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IDMA Part time Content Repository

This repo contains the content for IDMA part time program. The repo will remain a work in progress.

Python Essentials (Agenda, Pre-requisites and readings)

  1. Pre-requisites

    • Install anaconda on your system. Visit here to download the software.

    • After installation you should be able to see anaconda prompt in your search bar

    • Revise basic ideas of programming such as variables, loops, conditionals.

  2. Readings (Some resources require Orielly Credentials)

    Pre-reads

    Post Session Reads

    ML Unit 2:

    • Lecture5: Regression
    • Lecture6: Non linear classification
    • Lecture7: Collaborative Filtering

    ML Unit 3:

    • Lecture8: Introduction to Neural Networks
    • Lecture9: Feed forward neural networks, backpropagation and stochastic gradient descent

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