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[Tutorialsplanet.NET] Udemy - Unsupervised Machine Learning Hidden Markov Models in Python

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Tutorialsplanet NET 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.srt

5.99KB

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

5.27MB

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

4.03KB

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.srt

1.91KB

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.srt

4.22KB

10. Setting Up Your Environment/1. Windows-Focused Environment Setup 2018.mp4

186.34MB

10. Setting Up Your Environment/1. Windows-Focused Environment Setup 2018.srt

21.36KB

10. Setting Up Your Environment/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4

43.92MB

10. Setting Up Your Environment/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt

15.47KB

11. Extra Help With Python Coding for Beginners/1. How to Code by Yourself (part 1).mp4

24.53MB

11. Extra Help With Python Coding for Beginners/1. How to Code by Yourself (part 1).srt

24.3KB

11. Extra Help With Python Coding for Beginners/2. How to Code by Yourself (part 2).mp4

14.81MB

11. Extra Help With Python Coding for Beginners/2. How to Code by Yourself (part 2).srt

14.05KB

11. Extra Help With Python Coding for Beginners/3. Proof that using Jupyter Notebook is the same as not using it.mp4

78.28MB

11. Extra Help With Python Coding for Beginners/3. Proof that using Jupyter Notebook is the same as not using it.srt

15.08KB

11. Extra Help With Python Coding for Beginners/4. Python 2 vs Python 3.mp4

7.84MB

11. Extra Help With Python Coding for Beginners/4. Python 2 vs Python 3.srt

6.65KB

12/1. How to Succeed in this Course (Long Version).mp4

18.32MB

12/1. How to Succeed in this Course (Long Version).srt

15.47KB

12/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4

38.96MB

12/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt

33.92KB

12/3. What order should I take your courses in (part 1).mp4

29.33MB

12/3. What order should I take your courses in (part 1).srt

17.09KB

12/4. What order should I take your courses in (part 2).mp4

37.63MB

12/4. What order should I take your courses in (part 2).srt

25.1KB

13. Appendix FAQ/1. What is the Appendix.mp4

5.45MB

13. Appendix FAQ/1. What is the Appendix.srt

3.82KB

13. Appendix FAQ/2. BONUS Where to get Udemy coupons and FREE deep learning material.mp4

37.83MB

13. Appendix FAQ/2. BONUS Where to get Udemy coupons and FREE deep learning material.srt

8.24KB

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

24.07MB

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

6.96KB

2. Markov Models/2. Markov Models.mp4

32.48MB

2. Markov Models/2. Markov Models.srt

9.26KB

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

23.94MB

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

7.35KB

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.srt

4.82KB

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.srt

3.71KB

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.srt

10.64KB

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

26.94MB

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

13.91KB

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.srt

7.28KB

3. Markov Models Example Problems and Applications/6. Suggestion Box.mp4

16.12MB

3. Markov Models Example Problems and Applications/6. Suggestion Box.srt

4.97KB

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

10.18MB

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

8.78KB

4. Hidden Markov Models for Discrete Observations/10. HMM Training (part 1).mp4

20.61MB

4. Hidden Markov Models for Discrete Observations/10. HMM Training (part 1).srt

6.13KB

4. Hidden Markov Models for Discrete Observations/11. HMM Training (part 2).mp4

39.98MB

4. Hidden Markov Models for Discrete Observations/11. HMM Training (part 2).srt

12.55KB

4. Hidden Markov Models for Discrete Observations/12. HMM Training (part 3).mp4

60.16MB

4. Hidden Markov Models for Discrete Observations/12. HMM Training (part 3).srt

16.51KB

4. Hidden Markov Models for Discrete Observations/13. HMM Training (part 4).mp4

55.57MB

4. Hidden Markov Models for Discrete Observations/13. HMM Training (part 4).srt

14.82KB

4. Hidden Markov Models for Discrete Observations/14. How to Choose the Number of Hidden States.mp4

33.87MB

4. Hidden Markov Models for Discrete Observations/14. How to Choose the Number of Hidden States.srt

9.97KB

4. Hidden Markov Models for Discrete Observations/15. Baum-Welch Updates for Multiple Observations.mp4

7.49MB

4. Hidden Markov Models for Discrete Observations/15. Baum-Welch Updates for Multiple Observations.srt

6.31KB

4. Hidden Markov Models for Discrete Observations/16. Discrete HMM in Code.mp4

47.42MB

4. Hidden Markov Models for Discrete Observations/16. Discrete HMM in Code.srt

15.4KB

4. Hidden Markov Models for Discrete Observations/17. The underflow problem and how to solve it.mp4

7.66MB

4. Hidden Markov Models for Discrete Observations/17. The underflow problem and how to solve it.srt

6.92KB

4. Hidden Markov Models for Discrete Observations/18. Discrete HMM Updates in Code with Scaling.mp4

29.14MB

4. Hidden Markov Models for Discrete Observations/18. Discrete HMM Updates in Code with Scaling.srt

8.97KB

4. Hidden Markov Models for Discrete Observations/19. Scaled Viterbi Algorithm in Log Space.mp4

9.23MB

4. Hidden Markov Models for Discrete Observations/19. Scaled Viterbi Algorithm in Log Space.srt

2.75KB

4. Hidden Markov Models for Discrete Observations/2. HMM - Basic Examples.mp4

42.36MB

4. Hidden Markov Models for Discrete Observations/2. HMM - Basic Examples.srt

10.75KB

4. Hidden Markov Models for Discrete Observations/3. Parameters of an HMM.mp4

31.32MB

4. Hidden Markov Models for Discrete Observations/3. Parameters of an HMM.srt

9.39KB

4. Hidden Markov Models for Discrete Observations/4. The 3 Problems of an HMM.mp4

28.04MB

4. Hidden Markov Models for Discrete Observations/4. The 3 Problems of an HMM.srt

8.11KB

4. Hidden Markov Models for Discrete Observations/5. The Forward-Backward Algorithm (part 1).mp4

65.14MB

4. Hidden Markov Models for Discrete Observations/5. The Forward-Backward Algorithm (part 1).srt

21.31KB

4. Hidden Markov Models for Discrete Observations/6. The Forward-Backward Algorithm (part 2).mp4

27.57MB

4. Hidden Markov Models for Discrete Observations/6. The Forward-Backward Algorithm (part 2).srt

8.64KB

4. Hidden Markov Models for Discrete Observations/7. The Forward-Backward Algorithm (part 3).mp4

25.98MB

4. Hidden Markov Models for Discrete Observations/7. The Forward-Backward Algorithm (part 3).srt

9.6KB

4. Hidden Markov Models for Discrete Observations/8. The Viterbi Algorithm (part 1).mp4

27.55MB

4. Hidden Markov Models for Discrete Observations/8. The Viterbi Algorithm (part 1).srt

7.67KB

4. Hidden Markov Models for Discrete Observations/9. The Viterbi Algorithm (part 2).mp4

59.34MB

4. Hidden Markov Models for Discrete Observations/9. The Viterbi Algorithm (part 2).srt

18.49KB

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.srt

5.9KB

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

23.77MB

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

12.75KB

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.srt

8.41KB

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

25.96MB

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

6.69KB

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

23.08MB

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

15.9KB

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

16.45MB

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

9.5KB

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

16.47MB

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

5.52KB

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.srt

4.57KB

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

46.7MB

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

13.06KB

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

15.28MB

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

3.35KB

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

45.41MB

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

11.88KB

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

22.45MB

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

11.67KB

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

4.12MB

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

3.6KB

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

24.4MB

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

8.76KB

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.srt

7.04KB

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

14.38MB

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

5.16KB

9. Theano, Tensorflow, and Machine Learning Basics Review/1. (Review) Gaussian Mixture Models.mp4

4.99MB

9. Theano, Tensorflow, and Machine Learning Basics Review/1. (Review) Gaussian Mixture Models.srt

3.67KB

9. Theano, Tensorflow, and Machine Learning Basics Review/2. (Review) Theano Tutorial.mp4

19.87MB

9. Theano, Tensorflow, and Machine Learning Basics Review/2. (Review) Theano Tutorial.srt

7.93KB

9. Theano, Tensorflow, and Machine Learning Basics Review/3. (Review) Tensorflow Tutorial.mp4

13.88MB

9. Theano, Tensorflow, and Machine Learning Basics Review/3. (Review) Tensorflow Tutorial.srt

6.44KB

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