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04 Hidden Markov Models for Discrete Observations/023 Discrete HMM in Code.mp4 49.7 MB
06 HMMs for Continuous Observations/035 Continuous-Observation HMM in Code part 1.mp4 49.0 MB
06 HMMs for Continuous Observations/037 Continuous HMM in Theano.mp4 47.6 MB
09 Appendix/046 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 46.0 MB
05 Discrete HMMs Using Deep Learning Libraries/029 Discrete HMM in Theano.mp4 32.2 MB
04 Hidden Markov Models for Discrete Observations/025 Discrete HMM Updates in Code with Scaling.mp4 30.6 MB
03 Markov Models Example Problems and Applications/011 Example Application Build a 2nd-order language model and generate phrases.mp4 28.2 MB
09 Appendix/047 How to Code by Yourself part 1.mp4 25.7 MB
07 HMMs for Classification/040 HMM Classification on Poetry Data Robert Frost vs. Edgar Allan Poe.mp4 25.6 MB
05 Discrete HMMs Using Deep Learning Libraries/028 Theano Scan Tutorial.mp4 24.9 MB
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06 HMMs for Continuous Observations/038 Continuous HMM in Tensorflow.mp4 23.5 MB
09 Appendix/044 Theano Tutorial.mp4 20.8 MB
05 Discrete HMMs Using Deep Learning Libraries/032 Discrete HMM in Tensorflow.mp4 17.2 MB
03 Markov Models Example Problems and Applications/010 Example application SEO and Bounce Rate Optimization.mp4 16.6 MB
06 HMMs for Continuous Observations/036 Continuous-Observation HMM in Code part 2.mp4 16.0 MB
06 HMMs for Continuous Observations/034 Generating Data from a Real-Valued HMM.mp4 15.7 MB
09 Appendix/048 How to Code by Yourself part 2.mp4 15.5 MB
08 Bonus Example Parts-of-Speech Tagging/042 POS Tagging with an HMM.mp4 15.1 MB
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04 Hidden Markov Models for Discrete Observations/013 From Markov Models to Hidden Markov Models.mp4 10.7 MB
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04 Hidden Markov Models for Discrete Observations/016 The Forward-Backward Algorithm.mp4 7.1 MB
04 Hidden Markov Models for Discrete Observations/017 Visual Intuition for the Forward Algorithm.mp4 6.3 MB
04 Hidden Markov Models for Discrete Observations/018 The Viterbi Algorithm.mp4 5.3 MB
04 Hidden Markov Models for Discrete Observations/019 Visual Intuition for the Viterbi Algorithm.mp4 6.0 MB
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