JS Meetup #28: AI/ML - More than just basics by Siva Narayana

-- This is a FREE meetup and needs registration to attend --
-- Agenda updated --

About the presenter:
Siva Narayana V, UI Tech Lead @Unbxd (currently pursuing Big Data Analytics at IIMB)

The session is for beginner to intermediate level.

Outline ---
Introduction to Statistical learning & Machine learning
Types of Analytics
Linear/ Multiple Linear Regression
Logistic Regression
Decision Tree, Random forest, bagging, boosting
Clustering Techniques

Case Study 1:
How banks decide if a loan should be given to a customer or not (German Credit Data) (In Python, using Logistic Regression, Decision Trees )

Case Study 2:
Analysing Daily Returns of Equities (In Python)

Introduction to Neural Networks, Deep Learning, NLP, AI
How a Neural Network works
What is all the hype about AI/ML?
Where do we fit into it?
What has been achieved so far and where are we headed?

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