In this 2-day workshop, you will be introduced to Machine Learning using Python. You will learn about the various libraries used in Python for machine learning, as well as the fundamental principles of some common machine learning algorithms.

Structure:

• What is Machine Learning?
• Types of Machine Learning Algorithms
  • Classification
  • Anomaly Detection
  • Regression
  • Clustering
  • Reinforced Learning
• What is Predictive Analytics?
• Introduction to Machine Learning using Python
• Using Machine Learning Algorithms in Python
  • Linear Regression
  • Logistics Regression
  • Naïve Bayes
  • Decision Tree
  • Random Forest
  • Support Vector Machine
  • K-Nearest Neighbours (KNN)
  • K-Means
• Projects
  • Predicting student performance
  • Detecting cancer
  • And more…