[DesireCourse.Com] Udemy - Unsupervised Machine Learning Hidden Markov Models in Python

• [DesireCourse.Com] Udemy - Unsupervised Machine Learning Hidden Markov Models in Python
• 01 Introduction and Outline/001 Introduction and Outline Why would you want to use an HMM.mp4 6.8 MB
• 01 Introduction and Outline/002 Unsupervised or Supervised.mp4 5.3 MB
• 01 Introduction and Outline/003 Where to get the Code and Data.mp4 2.1 MB
• 01 Introduction and Outline/004 How to Succeed in this Course.mp4 8.8 MB
• 02 Markov Models/005 The Markov Property.mp4 8.3 MB
• 02 Markov Models/006 Markov Models.mp4 8.2 MB
• 02 Markov Models/007 The Math of Markov Chains.mp4 9 MB
• 03 Markov Models Example Problems and Applications/008 Example Problem Sick or Healthy.mp4 5.5 MB
• 03 Markov Models Example Problems and Applications/009 Example Problem Expected number of continuously sick days.mp4 4.6 MB
• 03 Markov Models Example Problems and Applications/010 Example application SEO and Bounce Rate Optimization.mp4 15.8 MB
• 03 Markov Models Example Problems and Applications/011 Example Application Build a 2nd-order language model and generate phrases.mp4 26.9 MB
• 03 Markov Models Example Problems and Applications/012 Example Application Googles PageRank algorithm.mp4 8.7 MB
• 04 Hidden Markov Models for Discrete Observations/013 From Markov Models to Hidden Markov Models.mp4 10.2 MB
• 04 Hidden Markov Models for Discrete Observations/014 HMMs are Doubly Embedded.mp4 3.1 MB
• 04 Hidden Markov Models for Discrete Observations/015 How can we choose the number of hidden states.mp4 7.3 MB
• 04 Hidden Markov Models for Discrete Observations/016 The Forward-Backward Algorithm.mp4 6.8 MB
• 04 Hidden Markov Models for Discrete Observations/017 Visual Intuition for the Forward Algorithm.mp4 6 MB
• 04 Hidden Markov Models for Discrete Observations/018 The Viterbi Algorithm.mp4 5 MB
• 04 Hidden Markov Models for Discrete Observations/019 Visual Intuition for the Viterbi Algorithm.mp4 5.7 MB
• 04 Hidden Markov Models for Discrete Observations/020 The Baum-Welch Algorithm.mp4 4.3 MB
• 04 Hidden Markov Models for Discrete Observations/021 Baum-Welch Explanation and Intuition.mp4 12 MB
• 04 Hidden Markov Models for Discrete Observations/022 Baum-Welch Updates for Multiple Observations.mp4 7.5 MB
• 04 Hidden Markov Models for Discrete Observations/023 Discrete HMM in Code.mp4 47.4 MB
• 04 Hidden Markov Models for Discrete Observations/024 The underflow problem and how to solve it.mp4 7.7 MB
• 04 Hidden Markov Models for Discrete Observations/025 Discrete HMM Updates in Code with Scaling.mp4 29.1 MB
• 04 Hidden Markov Models for Discrete Observations/026 Scaled Viterbi Algorithm in Log Space.mp4 9.2 MB
• 05 Discrete HMMs Using Deep Learning Libraries/027 Gradient Descent Tutorial.mp4 8.4 MB
• 05 Discrete HMMs Using Deep Learning Libraries/028 Theano Scan Tutorial.mp4 23.8 MB
• 05 Discrete HMMs Using Deep Learning Libraries/029 Discrete HMM in Theano.mp4 30.7 MB
• 05 Discrete HMMs Using Deep Learning Libraries/030 Improving our Gradient Descent-Based HMM.mp4 8 MB
• 05 Discrete HMMs Using Deep Learning Libraries/031 Tensorflow Scan Tutorial.mp4 23.1 MB
• 05 Discrete HMMs Using Deep Learning Libraries/032 Discrete HMM in Tensorflow.mp4 16.4 MB
• 06 HMMs for Continuous Observations/033 Gaussian Mixture Models with Hidden Markov Models.mp4 6.3 MB
• 06 HMMs for Continuous Observations/034 Generating Data from a Real-Valued HMM.mp4 14.9 MB
• 06 HMMs for Continuous Observations/035 Continuous-Observation HMM in Code part 1.mp4 46.7 MB
• 06 HMMs for Continuous Observations/036 Continuous-Observation HMM in Code part 2.mp4 15.3 MB
• 06 HMMs for Continuous Observations/037 Continuous HMM in Theano.mp4 45.4 MB
• 06 HMMs for Continuous Observations/038 Continuous HMM in Tensorflow.mp4 22.5 MB
• 07 HMMs for Classification/039 Generative vs. Discriminative Classifiers.mp4 4.1 MB
• 07 HMMs for Classification/040 HMM Classification on Poetry Data Robert Frost vs. Edgar Allan Poe.mp4 24.4 MB
• 08 Bonus Example Parts-of-Speech Tagging/041 Parts-of-Speech Tagging Concepts.mp4 8.5 MB
• 08 Bonus Example Parts-of-Speech Tagging/042 POS Tagging with an HMM.mp4 14.4 MB
• 09 Appendix/043 Review of Gaussian Mixture Models.mp4 5 MB
• 09 Appendix/044 Theano Tutorial.mp4 19.9 MB
• 09 Appendix/045 Tensorflow Tutorial.mp4 13.9 MB
• 09 Appendix/046 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 43.9 MB
• 09 Appendix/047 How to Code by Yourself part 1.mp4 24.5 MB
• 09 Appendix/048 How to Code by Yourself part 2.mp4 14.8 MB
• 09 Appendix/049 BONUS Where to get Udemy coupons and FREE deep learning material.mp4 4 MB
• [DesireCourse.Com].txt 754 B

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