Course modules

Lecture 1: Introduction to Machine Learning

Lecture 1: Introduction to Machine Learning
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Lecture 1: Introduction to Machine Learning 259861  
  • Attachment
    lecture_1_ml.pdf lecture_1_ml.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   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

Lecture A: Python and the compute environment

Lecture A: Python and the compute environment
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Lecture A: Python and the compute environment 277414  
  • Attachment
    lecture_a_python_notes.pdf lecture_a_python_notes.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   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

Lecture B: Tensors in NumPy and PyTorch

Lecture B: Tensors in NumPy and PyTorch
Module completed Module in progress Module locked
Lecture B: Tensors in NumPy and PyTorch 277505  
  • Attachment
    lecture_b_tensors_notes.pdf lecture_b_tensors_notes.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   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

Lecture 2: More Machine Learning Basics

Lecture 2: More Machine Learning Basics
Module completed Module in progress Module locked
Lecture 2: More Machine Learning Basics 259862  
  • Attachment
    lecture_2_ml_part_2.pdf lecture_2_ml_part_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   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

Lecture 3: Introduction to Deep Learning

Lecture 3: Introduction to Deep Learning
Module completed Module in progress Module locked
Lecture 3: Introduction to Deep Learning 259863  
  • Attachment
    lecture_3_dl_part_1.pdf lecture_3_dl_part_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   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

Lecture C: Automatic differentiation and neural networks in PyTorch

Lecture C: Automatic differentiation and neural networks in PyTorch
Module completed Module in progress Module locked
Lecture C: Automatic differentiation and neural networks in PyTorch 277860  
  • Attachment
    lecture_c_ad_and_nns_notes.pdf lecture_c_ad_and_nns_notes.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   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

Lecture 4: Deep Learning, Part 2

Lecture 4: Deep Learning, Part 2
Module completed Module in progress Module locked
Lecture 4: Deep Learning, Part 2 259864  
  • Attachment
    lecture_4_dl_part_2.pdf lecture_4_dl_part_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   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

Lecture 5: Explainable AI and Geometry

Lecture 5: Explainable AI and Geometry
Module completed Module in progress Module locked
Lecture 5: Explainable AI and Geometry 259866  
  • Attachment
    lecture_5_xai_geometry.pdf lecture_5_xai_geometry.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   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

Lecture D: Neural network training in PyTorch

Lecture D: Neural network training in PyTorch
Module completed Module in progress Module locked
Lecture D: Neural network training in PyTorch 277959  
  • Attachment
    lecture_d_nn_training_pytorch_notes.pdf lecture_d_nn_training_pytorch_notes.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   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

Lecture 6: Equivariant Neural Networks, Part 1

Lecture 6: Equivariant Neural Networks, Part 1
Module completed Module in progress Module locked
Lecture 6: Equivariant Neural Networks, Part 1 259867  
  • Attachment
    lecture_6_equivariant_nn_part_1.pdf lecture_6_equivariant_nn_part_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   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