Course modules

Course Information

Course Information
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Course Information 36910    
  • Course Overview Page
    Course Overview Course Overview
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  • 207_05_01_Rajchka_Using-Python-for-machine-learning-2015.pdf Attachment
    207_05_01_Rajchka_Using-Python-for-machine-learning-2015.pdf 207_05_01_Rajchka_Using-Python-for-machine-learning-2015.pdf
    Score at least   Must score at least   to complete this module item Scored at least   Module item has been completed by scoring at least   View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
  • [2] Book Deep Learning with Python.pdf Attachment
    [2] Book Deep Learning with Python.pdf [2] Book Deep Learning with Python.pdf
    Score at least   Must score at least   to complete this module item Scored at least   Module item has been completed by scoring at least   View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
  • Draft_Machine_Learning_Yearning_V0.5_01_Andrew Ng.pdf Attachment
    Draft_Machine_Learning_Yearning_V0.5_01_Andrew Ng.pdf Draft_Machine_Learning_Yearning_V0.5_01_Andrew Ng.pdf
    Score at least   Must score at least   to complete this module item Scored at least   Module item has been completed by scoring at least   View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
  • [1]deeplearning.pdf Attachment
    [1]deeplearning.pdf [1]deeplearning.pdf
    Score at least   Must score at least   to complete this module item Scored at least   Module item has been completed by scoring at least   View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
  • cs229-linalg.pdf Attachment
    cs229-linalg.pdf cs229-linalg.pdf
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  • Python_course.pdf Attachment
    Python_course.pdf Python_course.pdf
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  • cs229_python_friday.pdf Attachment
    cs229_python_friday.pdf cs229_python_friday.pdf
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  • John M. Zelle - Python Programming_ An Introduction to Computer Science-Franklin, Beedle & Associates (2016).pdf Attachment
    John M. Zelle - Python Programming_ An Introduction to Computer Science-Franklin, Beedle & Associates (2016).pdf John M. Zelle - Python Programming_ An Introduction to Computer Science-Franklin, Beedle & Associates (2016).pdf
    Score at least   Must score at least   to complete this module item Scored at least   Module item has been completed by scoring at least   View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
  • MLOps-From-Model-centric-to-Data-centric-AI.pdf Attachment
    MLOps-From-Model-centric-to-Data-centric-AI.pdf MLOps-From-Model-centric-to-Data-centric-AI.pdf
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Chapter 1: Course Infor & Programming review

Chapter 1: Course Infor & Programming review
Module completed Module in progress Module locked
Chapter 1: Course Infor & Programming review 36911    
  • Chapter 1 Discussion Discussion Topic
    Chapter 1 Discussion Chapter 1 Discussion
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  • Chapter 1 Introduction-tm.pdf Attachment
    Chapter 1 Introduction-tm.pdf Chapter 1 Introduction-tm.pdf
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  • Chapter 1 Introduction-tm-Handouts.pdf Attachment
    Chapter 1 Introduction-tm-Handouts.pdf Chapter 1 Introduction-tm-Handouts.pdf
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Chapter 2: Building Neural Network from Scratch

Chapter 2: Building Neural Network from Scratch
Module completed Module in progress Module locked
Chapter 2: Building Neural Network from Scratch 36912    
  • Chapter 2 - 1-tm.pdf Attachment
    Chapter 2 - 1-tm.pdf Chapter 2 - 1-tm.pdf
    Score at least   Must score at least   to complete this module item Scored at least   Module item has been completed by scoring at least   View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
  • Chapter 2 - 1-tm-Handouts.pdf Attachment
    Chapter 2 - 1-tm-Handouts.pdf Chapter 2 - 1-tm-Handouts.pdf
    Score at least   Must score at least   to complete this module item Scored at least   Module item has been completed by scoring at least   View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
  • Chapter 2 - 2 - tm.pdf Attachment
    Chapter 2 - 2 - tm.pdf Chapter 2 - 2 - tm.pdf
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  • Chapter 2 - 2-tm-handouts.pdf Attachment
    Chapter 2 - 2-tm-handouts.pdf Chapter 2 - 2-tm-handouts.pdf
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  • Chapter 2 - 3-tm-handouts.pdf Attachment
    Chapter 2 - 3-tm-handouts.pdf Chapter 2 - 3-tm-handouts.pdf
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  • Chapter 2 - 3-tm.pdf Attachment
    Chapter 2 - 3-tm.pdf Chapter 2 - 3-tm.pdf
    Score at least   Must score at least   to complete this module item Scored at least   Module item has been completed by scoring at least   View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
  • Chapter 2 - 4-tm.pdf Attachment
    Chapter 2 - 4-tm.pdf Chapter 2 - 4-tm.pdf
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  • Chapter 2 - 4-tm-handouts.pdf Attachment
    Chapter 2 - 4-tm-handouts.pdf Chapter 2 - 4-tm-handouts.pdf
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Chapter 3: Convolutional Neural Network

Chapter 3: Convolutional Neural Network
Module completed Module in progress Module locked
Chapter 3: Convolutional Neural Network 36913    
  • Chapter 3 - 1 - tm.pdf Attachment
    Chapter 3 - 1 - tm.pdf Chapter 3 - 1 - tm.pdf
    Score at least   Must score at least   to complete this module item Scored at least   Module item has been completed by scoring at least   View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
  • Chapter 3 - 2.pdf Attachment
    Chapter 3 - 2.pdf Chapter 3 - 2.pdf
    Score at least   Must score at least   to complete this module item Scored at least   Module item has been completed by scoring at least   View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
  • Chapter 3 - 3-1.pdf Attachment
    Chapter 3 - 3-1.pdf Chapter 3 - 3-1.pdf
    Score at least   Must score at least   to complete this module item Scored at least   Module item has been completed by scoring at least   View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Chapter 4: TensorFlow Library

Chapter 4: TensorFlow Library
Module completed Module in progress Module locked
Chapter 4: TensorFlow Library 36914    
  • Attendance - 9 Quiz
    Attendance - 9 Attendance - 9
    Score at least   Must score at least   to complete this module item Scored at least   Module item has been completed by scoring at least   View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
  • Chapter 4.pdf Attachment
    Chapter 4.pdf Chapter 4.pdf
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Chapter 5: Recurrent Neural Network

Chapter 5: Recurrent Neural Network
Module completed Module in progress Module locked
Chapter 5: Recurrent Neural Network 36915    
  • Chapter 5.pdf Attachment
    Chapter 5.pdf Chapter 5.pdf
    Score at least   Must score at least   to complete this module item Scored at least   Module item has been completed by scoring at least   View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Materials: Machine learning Andrew

Materials: Machine learning Andrew
Module completed Module in progress Module locked
Materials: Machine learning Andrew 36918    
  • cs229-notes10 - PCA.pdf Attachment
    cs229-notes10 - PCA.pdf cs229-notes10 - PCA.pdf
    Score at least   Must score at least   to complete this module item Scored at least   Module item has been completed by scoring at least   View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
  • cs229-notes2 - Generative Learning algorithms.pdf Attachment
    cs229-notes2 - Generative Learning algorithms.pdf cs229-notes2 - Generative Learning algorithms.pdf
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  • cs229-notes5 - Regularization and model selection.pdf Attachment
    cs229-notes5 - Regularization and model selection.pdf cs229-notes5 - Regularization and model selection.pdf
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  • cs229-notes7a - K mean.pdf Attachment
    cs229-notes7a - K mean.pdf cs229-notes7a - K mean.pdf
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  • loss-functions.pdf Attachment
    loss-functions.pdf loss-functions.pdf
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  • cs229-notes3 - SVM.pdf Attachment
    cs229-notes3 - SVM.pdf cs229-notes3 - SVM.pdf
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  • cs229-notes1 - Supervised learning.pdf Attachment
    cs229-notes1 - Supervised learning.pdf cs229-notes1 - Supervised learning.pdf
    Score at least   Must score at least   to complete this module item Scored at least   Module item has been completed by scoring at least   View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark completed Must mark this module item done in order to complete Marked completed Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
 
minimum score must view must submit must contribute