Machine Learning: Basics to Advanced (coming soon)

(1 customer review)

4,500  2,599 


Machine learning is the study of computer algorithms that improve automatically through experience. It is seen as a subset of artificial intelligence.


  • Individuals who have heard about Artificial Intelligence, Machine Learning but have no idea about it or how it works
  • Those who have no knowledge about ML, NLP but want to learn the theoretical as well as the practical aspects of it.
  • Professionals, Students, Entrepreneurs – anyone can attend this course


  • Certified Course
  • Live online practical class
  • Learn with your friends
  • Recordings will be provided



  • Machine Learning Applied Scientist at a leading E-commerce company in the world
  • Has worked as a Machine Learning Reseach Intern across multiple countries
  • Alumni of IIT Kharagpur


Day 1

Basics of Machine Learning

  • What is logistic classification?
    • Explaining from first principles.
      • Explain Linear Regression
      • Explain backpropagation
      • Explain linear algebra
    • Explain sigmoid
  • What is a decision tree?
    • Explain gini index and information gain with example
  • What is a Random Forest?
  • What is Bagging?

Day 2

Basics of Machine Learning

  • What is Boosting?
  • What is Ensembling?
  • What is PCA?

Basics of Deep Learning

  • What is word2vec?
    • CBOW
    • Skip-Gram

Day 3

Basics of Deep Learning

  • What are GRUs and LSTMs?
    • Equations explanation
  • What are CNNs?
    • Strides and Equations

Advanced Deep Learning

  • What are transformers?

Day 4

Advanced Deep Learning

  • Explain the workings of BERT
  • Explain the workings of GPT-2
  • Explain the workings of RCNN

1 review for Machine Learning: Basics to Advanced (coming soon)

  1. user

    The instructor is amazingly versed in the field of AI and ML. His knowledge in the domain is too good.

Add a review

Your email address will not be published. Required fields are marked *

Scroll to top
Register for next session We will inform you when the product arrives in stock. Just leave your valid email address below.
Email We won't share your address with anybody else.
Open chat
Powered by