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[DesireCourse Com] Udemy - Ensemble Machine Learning in Python Random Forest, AdaBoost

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[DesireCourse Com] Udemy - Ensemble Machine Learning in Python Random Forest, AdaBoost

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Name:[DesireCourse Com] Udemy - Ensemble Machine Learning in Python Random Forest, AdaBoost

Infohash: C36599619801D7FB84E1C3D652DA4BB26CA9AFCD

Total Size: 826.29 MB

Seeds: 0

Leechers: 1

Stream: Watch Full Movie @ Movie4u

Last Updated: 2022-11-21 05:29:56 (Update Now)

Torrent added: 2019-04-26 05:30:24






Torrent Files List


1. Get Started (Size: 826.29 MB) (Files: 85)

 1. Get Started

  1. Outline and Motivation.mp4

7.20 MB

  1. Outline and Motivation.vtt

6.02 KB

  2. Where to get the Code and Data.mp4

3.36 MB

  2. Where to get the Code and Data.vtt

2.55 KB

  3. All Data is the Same.mp4

5.25 MB

  3. All Data is the Same.vtt

3.94 KB

  4. Plug-and-Play.mp4

3.51 MB

  4. Plug-and-Play.vtt

2.58 KB

 2. Bias-Variance Trade-Off

  1. Bias-Variance Key Terms.mp4

10.23 MB

  1. Bias-Variance Key Terms.vtt

7.84 KB

  2. Bias-Variance Trade-Off.mp4

4.89 MB

  2. Bias-Variance Trade-Off.vtt

3.57 KB

  3. Bias-Variance Decomposition.mp4

5.37 MB

  3. Bias-Variance Decomposition.vtt

3.51 KB

  4. Polynomial Regression Demo.mp4

41.75 MB

  4. Polynomial Regression Demo.vtt

11.45 KB

  5. K-Nearest Neighbor and Decision Tree Demo.mp4

13.86 MB

  5. K-Nearest Neighbor and Decision Tree Demo.vtt

5.06 KB

  6. Cross-Validation as a Method for Optimizing Model Complexity.mp4

6.97 MB

  6. Cross-Validation as a Method for Optimizing Model Complexity.vtt

5.10 KB

 3. Bootstrap Estimates and Bagging

  1. Bootstrap Estimation.mp4

47.72 MB

  1. Bootstrap Estimation.vtt

11.03 KB

  2. Bootstrap Demo.mp4

10.95 MB

  2. Bootstrap Demo.vtt

3.62 KB

  3. Bagging.mp4

3.93 MB

  3. Bagging.vtt

2.70 KB

  4. Bagging Regression Trees.mp4

15.87 MB

  4. Bagging Regression Trees.vtt

4.04 KB

  5. Bagging Classification Trees.mp4

20.32 MB

  5. Bagging Classification Trees.vtt

4.76 KB

  6. Stacking.mp4

6.07 MB

  6. Stacking.vtt

4.47 KB

 4. Random Forest

  1. Random Forest Algorithm.mp4

14.42 MB

  1. Random Forest Algorithm.vtt

10.71 KB

  2. Random Forest Regressor.mp4

14.89 MB

  2. Random Forest Regressor.vtt

7.47 KB

  3. Random Forest Classifier.mp4

12.59 MB

  3. Random Forest Classifier.vtt

5.00 KB

  4. Random Forest vs Bagging Trees.mp4

7.82 MB

  4. Random Forest vs Bagging Trees.vtt

3.90 KB

  5. Implementing a Not as Random Forest.mp4

8.69 MB

  5. Implementing a Not as Random Forest.vtt

4.42 KB

  6. Connection to Deep Learning Dropout.mp4

4.22 MB

  6. Connection to Deep Learning Dropout.vtt

2.85 KB

 5. AdaBoost

  1. AdaBoost Algorithm.mp4

10.89 MB

  1. AdaBoost Algorithm.vtt

7.96 KB

  2. Additive Modeling.mp4

2.80 MB

  2. Additive Modeling.vtt

2.07 KB

  3. AdaBoost Loss Function Exponential Loss.mp4

11.18 MB

  3. AdaBoost Loss Function Exponential Loss.vtt

7.44 KB

  4. AdaBoost Implementation.mp4

15.78 MB

  4. AdaBoost Implementation.vtt

9.56 KB

  5. Comparison to Stacking.mp4

5.45 MB

  5. Comparison to Stacking.vtt

3.85 KB

  6. Connection to Deep Learning.mp4

6.03 MB

  6. Connection to Deep Learning.vtt

4.22 KB

  7. Summary and What's Next.mp4

7.37 MB

  7. Summary and What's Next.vtt

5.47 KB

 6. Appendix

  1. What is the Appendix.mp4

5.45 MB

  1. What is the Appendix.vtt

3.28 KB

  10. BONUS Where to get Udemy coupons and FREE deep learning material.mp4

4.02 MB

  10. BONUS Where to get Udemy coupons and FREE deep learning material.vtt

2.99 KB

  11. Python 2 vs Python 3.mp4

7.83 MB

  11. Python 2 vs Python 3.vtt

5.35 KB

  12. What order should I take your courses in (part 1).mp4

29.32 MB

  12. What order should I take your courses in (part 1).vtt

14.09 KB

  13. What order should I take your courses in (part 2).mp4

37.62 MB

  13. What order should I take your courses in (part 2).vtt

20.24 KB

  2. Confidence Intervals.mp4

12.59 MB

  2. Confidence Intervals.vtt

11.55 KB

  3. Windows-Focused Environment Setup 2018.mp4

186.29 MB

  3. Windows-Focused Environment Setup 2018.vtt

17.39 KB

  4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4

43.92 MB

  4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt

12.40 KB

  5. How to Code by Yourself (part 1).mp4

24.53 MB

  5. How to Code by Yourself (part 1).vtt

19.78 KB

  6. How to Code by Yourself (part 2).mp4

14.81 MB

  6. How to Code by Yourself (part 2).vtt

11.62 KB

  7. How to Succeed in this Course (Long Version).mp4

13.00 MB

  7. How to Succeed in this Course (Long Version).vtt

12.86 KB

  8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4

38.95 MB

  8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt

27.77 KB

  9. Proof that using Jupyter Notebook is the same as not using it.mp4

78.26 MB

  9. Proof that using Jupyter Notebook is the same as not using it.vtt

12.22 KB

 [DesireCourse.Com].url

0.05 KB
 

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