Course Modules

Introduction

Introduction
Module Completed Module In Progress Module Locked
Introduction 2251580  
  • Attachment
    Lecture 1.pdf Lecture 1.pdf
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  • Attachment
    01-introduction.ipynb 01-introduction.ipynb
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  • Attachment
    iris_petal_sepal.png iris_petal_sepal.png
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  • Attachment
    preamble.py preamble.py
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Supplementary Materials

Supplementary Materials
Module Completed Module In Progress Module Locked
Supplementary Materials 2251587  
  • Attachment
    supervised-learning.pdf supervised-learning.pdf
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  • Attachment
    W1.2_Introduction - ProbML W1.2_Introduction - ProbML
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  • Attachment
    Loss Functions.pdf Loss Functions.pdf
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  • Attachment
    exmlp.py exmlp.py
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Lecture Materials

Lecture Materials
Module Completed Module In Progress Module Locked
Lecture Materials 2251581  
  • Attachment
    Lecture 2 - SL.pdf Lecture 2 - SL.pdf
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  • Attachment
    02-supervised-learning.ipynb 02-supervised-learning.ipynb
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  • Attachment
    SVM - Supplementary Reading (Lee).pdf SVM - Supplementary Reading (Lee).pdf
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  • Attachment
    Tutorial on Deep Learning and Applications - Survey (Sengupta) Tutorial on Deep Learning and Applications - Survey (Sengupta)
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  • Attachment
    Tensorflow Intro to NN.pdf Tensorflow Intro to NN.pdf
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  • Page
    Class Example on MNIST Class Example on MNIST
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  • Assignment
    Homework 1 Homework 1
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  • Assignment
    Homework 2 Part 1 Homework 2 Part 1
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  • Assignment
    Homework 2 Part 2 Homework 2 Part 2
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  • Page
    Natural Language Processing and Transformers Natural Language Processing and Transformers
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  • Page
    NLP Papers NLP Papers
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  • Page
    Getting started with Transformer based models Getting started with Transformer based models
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  • Assignment
    Homework 3 Homework 3
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Unsupervised Learning

Unsupervised Learning
Module Completed Module In Progress Module Locked
Unsupervised Learning 2251582  
  • Page
    Lecture 3 Lecture 3
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  • Attachment
    03-unsupervised-learning.ipynb 03-unsupervised-learning.ipynb
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Deep Learning

Deep Learning
Module Completed Module In Progress Module Locked
Deep Learning 2251583  
  • Page
    Introduction, Tensorflow and CNN Introduction, Tensorflow and CNN
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  • Page
    Transfer Learning and Finetuning Transfer Learning and Finetuning
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  • Attachment
    Neural Networks for Tabular Data.pdf Neural Networks for Tabular Data.pdf
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  • Attachment
    Neural Network for Images.pdf Neural Network for Images.pdf
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  • Page
    RNN, Attention and Transformer RNN, Attention and Transformer
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  • Attachment
    Neural Networks for Sequences.pdf Neural Networks for Sequences.pdf
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Tests

Tests
Module Completed Module In Progress Module Locked
Tests 2251585  
  • Assignment
    Test 1 Test 1
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  • Assignment
    Test 1 Makeup (Dec 1 at 2pm) Test 1 Makeup (Dec 1 at 2pm)
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  • Assignment
    Test 2 (take home) Test 2 (take home)
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Project

Project
Module Completed Module In Progress Module Locked
Project 2251586  
  • Page
    Guidelines Guidelines
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  • Page
    Project Selection Project Selection
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  • Assignment
    Proposal Submission Proposal Submission
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  • Page
    Influential Papers You Must Read Influential Papers You Must Read
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  • Assignment
    Mid-semester Project Checkin Mid-semester Project Checkin
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  • Page
    Schedule of Presentations: Wed Dec 10 from 12pm on Zoom Schedule of Presentations: Wed Dec 10 from 12pm on Zoom
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  • Assignment
    Presentation and Files Upload Box Presentation and Files Upload Box
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Interesting Reading Materials

Interesting Reading Materials
Module Completed Module In Progress Module Locked
Interesting Reading Materials 2251588  
  • Attachment
    Random Forest - Breiman.pdf Random Forest - Breiman.pdf
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  • Attachment
    Rai - Ensemble Methods (Bagging and Boosting).pdf Rai - Ensemble Methods (Bagging and Boosting).pdf
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  • Page
    Intuitive Videos Intuitive Videos
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minimum score must view must submit must contribute