Title	Unsupervised (Unsupervised Machine Learning Hidden Markov Models in Python)
Category	Movies
Size	1.75GB

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[TGx]Downloaded from torrentgalaxy.to .txt	585B
1. (Review) Gaussian Mixture Models.mp4	4.99MB
1. (Review) Gaussian Mixture Models.srt	3.67KB
1. Example Problem Sick or Healthy.mp4	5.54MB
1. Example Problem Sick or Healthy.srt	4.82KB
1. From Markov Models to Hidden Markov Models.mp4	10.17MB
1. From Markov Models to Hidden Markov Models.srt	8.78KB
1. Gaussian Mixture Models with Hidden Markov Models.mp4	16.46MB
1. Gaussian Mixture Models with Hidden Markov Models.srt	5.17KB
1. Generative vs. Discriminative Classifiers.mp4	4.12MB
1. Generative vs. Discriminative Classifiers.srt	3.60KB
1. Gradient Descent Tutorial.mp4	22.82MB
1. Gradient Descent Tutorial.srt	5.50KB
1. How to Code by Yourself (part 1).mp4	24.54MB
1. How to Code by Yourself (part 1).srt	22.75KB
1. How to Succeed in this Course (Long Version).mp4	18.31MB
1. How to Succeed in this Course (Long Version).srt	14.55KB
1. Introduction and Outline Why would you want to use an HMM.mp4	6.78MB
1. Introduction and Outline Why would you want to use an HMM.srt	5.99KB
1. Parts-of-Speech Tagging Concepts.mp4	8.51MB
1. Parts-of-Speech Tagging Concepts.srt	7.04KB
1. The Markov Property.mp4	24.06MB
1. The Markov Property.srt	6.63KB
1. What is the Appendix.mp4	5.45MB
1. What is the Appendix.srt	3.72KB
1. Windows-Focused Environment Setup 2018.mp4	186.33MB
1. Windows-Focused Environment Setup 2018.srt	20.10KB
10. HMM Training (part 1).mp4	20.60MB
10. HMM Training (part 1).srt	5.67KB
11. HMM Training (part 2).mp4	39.98MB
11. HMM Training (part 2).srt	11.74KB
12. HMM Training (part 3).mp4	60.15MB
12. HMM Training (part 3).srt	15.77KB
13. HMM Training (part 4).mp4	55.56MB
13. HMM Training (part 4).srt	14.19KB
14. How to Choose the Number of Hidden States.mp4	33.86MB
14. How to Choose the Number of Hidden States.srt	9.28KB
15. Baum-Welch Updates for Multiple Observations.mp4	7.48MB
15. Baum-Welch Updates for Multiple Observations.srt	5.91KB
16. Discrete HMM in Code.mp4	47.42MB
16. Discrete HMM in Code.srt	15.40KB
17. The underflow problem and how to solve it.mp4	7.65MB
17. The underflow problem and how to solve it.srt	6.42KB
18. Discrete HMM Updates in Code with Scaling.mp4	29.14MB
18. Discrete HMM Updates in Code with Scaling.srt	8.97KB
19. Scaled Viterbi Algorithm in Log Space.mp4	9.23MB
19. Scaled Viterbi Algorithm in Log Space.srt	2.75KB
2. (Review) Theano Tutorial.mp4	19.86MB
2. (Review) Theano Tutorial.srt	7.93KB
2. BONUS Where to get Udemy coupons and FREE deep learning material.mp4	37.83MB
2. BONUS Where to get Udemy coupons and FREE deep learning material.srt	7.87KB
2. Example Problem Expected number of continuously sick days.mp4	4.63MB
2. Example Problem Expected number of continuously sick days.srt	3.71KB
2. Generating Data from a Real-Valued HMM.mp4	14.94MB
2. Generating Data from a Real-Valued HMM.srt	4.57KB
2. HMM - Basic Examples.mp4	42.35MB
2. HMM - Basic Examples.srt	10.08KB
2. HMM Classification on Poetry Data (Robert Frost vs. Edgar Allan Poe).mp4	24.39MB
2. HMM Classification on Poetry Data (Robert Frost vs. Edgar Allan Poe).srt	8.76KB
2. How to Code by Yourself (part 2).mp4	14.80MB
2. How to Code by Yourself (part 2).srt	13.26KB
2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4	43.92MB
2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt	14.48KB
2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4	38.95MB
2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt	31.79KB
2. Markov Models.mp4	32.47MB
2. Markov Models.srt	8.73KB
2. POS Tagging with an HMM.mp4	14.38MB
2. POS Tagging with an HMM.srt	5.16KB
2. Theano Scan Tutorial.mp4	23.76MB
2. Theano Scan Tutorial.srt	12.75KB
2. Unsupervised or Supervised.mp4	5.28MB
2. Unsupervised or Supervised.srt	4.03KB
3. (Review) Tensorflow Tutorial.mp4	13.88MB
3. (Review) Tensorflow Tutorial.srt	5.92KB
3.1 Github Link.html	120B
3. Continuous-Observation HMM in Code (part 1).mp4	46.69MB
3. Continuous-Observation HMM in Code (part 1).srt	13.06KB
3. Discrete HMM in Theano.mp4	30.74MB
3. Discrete HMM in Theano.srt	8.41KB
3. Example application SEO and Bounce Rate Optimization.mp4	15.82MB
3. Example application SEO and Bounce Rate Optimization.srt	10.64KB
3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4	29.32MB
3. Machine Learning and AI Prerequisite Roadmap (pt 1).srt	16.03KB
3. Parameters of an HMM.mp4	31.32MB
3. Parameters of an HMM.srt	8.97KB
3. Proof that using Jupyter Notebook is the same as not using it.mp4	78.27MB
3. Proof that using Jupyter Notebook is the same as not using it.srt	14.12KB
3. The Math of Markov Chains.mp4	23.94MB
3. The Math of Markov Chains.srt	6.81KB
3. Where to get the Code and Data.mp4	2.09MB
3. Where to get the Code and Data.srt	1.71KB
4. Anyone Can Succeed in this Course.mp4	77.88MB
4. Anyone Can Succeed in this Course.srt	17.10KB
4. Continuous-Observation HMM in Code (part 2).mp4	15.28MB
4. Continuous-Observation HMM in Code (part 2).srt	3.35KB
4. Example Application Build a 2nd-order language model and generate phrases.mp4	26.93MB
4. Example Application Build a 2nd-order language model and generate phrases.srt	13.91KB
4. Improving our Gradient Descent-Based HMM.mp4	25.95MB
4. Improving our Gradient Descent-Based HMM.srt	6.36KB
4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4	37.62MB
4. Machine Learning and AI Prerequisite Roadmap (pt 2).srt	23.04KB
4. Python 2 vs Python 3.mp4	7.83MB
4. Python 2 vs Python 3.srt	6.10KB
4. The 3 Problems of an HMM.mp4	28.03MB
4. The 3 Problems of an HMM.srt	7.54KB
5. Continuous HMM in Theano.mp4	45.41MB
5. Continuous HMM in Theano.srt	11.88KB
5. Example Application Google’s PageRank algorithm.mp4	8.72MB
5. Example Application Google’s PageRank algorithm.srt	7.28KB
5. Tensorflow Scan Tutorial.mp4	23.07MB
5. Tensorflow Scan Tutorial.srt	14.92KB
5. The Forward-Backward Algorithm (part 1).mp4	65.13MB
5. The Forward-Backward Algorithm (part 1).srt	20.17KB
6. Continuous HMM in Tensorflow.mp4	22.45MB
6. Continuous HMM in Tensorflow.srt	10.85KB
6. Discrete HMM in Tensorflow.mp4	16.44MB
6. Discrete HMM in Tensorflow.srt	8.89KB
6. Suggestion Box.mp4	16.12MB
6. Suggestion Box.srt	4.70KB
6. The Forward-Backward Algorithm (part 2).mp4	27.56MB
6. The Forward-Backward Algorithm (part 2).srt	8.20KB
7. The Forward-Backward Algorithm (part 3).mp4	25.97MB
7. The Forward-Backward Algorithm (part 3).srt	9.20KB
8. The Viterbi Algorithm (part 1).mp4	27.55MB
8. The Viterbi Algorithm (part 1).srt	7.40KB
9. The Viterbi Algorithm (part 2).mp4	59.34MB
9. The Viterbi Algorithm (part 2).srt	17.62KB
TutsNode.com.txt	63B

Cluster Analysis and Unsupervised Machine Learning in Python	1.90GB
A deep understanding of deep learning (with Python intro)	21.34GB
TensorFlow 2.0 Computer Vision Cookbook	8.08MB
Human-in-the-Loop Machine Learning - Active learning and annotation for human-centered AI	19.82MB
Dinov I. Data Science. Time Complexity,...Analytics 2022	7.68MB
Deep Learning A-Z™ Hands-On Artificial Neural Networks	2.85GB
[CN] Python Foundation with Data Structures & Algorithms	26.13GB
[FreeCourseLab.com] Udemy - Data Structure & Algorithm using C++ Zero To Mastery 2021	23.61GB
Hyperparameter Optimization for Machine Learning	2.92GB
Deployment of Machine Learning Models in Production Python	4.08GB

Germany (DE)	3
Poland (PL)	1
Guatemala (GT)	1
Thailand (TH)	1
India (IN)	1
Ukraine (UA)	1
United States (US)	1
Total	9
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