Machine (SVM)/10. Kernel Part2.vtt |
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| 18. Support Vector Machine (SVM)/11. Case Study 2.mp4 |
94.38MB |
| 18. Support Vector Machine (SVM)/11. Case Study 2.vtt |
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| 18. Support Vector Machine (SVM)/12. Case Study 3 Part1.mp4 |
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| 18. Support Vector Machine (SVM)/12. Case Study 3 Part1.vtt |
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| 18. Support Vector Machine (SVM)/13. Case Study 3 Part2.mp4 |
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| 18. Support Vector Machine (SVM)/13. Case Study 3 Part2.vtt |
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| 18. Support Vector Machine (SVM)/14. Case Study 4.mp4 |
172.40MB |
| 18. Support Vector Machine (SVM)/14. Case Study 4.vtt |
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| 18. Support Vector Machine (SVM)/2. Hyperplane Part1.mp4 |
28.38MB |
| 18. Support Vector Machine (SVM)/2. Hyperplane Part1.vtt |
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| 18. Support Vector Machine (SVM)/3. Hyperplane Part2.mp4 |
68.49MB |
| 18. Support Vector Machine (SVM)/3. Hyperplane Part2.vtt |
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| 18. Support Vector Machine (SVM)/4. Maths Behind SVM.mp4 |
25.21MB |
| 18. Support Vector Machine (SVM)/4. Maths Behind SVM.vtt |
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| 18. Support Vector Machine (SVM)/5. Support Vectors.mp4 |
11.58MB |
| 18. Support Vector Machine (SVM)/5. Support Vectors.vtt |
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| 18. Support Vector Machine (SVM)/6. Slack Variable.mp4 |
34.89MB |
| 18. Support Vector Machine (SVM)/6. Slack Variable.vtt |
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| 18. Support Vector Machine (SVM)/7. SVM Case Study Part1.mp4 |
77.75MB |
| 18. Support Vector Machine (SVM)/7. SVM Case Study Part1.vtt |
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| 18. Support Vector Machine (SVM)/8. SVM Case Study Part2.mp4 |
69.37MB |
| 18. Support Vector Machine (SVM)/8. SVM Case Study Part2.vtt |
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| 18. Support Vector Machine (SVM)/9. Kernel Part1.mp4 |
51.63MB |
| 18. Support Vector Machine (SVM)/9. Kernel Part1.vtt |
9.58kB |
| 19. Decision Tree/1. Introduction.mp4 |
31.22MB |
| 19. Decision Tree/1. Introduction.vtt |
9.18kB |
| 19. Decision Tree/1.1 DT_forudemy.zip.zip |
4.22MB |
| 19. Decision Tree/10. DT Case Study Part2.mp4 |
100.36MB |
| 19. Decision Tree/10. DT Case Study Part2.vtt |
11.17kB |
| 19. Decision Tree/2. Example of DT.mp4 |
42.56MB |
| 19. Decision Tree/2. Example of DT.vtt |
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| 19. Decision Tree/3. Homogenity.mp4 |
21.61MB |
| 19. Decision Tree/3. Homogenity.vtt |
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| 19. Decision Tree/4. Gini Index.mp4 |
46.33MB |
| 19. Decision Tree/4. Gini Index.vtt |
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| 19. Decision Tree/5. Information Gain Part1.mp4 |
30.71MB |
| 19. Decision Tree/5. Information Gain Part1.vtt |
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| 19. Decision Tree/6. Information Gain Part2.mp4 |
28.70MB |
| 19. Decision Tree/6. Information Gain Part2.vtt |
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| 19. Decision Tree/7. Advantages and Disadvantages of DT.mp4 |
16.20MB |
| 19. Decision Tree/7. Advantages and Disadvantages of DT.vtt |
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| 19. Decision Tree/8. Preventing Overfitting Issues in DT.mp4 |
42.24MB |
| 19. Decision Tree/8. Preventing Overfitting Issues in DT.vtt |
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| 19. Decision Tree/9. DT Case Study Part1.mp4 |
131.55MB |
| 19. Decision Tree/9. DT Case Study Part1.vtt |
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| 2. Numpy/1. Introduction.mp4 |
25.95MB |
| 2. Numpy/1. Introduction.vtt |
6.42kB |
| 2. Numpy/1.1 Teclov-numpy.ipynb.zip.zip |
5.28kB |
| 2. Numpy/2. Numpy Operations Part1.mp4 |
135.00MB |
| 2. Numpy/2. Numpy Operations Part1.vtt |
24.41kB |
| 2. Numpy/3. Numpy Operations Part2.mp4 |
178.23MB |
| 2. Numpy/3. Numpy Operations Part2.vtt |
30.51kB |
| 20. Ensembling/1. Introduction to Ensembles.mp4 |
41.19MB |
| 20. Ensembling/1. Introduction to Ensembles.vtt |
11.35kB |
| 20. Ensembling/1.1 Boosting.zip.zip |
1.32MB |
| 20. Ensembling/1.2 RF_forudemy.zip.zip |
1.10MB |
| 20. Ensembling/10. Adaboost Part2.mp4 |
40.33MB |
| 20. Ensembling/10. Adaboost Part2.vtt |
8.12kB |
| 20. Ensembling/11. Adaboost Case Study.mp4 |
56.26MB |
| 20. Ensembling/11. Adaboost Case Study.vtt |
6.15kB |
| 20. Ensembling/12. XGBoost.mp4 |
24.23MB |
| 20. Ensembling/12. XGBoost.vtt |
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| 20. Ensembling/13. Boosting Part1.mp4 |
14.35MB |
| 20. Ensembling/13. Boosting Part1.vtt |
3.79kB |
| 20. Ensembling/14. Boosting Part2.mp4 |
37.24MB |
| 20. Ensembling/14. Boosting Part2.vtt |
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| 20. Ensembling/15. XGboost Algorithm.mp4 |
40.65MB |
| 20. Ensembling/15. XGboost Algorithm.vtt |
9.01kB |
| 20. Ensembling/16. Case Study Part1.mp4 |
148.42MB |
| 20. Ensembling/16. Case Study Part1.vtt |
12.06kB |
| 20. Ensembling/17. Case Study Part2.mp4 |
143.34MB |
| 20. Ensembling/17. Case Study Part2.vtt |
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| 20. Ensembling/18. Case Study Part3.mp4 |
79.10MB |
| 20. Ensembling/18. Case Study Part3.vtt |
7.04kB |
| 20. Ensembling/2. Bagging.mp4 |
74.67MB |
| 20. Ensembling/2. Bagging.vtt |
15.81kB |
| 20. Ensembling/3. Advantages.mp4 |
15.59MB |
| 20. Ensembling/3. Advantages.vtt |
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| 20. Ensembling/4. Runtime.mp4 |
17.18MB |
| 20. Ensembling/4. Runtime.vtt |
4.77kB |
| 20. Ensembling/5. Case study.mp4 |
76.64MB |
| 20. Ensembling/5. Case study.vtt |
7.06kB |
| 20. Ensembling/6. Introduction to Boosting.mp4 |
34.65MB |
| 20. Ensembling/6. Introduction to Boosting.vtt |
6.63kB |
| 20. Ensembling/7. Weak Learners.mp4 |
18.77MB |
| 20. Ensembling/7. Weak Learners.vtt |
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| 20. Ensembling/8. Shallow Decision Tree.mp4 |
15.68MB |
| 20. Ensembling/8. Shallow Decision Tree.vtt |
2.79kB |
| 20. Ensembling/9. Adaboost Part1.mp4 |
43.55MB |
| 20. Ensembling/9. Adaboost Part1.vtt |
8.45kB |
| 21. Model Selection Part2/1. Model Selection Part1.mp4 |
109.37MB |
| 21. Model Selection Part2/1. Model Selection Part1.vtt |
23.76kB |
| 21. Model Selection Part2/2. Model Selection Part2.mp4 |
43.33MB |
| 21. Model Selection Part2/2. Model Selection Part2.vtt |
14.89kB |
| 21. Model Selection Part2/3. Model Selection Part3.mp4 |
37.39MB |
| 22. Unsupervised Learning/1. Introduction to Clustering.mp4 |
62.00MB |
| 22. Unsupervised Learning/1. Introduction to Clustering.vtt |
12.99kB |
| 22. Unsupervised Learning/1.1 Unsupervised.zip.zip |
7.74MB |
| 22. Unsupervised Learning/10. Case Study Part2.mp4 |
64.31MB |
| 22. Unsupervised Learning/10. Case Study Part2.vtt |
9.26kB |
| 22. Unsupervised Learning/11. More on Segmentation.mp4 |
18.94MB |
| 22. Unsupervised Learning/11. More on Segmentation.vtt |
5.63kB |
| 22. Unsupervised Learning/12. Hierarchial Clustering.mp4 |
39.87MB |
| 22. Unsupervised Learning/12. Hierarchial Clustering.vtt |
9.25kB |
| 22. Unsupervised Learning/13. Case Study.mp4 |
36.07MB |
| 22. Unsupervised Learning/13. Case Study.vtt |
6.69kB |
| 22. Unsupervised Learning/2. Segmentation.mp4 |
30.04MB |
| 22. Unsupervised Learning/2. Segmentation.vtt |
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| 22. Unsupervised Learning/3. Kmeans.mp4 |
60.51MB |
| 22. Unsupervised Learning/3. Kmeans.vtt |
10.37kB |
| 22. Unsupervised Learning/4. Maths Behind Kmeans.mp4 |
56.37MB |
| 22. Unsupervised Learning/4. Maths Behind Kmeans.vtt |
13.50kB |
| 22. Unsupervised Learning/5. More Maths.mp4 |
9.89MB |
| 22. Unsupervised Learning/5. More Maths.vtt |
2.98kB |
| 22. Unsupervised Learning/6. Kmeans plus.mp4 |
54.30MB |
| 22. Unsupervised Learning/6. Kmeans plus.vtt |
11.70kB |
| 22. Unsupervised Learning/7. Value of K.mp4 |
37.56MB |
| 22. Unsupervised Learning/7. Value of K.vtt |
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| 22. Unsupervised Learning/8. Hopkins test.mp4 |
12.87MB |
| 22. Unsupervised Learning/8. Hopkins test.vtt |
3.09kB |
| 22. Unsupervised Learning/9. Case Study Part1.mp4 |
100.47MB |
| 22. Unsupervised Learning/9. Case Study Part1.vtt |
13.50kB |
| 23. Dimension Reduction/1. Introduction.mp4 |
164.29MB |
| 23. Dimension Reduction/1. Introduction.vtt |
32.94kB |
| 23. Dimension Reduction/1.1 PCA code for udemy.zip.zip |
9.50MB |
| 23. Dimension Reduction/2. PCA.mp4 |
103.17MB |
| 23. Dimension Reduction/2. PCA.vtt |
27.08kB |
| 23. Dimension Reduction/3. Maths Behind PCA.mp4 |
101.52MB |
| 23. Dimension Reduction/3. Maths Behind PCA.vtt |
26.13kB |
| 23. Dimension Reduction/4. Case Study Part1.mp4 |
47.68MB |
| 23. Dimension Reduction/4. Case Study Part1.vtt |
6.22kB |
| 23. Dimension Reduction/5. Case Study Part2.mp4 |
129.03MB |
| 23. Dimension Reduction/5. Case Study Part2.vtt |
19.43kB |
| 24. Advanced Machine Learning Algorithms/1. Introduction.mp4 |
32.44MB |
| 24. Advanced Machine Learning Algorithms/1. Introduction.vtt |
7.35kB |
| 24. Advanced Machine Learning Algorithms/1.1 AdvanceReg.zip.zip |
1.17MB |
| 24. Advanced Machine Learning Algorithms/10. Adjusted R Square.mp4 |
21.11MB |
| 24. Advanced Machine Learning Algorithms/10. Adjusted R Square.vtt |
4.18kB |
| 24. Advanced Machine Learning Algorithms/2. Example Part1.mp4 |
28.81MB |
| 24. Advanced Machine Learning Algorithms/2. Example Part1.vtt |
6.18kB |
| 24. Advanced Machine Learning Algorithms/3. Example Part2.mp4 |
47.31MB |
| 24. Advanced Machine Learning Algorithms/3. Example Part2.vtt |
11.00kB |
| 24. Advanced Machine Learning Algorithms/4. Optimal Solution.mp4 |
68.40MB |
| 24. Advanced Machine Learning Algorithms/4. Optimal Solution.vtt |
17.11kB |
| 24. Advanced Machine Learning Algorithms/5. Case study.mp4 |
41.91MB |
| 24. Advanced Machine Learning Algorithms/5. Case study.vtt |
4.31kB |
| 24. Advanced Machine Learning Algorithms/6. Regularization.mp4 |
50.96MB |
| 24. Advanced Machine Learning Algorithms/6. Regularization.vtt |
10.56kB |
| 24. Advanced Machine Learning Algorithms/7. Ridge and Lasso.mp4 |
41.89MB |
| 24. Advanced Machine Learning Algorithms/7. Ridge and Lasso.vtt |
7.88kB |
| 24. Advanced Machine Learning Algorithms/8. Case Study.mp4 |
111.38MB |
| 24. Advanced Machine Learning Algorithms/8. Case Study.vtt |
10.94kB |
| 24. Advanced Machine Learning Algorithms/9. Model Selection.mp4 |
32.82MB |
| 24. Advanced Machine Learning Algorithms/9. Model Selection.vtt |
6.68kB |
| 25. Deep Learning/1. Expectations.mp4 |
9.82MB |
| 25. Deep Learning/1. Expectations.vtt |
2.86kB |
| 25. Deep Learning/2. Introduction.mp4 |
51.13MB |
| 25. Deep Learning/2. Introduction.vtt |
10.83kB |
| 25. Deep Learning/3. History.mp4 |
64.87MB |
| 25. Deep Learning/3. History.vtt |
18.40kB |
| 25. Deep Learning/4. Perceptron.mp4 |
31.23MB |
| 25. Deep Learning/4. Perceptron.vtt |
8.44kB |
| 25. Deep Learning/5. Multi Layered Perceptron.mp4 |
66.93MB |
| 25. Deep Learning/5. Multi Layered Perceptron.vtt |
14.84kB |
| 25. Deep Learning/6. Neural Network Playground.mp4 |
108.73MB |
| 25. Deep Learning/6. Neural Network Playground.vtt |
13.92kB |
| 26. Project Kaggle/1. Introduction to the Problem Statement.mp4 |
97.89MB |
| 26. Project Kaggle/1. Introduction to the Problem Statement.vtt |
9.87kB |
| 26. Project Kaggle/1.1 training.zip.zip |
62.91MB |
| 26. Project Kaggle/1.2 Teclov Project - Medical treatment.ipynb.zip.zip |
1.35MB |
| 26. Project Kaggle/10. Response encoding and one hot encoder.mp4 |
57.34MB |
| 26. Project Kaggle/10. Response encoding and one hot encoder.vtt |
6.73kB |
| 26. Project Kaggle/11. Laplace Smoothing and Calibrated classifier.mp4 |
50.59MB |
| 26. Project Kaggle/11. Laplace Smoothing and Calibrated classifier.vtt |
14.76kB |
| 26. Project Kaggle/12. Significance of first categorical column.mp4 |
75.23MB |
| 26. Project Kaggle/12. Significance of first categorical column.vtt |
9.12kB |
| 26. Project Kaggle/13. Second Categorical column.mp4 |
47.92MB |
| 26. Project Kaggle/13. Second Categorical column.vtt |
5.40kB |
| 26. Project Kaggle/14. Third Categorical column.mp4 |
69.96MB |
| 26. Project Kaggle/14. Third Categorical column.vtt |
8.78kB |
| 26. Project Kaggle/15. Data pre-processing before building machine learning model.mp4 |
53.04MB |
| 26. Project Kaggle/15. Data pre-processing before building machine learning model.vtt |
5.78kB |
| 26. Project Kaggle/16. Building Machine Learning model part1.mp4 |
130.04MB |
| 26. Project Kaggle/16. Building Machine Learning model part1.vtt |
17.72kB |
| 26. Project Kaggle/17. Building Machine Learning model part2.mp4 |
141.75MB |
| 26. Project Kaggle/17. Building Machine Learning model part2.vtt |
15.67kB |
| 26. Project Kaggle/18. Building Machine Learning model part3.mp4 |
40.28MB |
| 26. Project Kaggle/18. Building Machine Learning model part3.vtt |
4.26kB |
| 26. Project Kaggle/19. Building Machine Learning model part4.mp4 |
34.68MB |
| 26. Project Kaggle/19. Building Machine Learning model part4.vtt |
4.01kB |
| 26. Project Kaggle/2. Playing With The Data.mp4 |
143.71MB |
| 26. Project Kaggle/2. Playing With The Data.vtt |
18.33kB |
| 26. Project Kaggle/20. Building Machine Learning model part5.mp4 |
43.98MB |
| 26. Project Kaggle/20. Building Machine Learning model part5.vtt |
5.21kB |
| 26. Project Kaggle/21. Building Machine Learning model part6.mp4 |
53.29MB |
| 26. Project Kaggle/21. Building Machine Learning model part6.vtt |
9.32kB |
| 26. Project Kaggle/3. Translating the Problem In Machine Learning World.mp4 |
118.51MB |
| 26. Project Kaggle/3. Translating the Problem In Machine Learning World.vtt |
12.16kB |
| 26. Project Kaggle/4. Dealing with Text Data.mp4 |
102.82MB |
| 26. Project Kaggle/4. Dealing with Text Data.vtt |
10.14kB |
| 26. Project Kaggle/5. Train, Test And Cross Validation Split.mp4 |
121.85MB |
| 26. Project Kaggle/5. Train, Test And Cross Validation Split.vtt |
12.56kB |
| 26. Project Kaggle/6. Understanding Evaluation Matrix Log Loss.mp4 |
89.66MB |
| 26. Project Kaggle/6. Understanding Evaluation Matrix Log Loss.vtt |
20.46kB |
| 26. Project Kaggle/7. Building A Worst Model.mp4 |
71.81MB |
| 26. Project Kaggle/7. Building A Worst Model.vtt |
10.92kB |
| 26. Project Kaggle/8. Evaluating Worst ML Model.mp4 |
61.73MB |
| 26. Project Kaggle/8. Evaluating Worst ML Model.vtt |
7.24kB |
| 26. Project Kaggle/9. First Categorical column analysis.mp4 |
74.58MB |
| 26. Project Kaggle/9. First Categorical column analysis.vtt |
15.02kB |
| 3. Pandas/1. Introduction.mp4 |
41.00MB |
| 3. Pandas/1. Introduction.vtt |
8.06kB |
| 3. Pandas/1.1 Pandas.zip.zip |
15.83kB |
| 3. Pandas/10. groupby.mp4 |
49.20MB |
| 3. Pandas/10. groupby.vtt |
7.23kB |
| 3. Pandas/11. Merging Part2.mp4 |
35.55MB |
| 3. Pandas/11. Merging Part2.vtt |
5.87kB |
| 3. Pandas/12. Pivot Table.mp4 |
29.05MB |
| 3. Pandas/12. Pivot Table.vtt |
4.61kB |
| 3. Pandas/2. Series.mp4 |
64.48MB |
| 3. Pandas/2. Series.vtt |
9.82kB |
| 3. Pandas/3. DataFrame.mp4 |
69.41MB |
| 3. Pandas/3. DataFrame.vtt |
9.55kB |
| 3. Pandas/4. Operations Part1.mp4 |
12.61MB |
| 3. Pandas/4. Operations Part1.vtt |
1.48kB |
| 3. Pandas/5. Operations Part2.mp4 |
46.24MB |
| 3. Pandas/5. Operations Part2.vtt |
6.24kB |
| 3. Pandas/6. Indexes.mp4 |
52.55MB |
| 3. Pandas/6. Indexes.vtt |
7.62kB |
| 3. Pandas/7. loc and iloc.mp4 |
62.25MB |
| 3. Pandas/7. loc and iloc.vtt |
9.57kB |
| 3. Pandas/8. Reading CSV.mp4 |
44.53MB |
| 3. Pandas/8. Reading CSV.vtt |
7.10kB |
| 3. Pandas/9. Merging Part1.mp4 |
31.47MB |
| 3. Pandas/9. Merging Part1.vtt |
4.44kB |
| 4. Some Fun With Maths/1. Linear Algebra Vectors.mp4 |
170.30MB |
| 4. Some Fun With Maths/1. Linear Algebra Vectors.vtt |
51.12kB |
| 4. Some Fun With Maths/2. Linear Algebra Matrix Part1.mp4 |
99.89MB |
| 4. Some Fun With Maths/2. Linear Algebra Matrix Part1.vtt |
17.25kB |
| 4. Some Fun With Maths/3. Linear Algebra Matrix Part2.mp4 |
81.78MB |
| 4. Some Fun With Maths/3. Linear Algebra Matrix Part2.vtt |
19.87kB |
| 4. Some Fun With Maths/4. Linear Algebra Going From 2D to nD Part1.mp4 |
29.06MB |
| 4. Some Fun With Maths/4. Linear Algebra Going From 2D to nD Part1.vtt |
10.18kB |
| 4. Some Fun With Maths/5. Linear Algebra 2D to nD Part2.mp4 |
27.03MB |
| 4. Some Fun With Maths/5. Linear Algebra 2D to nD Part2.vtt |
8.35kB |
| 5. Inferential Statistics/1. Inferential Statistics.mp4 |
10.81MB |
| 5. Inferential Statistics/1. Inferential Statistics.vtt |
3.13kB |
| 5. Inferential Statistics/10. Normal Distribution.mp4 |
19.95MB |
| 5. Inferential Statistics/10. Normal Distribution.vtt |
5.42kB |
| 5. Inferential Statistics/11. z Score.mp4 |
24.95MB |
| 5. Inferential Statistics/11. z Score.vtt |
5.48kB |
| 5. Inferential Statistics/12. Sampling.mp4 |
40.61MB |
| 5. Inferential Statistics/12. Sampling.vtt |
10.12kB |
| 5. Inferential Statistics/13. Sampling Distribution.mp4 |
26.75MB |
| 5. Inferential Statistics/13. Sampling Distribution.vtt |
7.03kB |
| 5. Inferential Statistics/14. Central Limit Theorem.mp4 |
13.74MB |
| 5. Inferential Statistics/14. Central Limit Theorem.vtt |
3.04kB |
| 5. Inferential Statistics/15. Confidence Interval Part1.mp4 |
36.22MB |
| 5. Inferential Statistics/15. Confidence Interval Part1.vtt |
7.43kB |
| 5. Inferential Statistics/16. Confidence Interval Part2.mp4 |
14.04MB |
| 5. Inferential Statistics/16. Confidence Interval Part2.vtt |
3.27kB |
| 5. Inferential Statistics/2. Probability Theory.mp4 |
57.45MB |
| 5. Inferential Statistics/2. Probability Theory.vtt |
14.20kB |
| 5. Inferential Statistics/3. Probability Distribution.mp4 |
25.42MB |
| 5. Inferential Statistics/3. Probability Distribution.vtt |
5.60kB |
| 5. Inferential Statistics/4. Expected Values Part1.mp4 |
25.43MB |
| 5. Inferential Statistics/4. Expected Values Part1.vtt |
5.65kB |
| 5. Inferential Statistics/5. Expected Values Part2.mp4 |
15.20MB |
| 5. Inferential Statistics/5. Expected Values Part2.vtt |
3.97kB |
| 5. Inferential Statistics/6. Without Experiment.mp4 |
30.08MB |
| 5. Inferential Statistics/6. Without Experiment.vtt |
7.38kB |
| 5. Inferential Statistics/7. Binomial Distribution.mp4 |
18.43MB |
| 5. Inferential Statistics/7. Binomial Distribution.vtt |
4.31kB |
| 5. Inferential Statistics/8. Commulative Distribution.mp4 |
8.77MB |
| 5. Inferential Statistics/8. Commulative Distribution.vtt |
2.79kB |
| 5. Inferential Statistics/9. PDF.mp4 |
22.02MB |
| 5. Inferential Statistics/9. PDF.vtt |
5.55kB |
| 6. Hypothesis Testing/1. Introduction.mp4 |
32.60MB |
| 6. Hypothesis Testing/1. Introduction.vtt |
9.42kB |
| 6. Hypothesis Testing/1.1 z-table.pdf.pdf |
60.39kB |
| 6. Hypothesis Testing/1.2 t-table.pdf.pdf |
150.84kB |
| 6. Hypothesis Testing/10. Types of Error.mp4 |
16.04MB |
| 6. Hypothesis Testing/10. Types of Error.vtt |
3.49kB |
| 6. Hypothesis Testing/11. t- distribution Part1.mp4 |
22.35MB |
| 6. Hypothesis Testing/11. t- distribution Part1.vtt |
4.25kB |
| 6. Hypothesis Testing/12. t- distribution Part2.mp4 |
30.75MB |
| 6. Hypothesis Testing/12. t- distribution Part2.vtt |
3.14kB |
| 6. Hypothesis Testing/2. NULL And Alternate Hypothesis.mp4 |
30.19MB |
| 6. Hypothesis Testing/2. NULL And Alternate Hypothesis.vtt |
7.70kB |
| 6. Hypothesis Testing/3. Examples.mp4 |
29.10MB |
| 6. Hypothesis Testing/3. Examples.vtt |
6.84kB |
| 6. Hypothesis Testing/4. OneTwo Tailed Tests.mp4 |
39.85MB |
| 6. Hypothesis Testing/4. OneTwo Tailed Tests.vtt |
10.39kB |
| 6. Hypothesis Testing/5. Critical Value Method.mp4 |
25.91MB |
| 6. Hypothesis Testing/5. Critical Value Method.vtt |
4.66kB |
| 6. Hypothesis Testing/6. z Table.mp4 |
61.48MB |
| 6. Hypothesis Testing/6. z Table.vtt |
9.01kB |
| 6. Hypothesis Testing/7. Examples.mp4 |
27.71MB |
| 6. Hypothesis Testing/7. Examples.vtt |
3.63kB |
| 6. Hypothesis Testing/8. More Examples.mp4 |
17.27MB |
| 6. Hypothesis Testing/8. More Examples.vtt |
3.46kB |
| 6. Hypothesis Testing/9. p Value.mp4 |
35.11MB |
| 6. Hypothesis Testing/9. p Value.vtt |
6.62kB |
| 7. Data Visualisation/1. Matplotlib.mp4 |
181.16MB |
| 7. Data Visualisation/1. Matplotlib.vtt |
26.96kB |
| 7. Data Visualisation/1.1 Datavisual.zip.zip |
1.26MB |
| 7. Data Visualisation/2. Seaborn.mp4 |
193.72MB |
| 7. Data Visualisation/2. Seaborn.vtt |
26.64kB |
| 7. Data Visualisation/3. Case Study.mp4 |
118.70MB |
| 7. Data Visualisation/3. Case Study.vtt |
13.22kB |
| 7. Data Visualisation/4. Seaborn On Time Series Data.mp4 |
56.68MB |
| 7. Data Visualisation/4. Seaborn On Time Series Data.vtt |
5.73kB |
| 8. Exploratory Data Analysis/1. Introduction.mp4 |
3.98MB |
| 8. Exploratory Data Analysis/1. Introduction.vtt |
0.90kB |
| 8. Exploratory Data Analysis/10. Univariate Analysis Part1.mp4 |
86.80MB |
| 8. Exploratory Data Analysis/10. Univariate Analysis Part1.vtt |
26.41kB |
| 8. Exploratory Data Analysis/11. Univariate Analysis Part2.mp4 |
63.81MB |
| 8. Exploratory Data Analysis/11. Univariate Analysis Part2.vtt |
20.04kB |
| 8. Exploratory Data Analysis/12. Segmented Analysis.mp4 |
25.66MB |
| 8. Exploratory Data Analysis/12. Segmented Analysis.vtt |
7.97kB |
| 8. Exploratory Data Analysis/13. Bivariate Analysis.mp4 |
63.54MB |
| 8. Exploratory Data Analysis/13. Bivariate Analysis.vtt |
16.83kB |
| 8. Exploratory Data Analysis/14. Derived Columns.mp4 |
43.93MB |
| 8. Exploratory Data Analysis/14. Derived Columns.vtt |
14.75kB |
| 8. Exploratory Data Analysis/2. Data Sourcing and Cleaning part1.mp4 |
16.31MB |
| 8. Exploratory Data Analysis/2. Data Sourcing and Cleaning part1.vtt |
4.14kB |
| 8. Exploratory Data Analysis/3. Data Sourcing and Cleaning part2.mp4 |
16.38MB |
| 8. Exploratory Data Analysis/3. Data Sourcing and Cleaning part2.vtt |
2.59kB |
| 8. Exploratory Data Analysis/4. Data Sourcing and Cleaning part3.mp4 |
10.52MB |
| 8. Exploratory Data Analysis/4. Data Sourcing and Cleaning part3.vtt |
3.45kB |
| 8. Exploratory Data Analysis/5. Data Sourcing and Cleaning part4.mp4 |
10.88MB |
| 8. Exploratory Data Analysis/5. Data Sourcing and Cleaning part4.vtt |
3.94kB |
| 8. Exploratory Data Analysis/6. Data Sourcing and Cleaning part5.mp4 |
13.02MB |
| 8. Exploratory Data Analysis/6. Data Sourcing and Cleaning part5.vtt |
3.82kB |
| 8. Exploratory Data Analysis/7. Data Sourcing and Cleaning part6.mp4 |
56.30MB |
| 8. Exploratory Data Analysis/7. Data Sourcing and Cleaning part6.vtt |
4.46kB |
| 8. Exploratory Data Analysis/8. Data Cleaning part1.mp4 |
79.94MB |
| 8. Exploratory Data Analysis/8. Data Cleaning part1.vtt |
17.11kB |
| 8. Exploratory Data Analysis/9. Data Cleaning part2.mp4 |
31.14MB |
| 8. Exploratory Data Analysis/9. Data Cleaning part2.vtt |
11.30kB |
| 9. Simple Linear Regression/1. Introduction to Machine Learning.mp4 |
11.70MB |
| 9. Simple Linear Regression/1. Introduction to Machine Learning.vtt |
2.24kB |
| 9. Simple Linear Regression/1.1 code-LR-Teclov.zip.zip |
78.68kB |
| 9. Simple Linear Regression/10. Residual Square Error (RSE).mp4 |
4.77MB |
| 9. Simple Linear Regression/10. Residual Square Error (RSE).vtt |
1.05kB |
| 9. Simple Linear Regression/2. Types of Machine Learning.mp4 |
37.09MB |
| 9. Simple Linear Regression/2. Types of Machine Learning.vtt |
9.22kB |
| 9. Simple Linear Regression/3. Introduction to Linear Regression (LR).mp4 |
18.75MB |
| 9. Simple Linear Regression/3. Introduction to Linear Regression (LR).vtt |
3.04kB |
| 9. Simple Linear Regression/4. How LR Works.mp4 |
61.53MB |
| 9. Simple Linear Regression/4. How LR Works.vtt |
10.17kB |
| 9. Simple Linear Regression/5. Some Fun With Maths Behind LR.mp4 |
55.31MB |
| 9. Simple Linear Regression/5. Some Fun With Maths Behind LR.vtt |
11.24kB |
| 9. Simple Linear Regression/6. R Square.mp4 |
55.02MB |
| 9. Simple Linear Regression/6. R Square.vtt |
12.63kB |
| 9. Simple Linear Regression/7. LR Case Study Part1.mp4 |
144.18MB |
| 9. Simple Linear Regression/7. LR Case Study Part1.vtt |
17.88kB |
| 9. Simple Linear Regression/8. LR Case Study Part2.mp4 |
55.98MB |
| 9. Simple Linear Regression/8. LR Case Study Part2.vtt |
5.57kB |
| 9. Simple Linear Regression/9. LR Case Study Part3.mp4 |
48.70MB |
| 9. Simple Linear Regression/9. LR Case Study Part3.vtt |
5.67kB |
| [CourseClub.NET].url |
0.12kB |
| [FCS Forum].url |
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| [FreeCourseSite.com].url |
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