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Machine Learning & IoT Bootcamp - Singapore

Starts at:
Saturday, February 10 @ 5:30 p.m. UTC
Ends at:
Thursday, April 26 @ 1 a.m. UTC

About the Event

This session would broadly cover the following:

  • Introduction to Machine Learning and AI
  • What is Classification?
  • Hands-on example on binary classification using MNIST dataset
  • Understanding Stochastic Gradient Descent (SGD) Classifier
  • Training a binary classifier using SGD
  • Performance measure

    • Cross Validation
    • Confusion Matrix
    • Precision and Recall
    • F1 Score
    • Precision / Recall Tradeoff
    • ROC Curve

About Presenter

Sandeep Giri

Sandeep Giri

Founder @ CloudxLab

Event Details

One Day workshop on Machine Learning & IoT

Location- NUS Enterprise, #02-01, 71 Ayer Rajah Crescent, Singapore

What's Included- Light snacks and soft drinks will be served during workshop

Preparation- Participants are requested to bring their own laptops with Anaconda installed in order to follow the hands-on during the session.

Follow the blog post to get step-by-step instruction to setup Anaconda for machine learning exercise and downloading the MNIST dataset: Python Setup Using Anaconda For Machine Learning and Data Science Tools

About Presenter

Past- Amazon, InMobi, tBits Global, D.E.Shaw

For last 15 years, Sandeep has been building products and churning large amounts of data for various product companies. He has an all-around experience of software development and big data analysis.

Apart from digging data and technologies, Sandeep enjoys conducting interviews and explaining difficult concepts in simple ways.

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