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