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Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)

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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
E9CD6AB2F8D7CE194DB3DBC118EB210270D51E33
Source
Unverified
Total Size
1.91 GB
Total Files
100
Seeders
1
Leechers
1
Health
0.50
Score
3
Type
Bookware

File List

FileSize
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/01 - Introduction and Outline/001 Introduction and Outline Why would you want to use an HMM.mp434.15 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/01 - Introduction and Outline/001 Introduction and Outline Why would you want to use an HMM.srt6.46 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/01 - Introduction and Outline/002 Github-Link.url105 B
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/01 - Introduction and Outline/002 Where to get the Code and Data.mp473.24 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/01 - Introduction and Outline/002 Where to get the Code and Data.srt16.94 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/01 - Introduction and Outline/003 How to Succeed in this Course.mp416.22 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/01 - Introduction and Outline/003 How to Succeed in this Course.srt4.43 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/01 - Introduction and Outline/external-links.txt102 B
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/02 - Markov Models/001 The Markov Property.mp432.25 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/02 - Markov Models/001 The Markov Property.srt9.44 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/02 - Markov Models/002 Markov Models.mp445.85 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/02 - Markov Models/002 Markov Models.srt16.5 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/02 - Markov Models/003 Probability Smoothing and Log-Space.mp434.04 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/02 - Markov Models/003 Probability Smoothing and Log-Space.srt10.3 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/02 - Markov Models/004 The Math of Markov Chains.mp458.93 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/02 - Markov Models/004 The Math of Markov Chains.srt19.35 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/03 - Markov Models Example Problems and Applications/001 Example Problem Sick or Healthy.mp45.14 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/03 - Markov Models Example Problems and Applications/001 Example Problem Sick or Healthy.srt4.64 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/03 - Markov Models Example Problems and Applications/002 Example Problem Expected number of continuously sick days.mp44.3 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/03 - Markov Models Example Problems and Applications/002 Example Problem Expected number of continuously sick days.srt3.56 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/03 - Markov Models Example Problems and Applications/003 Example application SEO and Bounce Rate Optimization.mp429.73 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/03 - Markov Models Example Problems and Applications/003 Example application SEO and Bounce Rate Optimization.srt10.21 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/03 - Markov Models Example Problems and Applications/004 Example Application Build a 2nd-order language model and generate phrases.mp429.61 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/03 - Markov Models Example Problems and Applications/004 Example Application Build a 2nd-order language model and generate phrases.srt13.35 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/03 - Markov Models Example Problems and Applications/005 Example Application Google’s PageRank algorithm.mp412.35 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/03 - Markov Models Example Problems and Applications/005 Example Application Google’s PageRank algorithm.srt7 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/03 - Markov Models Example Problems and Applications/006 Suggestion Box.mp427.17 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/03 - Markov Models Example Problems and Applications/006 Suggestion Box.srt4.75 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/001 From Markov Models to Hidden Markov Models.mp411.59 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/001 From Markov Models to Hidden Markov Models.srt8.47 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/002 HMM - Basic Examples.mp415.04 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/002 HMM - Basic Examples.srt10.24 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/003 Parameters of an HMM.mp412.68 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/003 Parameters of an HMM.srt9.1 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/004 The 3 Problems of an HMM.mp410.29 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/004 The 3 Problems of an HMM.srt7.55 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/005 The Forward-Backward Algorithm (part 1).mp426.01 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/005 The Forward-Backward Algorithm (part 1).srt19.96 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/006 The Forward-Backward Algorithm (part 2).mp411.28 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/006 The Forward-Backward Algorithm (part 2).srt8.51 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/007 The Forward-Backward Algorithm (part 3).mp412.06 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/007 The Forward-Backward Algorithm (part 3).srt9.06 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/008 The Viterbi Algorithm (part 1).mp410.5 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/008 The Viterbi Algorithm (part 1).srt7.3 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/009 The Viterbi Algorithm (part 2).mp424.01 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/009 The Viterbi Algorithm (part 2).srt18.13 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/010 HMM Training (part 1).mp48.07 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/010 HMM Training (part 1).srt5.58 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/011 HMM Training (part 2).mp415.92 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/011 HMM Training (part 2).srt11.63 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/012 HMM Training (part 3).mp427.29 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/012 HMM Training (part 3).srt16.1 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/013 HMM Training (part 4).mp421.84 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/013 HMM Training (part 4).srt13.8 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/014 How to Choose the Number of Hidden States.mp413.32 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/014 How to Choose the Number of Hidden States.srt9.25 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/015 Baum-Welch Updates for Multiple Observations.mp48.91 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/015 Baum-Welch Updates for Multiple Observations.srt5.9 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/016 Discrete HMM in Code.mp469.48 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/016 Discrete HMM in Code.srt14.72 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/017 The underflow problem and how to solve it.mp49.47 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/017 The underflow problem and how to solve it.srt6.52 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/018 Discrete HMM Updates in Code with Scaling.mp434.28 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/018 Discrete HMM Updates in Code with Scaling.srt8.55 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/019 Scaled Viterbi Algorithm in Log Space.mp410.93 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/04 - Hidden Markov Models for Discrete Observations/019 Scaled Viterbi Algorithm in Log Space.srt2.62 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/05 - Discrete HMMs Using Deep Learning Libraries/001 Gradient Descent Tutorial.mp415.19 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/05 - Discrete HMMs Using Deep Learning Libraries/001 Gradient Descent Tutorial.srt5.47 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/05 - Discrete HMMs Using Deep Learning Libraries/002 Theano Scan Tutorial.mp433.63 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/05 - Discrete HMMs Using Deep Learning Libraries/002 Theano Scan Tutorial.srt12.22 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/05 - Discrete HMMs Using Deep Learning Libraries/003 Discrete HMM in Theano.mp433.69 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/05 - Discrete HMMs Using Deep Learning Libraries/003 Discrete HMM in Theano.srt8.04 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/05 - Discrete HMMs Using Deep Learning Libraries/004 Improving our Gradient Descent-Based HMM.mp410.08 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/05 - Discrete HMMs Using Deep Learning Libraries/004 Improving our Gradient Descent-Based HMM.srt6.31 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/05 - Discrete HMMs Using Deep Learning Libraries/005 Tensorflow Scan Tutorial.mp441.48 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/05 - Discrete HMMs Using Deep Learning Libraries/005 Tensorflow Scan Tutorial.srt15.03 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/05 - Discrete HMMs Using Deep Learning Libraries/006 Discrete HMM in Tensorflow.mp450.58 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/05 - Discrete HMMs Using Deep Learning Libraries/006 Discrete HMM in Tensorflow.srt8.8 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/06 - HMMs for Continuous Observations/001 Gaussian Mixture Models with Hidden Markov Models.mp47.18 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/06 - HMMs for Continuous Observations/001 Gaussian Mixture Models with Hidden Markov Models.srt5.3 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/06 - HMMs for Continuous Observations/002 Generating Data from a Real-Valued HMM.mp420.95 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/06 - HMMs for Continuous Observations/002 Generating Data from a Real-Valued HMM.srt4.35 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/06 - HMMs for Continuous Observations/003 Continuous-Observation HMM in Code (part 1).mp454.3 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/06 - HMMs for Continuous Observations/003 Continuous-Observation HMM in Code (part 1).srt12.44 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/06 - HMMs for Continuous Observations/004 Continuous-Observation HMM in Code (part 2).mp441.68 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/06 - HMMs for Continuous Observations/004 Continuous-Observation HMM in Code (part 2).srt3.18 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/06 - HMMs for Continuous Observations/005 Continuous HMM in Theano.mp464.28 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/06 - HMMs for Continuous Observations/005 Continuous HMM in Theano.srt11.37 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/06 - HMMs for Continuous Observations/006 Continuous HMM in Tensorflow.mp465.25 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/06 - HMMs for Continuous Observations/006 Continuous HMM in Tensorflow.srt10.71 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/07 - HMMs for Classification/001 Unsupervised or Supervised.mp46.72 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/07 - HMMs for Classification/001 Unsupervised or Supervised.srt3.89 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/07 - HMMs for Classification/002 Generative vs. Discriminative Classifiers.mp45.31 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/07 - HMMs for Classification/002 Generative vs. Discriminative Classifiers.srt3.47 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/07 - HMMs for Classification/003 HMM Classification on Poetry Data (Robert Frost vs. Edgar Allan Poe).mp434.72 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/07 - HMMs for Classification/003 HMM Classification on Poetry Data (Robert Frost vs. Edgar Allan Poe).srt8.4 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/08 - Bonus Example Parts-of-Speech Tagging/001 Parts-of-Speech Tagging Concepts.mp49.69 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/08 - Bonus Example Parts-of-Speech Tagging/001 Parts-of-Speech Tagging Concepts.srt6.78 KB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/08 - Bonus Example Parts-of-Speech Tagging/002 POS Tagging with an HMM.mp415.38 MB
Udemy - Unsupervised Machine Learning Hidden Markov Models in Python (11.2023)/08 - Bonus Example Parts-of-Speech Tagging/002 POS Tagging with an HMM.srt4.93 KB

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