Download Udemy - Unsupervised Machine Learning Hidden Markov Models in Python Torrent

Torrent Contents Size: 710.4 MB

Udemy - Unsupervised Machine Learning Hidden Markov Models in Python

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001 Introduction and Outline Why would you want to use an HMM.mp4	MP4	6.8 MB
002 Unsupervised or Supervised.mp4	MP4	5.3 MB
003 Where to get the Code and Data.mp4	MP4	2.1 MB
004 How to Succeed in this Course.mp4	MP4	8.8 MB
005 The Markov Property.mp4	MP4	8.3 MB
006 Markov Models.mp4	MP4	8.2 MB
007 The Math of Markov Chains.mp4	MP4	9 MB
008 Example Problem Sick or Healthy.mp4	MP4	5.5 MB
009 Example Problem Expected number of continuously sick days.mp4	MP4	4.6 MB
010 Example application SEO and Bounce Rate Optimization.mp4	MP4	15.8 MB
011 Example Application Build a 2nd-order language model and generate phrases.mp4	MP4	26.9 MB
012 Example Application Googles PageRank algorithm.mp4	MP4	8.7 MB
013 From Markov Models to Hidden Markov Models.mp4	MP4	10.2 MB
014 HMMs are Doubly Embedded.mp4	MP4	3.1 MB
015 How can we choose the number of hidden states.mp4	MP4	7.3 MB
016 The Forward-Backward Algorithm.mp4	MP4	6.8 MB
017 Visual Intuition for the Forward Algorithm.mp4	MP4	6 MB
018 The Viterbi Algorithm.mp4	MP4	5 MB
019 Visual Intuition for the Viterbi Algorithm.mp4	MP4	5.7 MB
020 The Baum-Welch Algorithm.mp4	MP4	4.3 MB
021 Baum-Welch Explanation and Intuition.mp4	MP4	12 MB
022 Baum-Welch Updates for Multiple Observations.mp4	MP4	7.5 MB
023 Discrete HMM in Code.mp4	MP4	47.4 MB
024 The underflow problem and how to solve it.mp4	MP4	7.7 MB
025 Discrete HMM Updates in Code with Scaling.mp4	MP4	29.1 MB
026 Scaled Viterbi Algorithm in Log Space.mp4	MP4	9.2 MB
027 Gradient Descent Tutorial.mp4	MP4	8.4 MB
028 Theano Scan Tutorial.mp4	MP4	23.8 MB
029 Discrete HMM in Theano.mp4	MP4	30.7 MB
030 Improving our Gradient Descent-Based HMM.mp4	MP4	8 MB
031 Tensorflow Scan Tutorial.mp4	MP4	23.1 MB
032 Discrete HMM in Tensorflow.mp4	MP4	16.4 MB
033 Gaussian Mixture Models with Hidden Markov Models.mp4	MP4	6.3 MB
034 Generating Data from a Real-Valued HMM.mp4	MP4	14.9 MB
035 Continuous-Observation HMM in Code part 1.mp4	MP4	46.7 MB
036 Continuous-Observation HMM in Code part 2.mp4	MP4	15.3 MB
037 Continuous HMM in Theano.mp4	MP4	45.4 MB
038 Continuous HMM in Tensorflow.mp4	MP4	22.5 MB
039 Generative vs. Discriminative Classifiers.mp4	MP4	4.1 MB
040 HMM Classification on Poetry Data Robert Frost vs. Edgar Allan Poe.mp4	MP4	24.4 MB
041 Parts-of-Speech Tagging Concepts.mp4	MP4	8.5 MB
042 POS Tagging with an HMM.mp4	MP4	14.4 MB
043 Review of Gaussian Mixture Models.mp4	MP4	5 MB
044 Theano Tutorial.mp4	MP4	19.9 MB
045 Tensorflow Tutorial.mp4	MP4	13.9 MB
046 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4	MP4	43.9 MB
047 How to Code by Yourself part 1.mp4	MP4	24.5 MB
048 How to Code by Yourself part 2.mp4	MP4	14.8 MB
049 BONUS Where to get Udemy coupons and FREE deep learning material.mp4	MP4	4 MB
[DesireCourse.Com].txt	TXT	716.8 B
[DesireCourse.Com].url	URL	0 B

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Udemy - Unsupervised Machine Learning Hidden Markov Models in Python

Torrent Contents Size: 710.4 MB

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