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1. (Review) Gaussian Mixture Models.mp4
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MP4
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5 MB
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1. (Review) Gaussian Mixture Models.vtt
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VTT
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3.3 KB
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1. Example Problem Sick or Healthy.mp4
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MP4
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5.5 MB
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1. Example Problem Sick or Healthy.vtt
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VTT
|
4.3 KB
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1. From Markov Models to Hidden Markov Models.mp4
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MP4
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10.2 MB
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1. From Markov Models to Hidden Markov Models.vtt
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VTT
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7.9 KB
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1. Gaussian Mixture Models with Hidden Markov Models.mp4
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MP4
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16.5 MB
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1. Gaussian Mixture Models with Hidden Markov Models.vtt
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VTT
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4.9 KB
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1. Generative vs. Discriminative Classifiers.mp4
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MP4
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4.1 MB
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1. Generative vs. Discriminative Classifiers.vtt
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VTT
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3.3 KB
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1. Gradient Descent Tutorial.mp4
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MP4
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22.8 MB
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1. Gradient Descent Tutorial.vtt
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VTT
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5.2 KB
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1. Introduction and Outline Why would you want to use an HMM.mp4
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MP4
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6.8 MB
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1. Introduction and Outline Why would you want to use an HMM.vtt
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VTT
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5.4 KB
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1. Parts-of-Speech Tagging Concepts.mp4
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MP4
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8.5 MB
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1. Parts-of-Speech Tagging Concepts.vtt
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VTT
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6.3 KB
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1. The Markov Property.mp4
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MP4
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8.3 MB
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1. The Markov Property.vtt
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VTT
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6.2 KB
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1. What is the Appendix.mp4
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MP4
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5.5 MB
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1. What is the Appendix.vtt
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VTT
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3.4 KB
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10. Baum-Welch Updates for Multiple Observations.mp4
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MP4
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7.5 MB
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10. Baum-Welch Updates for Multiple Observations.vtt
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VTT
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5.6 KB
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10. What order should I take your courses in (part 1).mp4
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MP4
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29.3 MB
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10. What order should I take your courses in (part 1).vtt
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VTT
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15.2 KB
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11. Discrete HMM in Code.mp4
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MP4
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47.4 MB
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11. Discrete HMM in Code.vtt
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VTT
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13.5 KB
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11. What order should I take your courses in (part 2).mp4
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MP4
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37.6 MB
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11. What order should I take your courses in (part 2).vtt
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VTT
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22.3 KB
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12. BONUS Where to get Udemy coupons and FREE deep learning material.mp4
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MP4
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4 MB
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12. BONUS Where to get Udemy coupons and FREE deep learning material.vtt
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VTT
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3.3 KB
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12. The underflow problem and how to solve it.mp4
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MP4
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7.7 MB
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12. The underflow problem and how to solve it.vtt
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VTT
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6.1 KB
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13. Discrete HMM Updates in Code with Scaling.mp4
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MP4
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29.1 MB
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13. Discrete HMM Updates in Code with Scaling.vtt
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VTT
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7.8 KB
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14. Scaled Viterbi Algorithm in Log Space.mp4
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MP4
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9.2 MB
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14. Scaled Viterbi Algorithm in Log Space.vtt
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VTT
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2.4 KB
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2. (Review) Theano Tutorial.mp4
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MP4
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19.9 MB
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2. (Review) Theano Tutorial.vtt
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VTT
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7.1 KB
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2. Example Problem Expected number of continuously sick days.mp4
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MP4
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4.6 MB
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2. Example Problem Expected number of continuously sick days.vtt
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VTT
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3.3 KB
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2. Generating Data from a Real-Valued HMM.mp4
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MP4
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14.9 MB
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2. Generating Data from a Real-Valued HMM.vtt
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VTT
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4 KB
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2. HMM Classification on Poetry Data (Robert Frost vs. Edgar Allan Poe).mp4
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MP4
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24.4 MB
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2. HMM Classification on Poetry Data (Robert Frost vs. Edgar Allan Poe).vtt
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VTT
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7.8 KB
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2. HMMs are Doubly Embedded.mp4
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MP4
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1.5 MB
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2. HMMs are Doubly Embedded.vtt
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VTT
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2.6 KB
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2. Markov Models.mp4
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MP4
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8.2 MB
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2. Markov Models.vtt
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VTT
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5.9 KB
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2. POS Tagging with an HMM.mp4
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MP4
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14.4 MB
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2. POS Tagging with an HMM.vtt
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VTT
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4.6 KB
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2. Theano Scan Tutorial.mp4
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MP4
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23.8 MB
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2. Theano Scan Tutorial.vtt
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VTT
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11.3 KB
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2. Unsupervised or Supervised.mp4
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MP4
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5.3 MB
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2. Unsupervised or Supervised.vtt
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VTT
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3.7 KB
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2. Windows-Focused Environment Setup 2018.mp4
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MP4
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186.3 MB
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2. Windows-Focused Environment Setup 2018.vtt
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VTT
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18.7 KB
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3. (Review) Tensorflow Tutorial.mp4
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MP4
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13.9 MB
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3. (Review) Tensorflow Tutorial.vtt
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VTT
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5.6 KB
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3. Continuous-Observation HMM in Code (part 1).mp4
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MP4
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46.7 MB
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3. Continuous-Observation HMM in Code (part 1).vtt
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VTT
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11.3 KB
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3. Discrete HMM in Theano.mp4
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MP4
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30.7 MB
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3. Discrete HMM in Theano.vtt
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VTT
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7.4 KB
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3. Example application SEO and Bounce Rate Optimization.mp4
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MP4
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15.8 MB
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3. Example application SEO and Bounce Rate Optimization.vtt
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VTT
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9.5 KB
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3. How can we choose the number of hidden states.mp4
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MP4
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7.3 MB
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3. How can we choose the number of hidden states.vtt
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VTT
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5.6 KB
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3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
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MP4
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43.9 MB
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3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt
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VTT
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13.4 KB
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3. The Math of Markov Chains.mp4
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MP4
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9 MB
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3. The Math of Markov Chains.vtt
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VTT
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6.7 KB
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3. Where to get the Code and Data.mp4
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MP4
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2.1 MB
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3. Where to get the Code and Data.vtt
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VTT
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1.7 KB
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4. Continuous-Observation HMM in Code (part 2).mp4
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MP4
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15.3 MB
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4. Continuous-Observation HMM in Code (part 2).vtt
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VTT
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2.9 KB
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4. Example Application Build a 2nd-order language model and generate phrases.mp4
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MP4
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26.9 MB
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|
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4. Example Application Build a 2nd-order language model and generate phrases.vtt
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VTT
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12.3 KB
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4. How to Code by Yourself (part 1).mp4
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MP4
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24.5 MB
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|
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4. How to Code by Yourself (part 1).vtt
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VTT
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21.3 KB
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4. How to Succeed in this Course.mp4
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MP4
|
3.3 MB
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|
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4. How to Succeed in this Course.vtt
|
VTT
|
3.7 KB
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4. Improving our Gradient Descent-Based HMM.mp4
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MP4
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25.9 MB
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|
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4. Improving our Gradient Descent-Based HMM.vtt
|
VTT
|
5.9 KB
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4. The Forward-Backward Algorithm.mp4
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MP4
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22.4 MB
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|
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4. The Forward-Backward Algorithm.vtt
|
VTT
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5.2 KB
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5. Continuous HMM in Theano.mp4
|
MP4
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45.4 MB
|
|
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5. Continuous HMM in Theano.vtt
|
VTT
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10.4 KB
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|
|
5. Example Application Google’s PageRank algorithm.mp4
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MP4
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8.7 MB
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|
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5. Example Application Google’s PageRank algorithm.vtt
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VTT
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6.5 KB
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|
|
5. How to Code by Yourself (part 2).mp4
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MP4
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14.8 MB
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|
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5. How to Code by Yourself (part 2).vtt
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VTT
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12.4 KB
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|
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5. Tensorflow Scan Tutorial.mp4
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MP4
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23.1 MB
|
|
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5. Tensorflow Scan Tutorial.vtt
|
VTT
|
14 KB
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5. Visual Intuition for the Forward Algorithm.mp4
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MP4
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6 MB
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|
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5. Visual Intuition for the Forward Algorithm.vtt
|
VTT
|
4.5 KB
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|
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6. Continuous HMM in Tensorflow.mp4
|
MP4
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22.5 MB
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|
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6. Continuous HMM in Tensorflow.vtt
|
VTT
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10.4 KB
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6. Discrete HMM in Tensorflow.mp4
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MP4
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16.4 MB
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|
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6. Discrete HMM in Tensorflow.vtt
|
VTT
|
8.4 KB
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|
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6. How to Succeed in this Course (Long Version).mp4
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MP4
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18.3 MB
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|
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6. How to Succeed in this Course (Long Version).vtt
|
VTT
|
13.7 KB
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6. The Viterbi Algorithm.mp4
|
MP4
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5 MB
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|
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6. The Viterbi Algorithm.vtt
|
VTT
|
3.5 KB
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7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
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MP4
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39 MB
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7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt
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VTT
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29.9 KB
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|
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7. Visual Intuition for the Viterbi Algorithm.mp4
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MP4
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15.7 MB
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|
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7. Visual Intuition for the Viterbi Algorithm.vtt
|
VTT
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3.9 KB
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8. Proof that using Jupyter Notebook is the same as not using it.mp4
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MP4
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78.3 MB
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|
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8. Proof that using Jupyter Notebook is the same as not using it.vtt
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VTT
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13.2 KB
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8. The Baum-Welch Algorithm.mp4
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MP4
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4.3 MB
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|
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8. The Baum-Welch Algorithm.vtt
|
VTT
|
3 KB
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9. Baum-Welch Explanation and Intuition.mp4
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MP4
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12 MB
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|
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9. Baum-Welch Explanation and Intuition.vtt
|
VTT
|
8.1 KB
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|
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9. Python 2 vs Python 3.mp4
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MP4
|
7.8 MB
|
|
|
9. Python 2 vs Python 3.vtt
|
VTT
|
5.9 KB
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Readme.txt
|
TXT
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921.6 B
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|
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[GigaCourse.com].url
|
URL
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0 B
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![Udemy - Unsupervised Machine Learning Hidden Markov Models in Python [GC]](/static/img/no-torrent-image.png "Udemy - Unsupervised Machine Learning Hidden Markov Models in Python [GC]")
