Welcome and Introduction
  • Welcome
  • Introduction to Data Science
Preliminary to understand Data Science and Machine Learning
  • Understand Data Science Terms
  • Understand Machine Learning
  • Understand Data Science Modelling
  • what is the difference between model Parameters and Hyperparameters
Machine learning Models
  • How Linear Regression works?
  • How Decision Trees works?
  • How Bagging and Random Forest work?
  • How Support Vector Machine Works?
  • Neural Networks Part 1
  • Neural Networks Part 2
  • How Logistic Regression works?
  • How KNN works?
  • Clustering techniques
Models Performances
  • Models performance
Best Practices for Data Scientist
  • Best Practices for Data Scientist
Bonus Lecture
  • Bonus Lecture
  • Free Gift