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1. Get Started/1. Outline and Motivation.mp4
7.2MB
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1. Get Started/1. Outline and Motivation.vtt
6.02KB
1. Get Started/2. Where to get the Code and Data.mp4
3.36MB
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1. Get Started/2. Where to get the Code and Data.vtt
2.55KB
1. Get Started/3. All Data is the Same.mp4
5.25MB
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1. Get Started/3. All Data is the Same.vtt
3.94KB
1. Get Started/4. Plug-and-Play.mp4
3.51MB
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1. Get Started/4. Plug-and-Play.vtt
2.58KB
2. Bias-Variance Trade-Off/1. Bias-Variance Key Terms.mp4
10.23MB
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2. Bias-Variance Trade-Off/1. Bias-Variance Key Terms.vtt
7.84KB
2. Bias-Variance Trade-Off/2. Bias-Variance Trade-Off.mp4
4.89MB
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2. Bias-Variance Trade-Off/2. Bias-Variance Trade-Off.vtt
3.57KB
2. Bias-Variance Trade-Off/3. Bias-Variance Decomposition.mp4
5.37MB
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2. Bias-Variance Trade-Off/3. Bias-Variance Decomposition.vtt
3.51KB
2. Bias-Variance Trade-Off/4. Polynomial Regression Demo.mp4
41.75MB
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2. Bias-Variance Trade-Off/4. Polynomial Regression Demo.vtt
11.45KB
2. Bias-Variance Trade-Off/5. K-Nearest Neighbor and Decision Tree Demo.mp4
13.86MB
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2. Bias-Variance Trade-Off/5. K-Nearest Neighbor and Decision Tree Demo.vtt
5.06KB
2. Bias-Variance Trade-Off/6. Cross-Validation as a Method for Optimizing Model Complexity.mp4
6.97MB
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2. Bias-Variance Trade-Off/6. Cross-Validation as a Method for Optimizing Model Complexity.vtt
5.1KB
3. Bootstrap Estimates and Bagging/1. Bootstrap Estimation.mp4
47.72MB
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3. Bootstrap Estimates and Bagging/1. Bootstrap Estimation.vtt
11.03KB
3. Bootstrap Estimates and Bagging/2. Bootstrap Demo.mp4
10.95MB
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3. Bootstrap Estimates and Bagging/2. Bootstrap Demo.vtt
3.62KB
3. Bootstrap Estimates and Bagging/3. Bagging.mp4
3.93MB
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3. Bootstrap Estimates and Bagging/3. Bagging.vtt
2.7KB
3. Bootstrap Estimates and Bagging/4. Bagging Regression Trees.mp4
15.87MB
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3. Bootstrap Estimates and Bagging/4. Bagging Regression Trees.vtt
4.04KB
3. Bootstrap Estimates and Bagging/5. Bagging Classification Trees.mp4
20.32MB
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4.76KB
3. Bootstrap Estimates and Bagging/6. Stacking.mp4
6.07MB
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4.47KB
4. Random Forest/1. Random Forest Algorithm.mp4
14.42MB
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4. Random Forest/1. Random Forest Algorithm.vtt
10.71KB
4. Random Forest/2. Random Forest Regressor.mp4
14.89MB
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4. Random Forest/2. Random Forest Regressor.vtt
7.47KB
4. Random Forest/3. Random Forest Classifier.mp4
12.59MB
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4. Random Forest/3. Random Forest Classifier.vtt
5KB
4. Random Forest/4. Random Forest vs Bagging Trees.mp4
7.82MB
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4. Random Forest/4. Random Forest vs Bagging Trees.vtt
3.9KB
4. Random Forest/5. Implementing a Not as Random Forest.mp4
8.69MB
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4. Random Forest/5. Implementing a Not as Random Forest.vtt
4.42KB
4. Random Forest/6. Connection to Deep Learning Dropout.mp4
4.22MB
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4. Random Forest/6. Connection to Deep Learning Dropout.vtt
2.85KB
5. AdaBoost/1. AdaBoost Algorithm.mp4
10.89MB
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5. AdaBoost/1. AdaBoost Algorithm.vtt
7.96KB
5. AdaBoost/2. Additive Modeling.mp4
2.8MB
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5. AdaBoost/2. Additive Modeling.vtt
2.07KB
5. AdaBoost/3. AdaBoost Loss Function Exponential Loss.mp4
11.18MB
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5. AdaBoost/3. AdaBoost Loss Function Exponential Loss.vtt
7.44KB
5. AdaBoost/4. AdaBoost Implementation.mp4
15.78MB
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5. AdaBoost/4. AdaBoost Implementation.vtt
9.56KB
5. AdaBoost/5. Comparison to Stacking.mp4
5.45MB
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5. AdaBoost/5. Comparison to Stacking.vtt
3.85KB
5. AdaBoost/6. Connection to Deep Learning.mp4
6.03MB
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5. AdaBoost/6. Connection to Deep Learning.vtt
4.22KB
5. AdaBoost/7. Summary and What's Next.mp4
7.37MB
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5. AdaBoost/7. Summary and What's Next.vtt
5.47KB
6. Appendix/1. What is the Appendix.mp4
5.45MB
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6. Appendix/1. What is the Appendix.vtt
3.28KB
6. Appendix/10. BONUS Where to get Udemy coupons and FREE deep learning material.mp4
4.02MB
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6. Appendix/10. BONUS Where to get Udemy coupons and FREE deep learning material.vtt
2.99KB
6. Appendix/11. Python 2 vs Python 3.mp4
7.83MB
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6. Appendix/11. Python 2 vs Python 3.vtt
5.35KB
6. Appendix/12. What order should I take your courses in (part 1).mp4
29.32MB
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6. Appendix/12. What order should I take your courses in (part 1).vtt
14.09KB
6. Appendix/13. What order should I take your courses in (part 2).mp4
37.62MB
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6. Appendix/13. What order should I take your courses in (part 2).vtt
20.24KB
6. Appendix/2. Confidence Intervals.mp4
12.59MB
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6. Appendix/2. Confidence Intervals.vtt
11.55KB
6. Appendix/3. Windows-Focused Environment Setup 2018.mp4
186.29MB
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6. Appendix/3. Windows-Focused Environment Setup 2018.vtt
17.39KB
6. Appendix/4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
43.92MB
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6. Appendix/4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt
12.4KB
6. Appendix/5. How to Code by Yourself (part 1).mp4
24.53MB
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6. Appendix/5. How to Code by Yourself (part 1).vtt
19.78KB
6. Appendix/6. How to Code by Yourself (part 2).mp4
14.81MB
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6. Appendix/6. How to Code by Yourself (part 2).vtt
11.62KB
6. Appendix/7. How to Succeed in this Course (Long Version).mp4
13MB
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6. Appendix/7. How to Succeed in this Course (Long Version).vtt
12.86KB
6. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
38.95MB
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6. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt
27.77KB
6. Appendix/9. Proof that using Jupyter Notebook is the same as not using it.mp4
78.26MB
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6. Appendix/9. Proof that using Jupyter Notebook is the same as not using it.vtt
12.22KB
[DesireCourse.Com].url
51B
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