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Unsupervised Machine Learning Hidden Markov Models in Python

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视频 2021-8-4 20:37 2024-11-7 05:46 202 1.75 GB 63
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Unsupervised Machine Learning Hidden Markov Models in Python

文件列表
  1. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/10. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.mp4186.33MB
  2. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/1. Introduction and Outline/1. Introduction and Outline Why would you want to use an HMM.mp46.78MB
  3. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/1. Introduction and Outline/2. Unsupervised or Supervised.mp45.28MB
  4. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/1. Introduction and Outline/3. Where to get the Code and Data.mp42.09MB
  5. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/1. Introduction and Outline/4. Anyone Can Succeed in this Course.mp477.88MB
  6. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/2. Markov Models/1. The Markov Property.mp424.06MB
  7. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/2. Markov Models/2. Markov Models.mp432.47MB
  8. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/2. Markov Models/3. The Math of Markov Chains.mp423.94MB
  9. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/3. Markov Models Example Problems and Applications/1. Example Problem Sick or Healthy.mp45.54MB
  10. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/3. Markov Models Example Problems and Applications/2. Example Problem Expected number of continuously sick days.mp44.63MB
  11. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/3. Markov Models Example Problems and Applications/3. Example application SEO and Bounce Rate Optimization.mp415.82MB
  12. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/3. Markov Models Example Problems and Applications/4. Example Application Build a 2nd-order language model and generate phrases.mp426.93MB
  13. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/3. Markov Models Example Problems and Applications/5. Example Application Google’s PageRank algorithm.mp48.72MB
  14. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/3. Markov Models Example Problems and Applications/6. Suggestion Box.mp416.12MB
  15. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/4. Hidden Markov Models for Discrete Observations/1. From Markov Models to Hidden Markov Models.mp410.17MB
  16. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/4. Hidden Markov Models for Discrete Observations/2. HMM - Basic Examples.mp442.35MB
  17. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/4. Hidden Markov Models for Discrete Observations/3. Parameters of an HMM.mp431.32MB
  18. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/4. Hidden Markov Models for Discrete Observations/4. The 3 Problems of an HMM.mp428.03MB
  19. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/4. Hidden Markov Models for Discrete Observations/5. The Forward-Backward Algorithm (part 1).mp465.13MB
  20. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/4. Hidden Markov Models for Discrete Observations/6. The Forward-Backward Algorithm (part 2).mp427.56MB
  21. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/4. Hidden Markov Models for Discrete Observations/7. The Forward-Backward Algorithm (part 3).mp425.97MB
  22. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/4. Hidden Markov Models for Discrete Observations/8. The Viterbi Algorithm (part 1).mp427.55MB
  23. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/4. Hidden Markov Models for Discrete Observations/9. The Viterbi Algorithm (part 2).mp459.34MB
  24. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/4. Hidden Markov Models for Discrete Observations/10. HMM Training (part 1).mp420.6MB
  25. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/4. Hidden Markov Models for Discrete Observations/11. HMM Training (part 2).mp439.98MB
  26. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/4. Hidden Markov Models for Discrete Observations/12. HMM Training (part 3).mp460.15MB
  27. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/4. Hidden Markov Models for Discrete Observations/13. HMM Training (part 4).mp455.56MB
  28. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/4. Hidden Markov Models for Discrete Observations/14. How to Choose the Number of Hidden States.mp433.86MB
  29. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/4. Hidden Markov Models for Discrete Observations/15. Baum-Welch Updates for Multiple Observations.mp47.48MB
  30. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/4. Hidden Markov Models for Discrete Observations/16. Discrete HMM in Code.mp447.42MB
  31. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/4. Hidden Markov Models for Discrete Observations/17. The underflow problem and how to solve it.mp47.65MB
  32. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/4. Hidden Markov Models for Discrete Observations/18. Discrete HMM Updates in Code with Scaling.mp429.14MB
  33. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/4. Hidden Markov Models for Discrete Observations/19. Scaled Viterbi Algorithm in Log Space.mp49.23MB
  34. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/5. Discrete HMMs Using Deep Learning Libraries/1. Gradient Descent Tutorial.mp422.82MB
  35. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/5. Discrete HMMs Using Deep Learning Libraries/2. Theano Scan Tutorial.mp423.76MB
  36. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/5. Discrete HMMs Using Deep Learning Libraries/3. Discrete HMM in Theano.mp430.74MB
  37. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/5. Discrete HMMs Using Deep Learning Libraries/4. Improving our Gradient Descent-Based HMM.mp425.95MB
  38. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/5. Discrete HMMs Using Deep Learning Libraries/5. Tensorflow Scan Tutorial.mp423.07MB
  39. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/5. Discrete HMMs Using Deep Learning Libraries/6. Discrete HMM in Tensorflow.mp416.44MB
  40. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/6. HMMs for Continuous Observations/1. Gaussian Mixture Models with Hidden Markov Models.mp416.46MB
  41. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/6. HMMs for Continuous Observations/2. Generating Data from a Real-Valued HMM.mp414.94MB
  42. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/6. HMMs for Continuous Observations/3. Continuous-Observation HMM in Code (part 1).mp446.69MB
  43. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/6. HMMs for Continuous Observations/4. Continuous-Observation HMM in Code (part 2).mp415.28MB
  44. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/6. HMMs for Continuous Observations/5. Continuous HMM in Theano.mp445.41MB
  45. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/6. HMMs for Continuous Observations/6. Continuous HMM in Tensorflow.mp422.45MB
  46. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/7. HMMs for Classification/1. Generative vs. Discriminative Classifiers.mp44.12MB
  47. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/7. HMMs for Classification/2. HMM Classification on Poetry Data (Robert Frost vs. Edgar Allan Poe).mp424.39MB
  48. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/8. Bonus Example Parts-of-Speech Tagging/1. Parts-of-Speech Tagging Concepts.mp48.51MB
  49. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/8. Bonus Example Parts-of-Speech Tagging/2. POS Tagging with an HMM.mp414.38MB
  50. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/9. Theano, Tensorflow, and Machine Learning Basics Review/1. (Review) Gaussian Mixture Models.mp44.99MB
  51. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/9. Theano, Tensorflow, and Machine Learning Basics Review/2. (Review) Theano Tutorial.mp419.86MB
  52. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/9. Theano, Tensorflow, and Machine Learning Basics Review/3. (Review) Tensorflow Tutorial.mp413.88MB
  53. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/10. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp443.92MB
  54. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/11. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code by Yourself (part 1).mp424.54MB
  55. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/11. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code by Yourself (part 2).mp414.8MB
  56. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/11. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. Proof that using Jupyter Notebook is the same as not using it.mp478.27MB
  57. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/11. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. Python 2 vs Python 3.mp47.83MB
  58. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/12. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version).mp418.31MB
  59. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/12. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp438.95MB
  60. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/12. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp429.32MB
  61. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/12. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp437.62MB
  62. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/13. Appendix FAQ Finale/1. What is the Appendix.mp45.45MB
  63. [TutsNode.com] - Unsupervised Machine Learning Hidden Markov Models in Python/13. Appendix FAQ Finale/2. BONUS Where to get Udemy coupons and FREE deep learning material.mp437.83MB
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