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[FreeCourseSite.com] Udemy - Unsupervised Machine Learning Hidden Markov Models in Python

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01405C998EE031F0B1BF0D4DBA395C5D572E1092

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116

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1.15GB

Convert On:

2019-07-15

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FreeCourseSite com Udemy Unsupervised Machine Learning Hidden Markov Models in Python

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File Name

Size

1. Introduction and Outline/1. Introduction and Outline Why would you want to use an HMM.mp4

6.78MB

1. Introduction and Outline/1. Introduction and Outline Why would you want to use an HMM.vtt

5.42KB

1. Introduction and Outline/2. Unsupervised or Supervised.mp4

5.27MB

1. Introduction and Outline/2. Unsupervised or Supervised.vtt

3.67KB

1. Introduction and Outline/3. Where to get the Code and Data.mp4

2.09MB

1. Introduction and Outline/3. Where to get the Code and Data.vtt

1.73KB

1. Introduction and Outline/4. How to Succeed in this Course.mp4

3.3MB

1. Introduction and Outline/4. How to Succeed in this Course.vtt

3.74KB

10. Appendix/1. What is the Appendix.mp4

5.45MB

10. Appendix/1. What is the Appendix.vtt

3.38KB

10. Appendix/10. What order should I take your courses in (part 1).mp4

29.33MB

10. Appendix/10. What order should I take your courses in (part 1).vtt

15.16KB

10. Appendix/11. What order should I take your courses in (part 2).mp4

37.63MB

10. Appendix/11. What order should I take your courses in (part 2).vtt

22.3KB

10. Appendix/12. BONUS Where to get Udemy coupons and FREE deep learning material.mp4

4.03MB

10. Appendix/12. BONUS Where to get Udemy coupons and FREE deep learning material.vtt

3.3KB

10. Appendix/2. Windows-Focused Environment Setup 2018.mp4

186.33MB

10. Appendix/2. Windows-Focused Environment Setup 2018.vtt

18.66KB

10. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4

43.92MB

10. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt

13.4KB

10. Appendix/4. How to Code by Yourself (part 1).mp4

24.54MB

10. Appendix/4. How to Code by Yourself (part 1).vtt

21.32KB

10. Appendix/5. How to Code by Yourself (part 2).mp4

14.81MB

10. Appendix/5. How to Code by Yourself (part 2).vtt

12.41KB

10. Appendix/6. How to Succeed in this Course (Long Version).mp4

18.32MB

10. Appendix/6. How to Succeed in this Course (Long Version).vtt

13.71KB

10. Appendix/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4

38.96MB

10. Appendix/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt

29.9KB

10. Appendix/8. Proof that using Jupyter Notebook is the same as not using it.mp4

78.28MB

10. Appendix/8. Proof that using Jupyter Notebook is the same as not using it.vtt

13.18KB

10. Appendix/9. Python 2 vs Python 3.mp4

7.84MB

10. Appendix/9. Python 2 vs Python 3.vtt

5.9KB

2. Markov Models/1. The Markov Property.mp4

8.31MB

2. Markov Models/1. The Markov Property.vtt

6.22KB

2. Markov Models/2. Markov Models.mp4

8.17MB

2. Markov Models/2. Markov Models.vtt

5.94KB

2. Markov Models/3. The Math of Markov Chains.mp4

9.04MB

2. Markov Models/3. The Math of Markov Chains.vtt

6.71KB

3. Markov Models Example Problems and Applications/1. Example Problem Sick or Healthy.mp4

5.54MB

3. Markov Models Example Problems and Applications/1. Example Problem Sick or Healthy.vtt

4.33KB

3. Markov Models Example Problems and Applications/2. Example Problem Expected number of continuously sick days.mp4

4.63MB

3. Markov Models Example Problems and Applications/2. Example Problem Expected number of continuously sick days.vtt

3.32KB

3. Markov Models Example Problems and Applications/3. Example application SEO and Bounce Rate Optimization.mp4

15.83MB

3. Markov Models Example Problems and Applications/3. Example application SEO and Bounce Rate Optimization.vtt

9.46KB

3. Markov Models Example Problems and Applications/4. Example Application Build a 2nd-order language model and generate phrases.mp4

26.93MB

3. Markov Models Example Problems and Applications/4. Example Application Build a 2nd-order language model and generate phrases.vtt

12.34KB

3. Markov Models Example Problems and Applications/5. Example Application Google’s PageRank algorithm.mp4

8.72MB

3. Markov Models Example Problems and Applications/5. Example Application Google’s PageRank algorithm.vtt

6.51KB

4. Hidden Markov Models for Discrete Observations/1. From Markov Models to Hidden Markov Models.mp4

10.17MB

4. Hidden Markov Models for Discrete Observations/1. From Markov Models to Hidden Markov Models.vtt

7.93KB

4. Hidden Markov Models for Discrete Observations/10. Baum-Welch Updates for Multiple Observations.mp4

7.48MB

4. Hidden Markov Models for Discrete Observations/10. Baum-Welch Updates for Multiple Observations.vtt

5.6KB

4. Hidden Markov Models for Discrete Observations/11. Discrete HMM in Code.mp4

47.43MB

4. Hidden Markov Models for Discrete Observations/11. Discrete HMM in Code.vtt

13.46KB

4. Hidden Markov Models for Discrete Observations/12. The underflow problem and how to solve it.mp4

7.65MB

4. Hidden Markov Models for Discrete Observations/12. The underflow problem and how to solve it.vtt

6.12KB

4. Hidden Markov Models for Discrete Observations/13. Discrete HMM Updates in Code with Scaling.mp4

29.14MB

4. Hidden Markov Models for Discrete Observations/13. Discrete HMM Updates in Code with Scaling.vtt

7.84KB

4. Hidden Markov Models for Discrete Observations/14. Scaled Viterbi Algorithm in Log Space.mp4

9.23MB

4. Hidden Markov Models for Discrete Observations/14. Scaled Viterbi Algorithm in Log Space.vtt

2.4KB

4. Hidden Markov Models for Discrete Observations/2. HMMs are Doubly Embedded.mp4

1.54MB

4. Hidden Markov Models for Discrete Observations/2. HMMs are Doubly Embedded.vtt

2.6KB

4. Hidden Markov Models for Discrete Observations/3. How can we choose the number of hidden states.mp4

7.35MB

4. Hidden Markov Models for Discrete Observations/3. How can we choose the number of hidden states.vtt

5.57KB

4. Hidden Markov Models for Discrete Observations/4. The Forward-Backward Algorithm.mp4

22.44MB

4. Hidden Markov Models for Discrete Observations/4. The Forward-Backward Algorithm.vtt

5.21KB

4. Hidden Markov Models for Discrete Observations/5. Visual Intuition for the Forward Algorithm.mp4

6.03MB

4. Hidden Markov Models for Discrete Observations/5. Visual Intuition for the Forward Algorithm.vtt

4.46KB

4. Hidden Markov Models for Discrete Observations/6. The Viterbi Algorithm.mp4

5.04MB

4. Hidden Markov Models for Discrete Observations/6. The Viterbi Algorithm.vtt

3.49KB

4. Hidden Markov Models for Discrete Observations/7. Visual Intuition for the Viterbi Algorithm.mp4

15.68MB

4. Hidden Markov Models for Discrete Observations/7. Visual Intuition for the Viterbi Algorithm.vtt

3.91KB

4. Hidden Markov Models for Discrete Observations/8. The Baum-Welch Algorithm.mp4

4.35MB

4. Hidden Markov Models for Discrete Observations/8. The Baum-Welch Algorithm.vtt

2.97KB

4. Hidden Markov Models for Discrete Observations/9. Baum-Welch Explanation and Intuition.mp4

11.97MB

4. Hidden Markov Models for Discrete Observations/9. Baum-Welch Explanation and Intuition.vtt

8.06KB

5. Discrete HMMs Using Deep Learning Libraries/1. Gradient Descent Tutorial.mp4

22.81MB

5. Discrete HMMs Using Deep Learning Libraries/1. Gradient Descent Tutorial.vtt

5.19KB

5. Discrete HMMs Using Deep Learning Libraries/2. Theano Scan Tutorial.mp4

23.76MB

5. Discrete HMMs Using Deep Learning Libraries/2. Theano Scan Tutorial.vtt

11.26KB

5. Discrete HMMs Using Deep Learning Libraries/3. Discrete HMM in Theano.mp4

30.74MB

5. Discrete HMMs Using Deep Learning Libraries/3. Discrete HMM in Theano.vtt

7.4KB

5. Discrete HMMs Using Deep Learning Libraries/4. Improving our Gradient Descent-Based HMM.mp4

25.95MB

5. Discrete HMMs Using Deep Learning Libraries/4. Improving our Gradient Descent-Based HMM.vtt

5.91KB

5. Discrete HMMs Using Deep Learning Libraries/5. Tensorflow Scan Tutorial.mp4

23.07MB

5. Discrete HMMs Using Deep Learning Libraries/5. Tensorflow Scan Tutorial.vtt

14.03KB

5. Discrete HMMs Using Deep Learning Libraries/6. Discrete HMM in Tensorflow.mp4

16.44MB

5. Discrete HMMs Using Deep Learning Libraries/6. Discrete HMM in Tensorflow.vtt

8.44KB

6. HMMs for Continuous Observations/1. Gaussian Mixture Models with Hidden Markov Models.mp4

16.46MB

6. HMMs for Continuous Observations/1. Gaussian Mixture Models with Hidden Markov Models.vtt

4.92KB

6. HMMs for Continuous Observations/2. Generating Data from a Real-Valued HMM.mp4

14.95MB

6. HMMs for Continuous Observations/2. Generating Data from a Real-Valued HMM.vtt

3.99KB

6. HMMs for Continuous Observations/3. Continuous-Observation HMM in Code (part 1).mp4

46.69MB

6. HMMs for Continuous Observations/3. Continuous-Observation HMM in Code (part 1).vtt

11.3KB

6. HMMs for Continuous Observations/4. Continuous-Observation HMM in Code (part 2).mp4

15.29MB

6. HMMs for Continuous Observations/4. Continuous-Observation HMM in Code (part 2).vtt

2.9KB

6. HMMs for Continuous Observations/5. Continuous HMM in Theano.mp4

45.41MB

6. HMMs for Continuous Observations/5. Continuous HMM in Theano.vtt

10.45KB

6. HMMs for Continuous Observations/6. Continuous HMM in Tensorflow.mp4

22.46MB

6. HMMs for Continuous Observations/6. Continuous HMM in Tensorflow.vtt

10.36KB

7. HMMs for Classification/1. Generative vs. Discriminative Classifiers.mp4

4.12MB

7. HMMs for Classification/1. Generative vs. Discriminative Classifiers.vtt

3.26KB

7. HMMs for Classification/2. HMM Classification on Poetry Data (Robert Frost vs. Edgar Allan Poe).mp4

24.39MB

7. HMMs for Classification/2. HMM Classification on Poetry Data (Robert Frost vs. Edgar Allan Poe).vtt

7.79KB

8. Bonus Example Parts-of-Speech Tagging/1. Parts-of-Speech Tagging Concepts.mp4

8.51MB

8. Bonus Example Parts-of-Speech Tagging/1. Parts-of-Speech Tagging Concepts.vtt

6.34KB

8. Bonus Example Parts-of-Speech Tagging/2. POS Tagging with an HMM.mp4

14.39MB

8. Bonus Example Parts-of-Speech Tagging/2. POS Tagging with an HMM.vtt

4.56KB

9. Basics Review/1. (Review) Gaussian Mixture Models.mp4

4.99MB

9. Basics Review/1. (Review) Gaussian Mixture Models.vtt

3.33KB

9. Basics Review/2. (Review) Theano Tutorial.mp4

19.86MB

9. Basics Review/2. (Review) Theano Tutorial.vtt

7.07KB

9. Basics Review/3. (Review) Tensorflow Tutorial.mp4

13.89MB

9. Basics Review/3. (Review) Tensorflow Tutorial.vtt

5.61KB

[FCS Forum].url

133B

[FreeCourseSite.com].url

127B

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