Free Introduction to Machine Learning Process - Live Online (with Q&A Session)

Saturday, May 18 @ 7:30 a.m. - 10:30 a.m.
Sandeep Giri

Sandeep Giri

Founder @ CloudxLab

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.

About the Event

You will learn the below topics

- Introduction to Artificial Intelligence

- Introduction to Machine Learning & Deep Learning

- Approach

  • Difference between Machine Learning approach & Traditional approach

- Types

  • Identify and understand the various types of Machine Learning problems

- Basics

  • Learning the process of a typical Machine Learning project

- Train and Test

  • Training and testing of data

  • Various challenges and the common pitfalls in splitting the data, including the many biases involved.

- Representing your data

  • How to represent the data for the consumption of an algorithm

- Overfitting & Underfitting

  • To identify not-learning and too much learning

  • Difference between bias and variance

- Q&A session