Note - These are live classes on Zoom. Exact schedule will be shared in respective Whatsapp Group.

Description:

This course provides an introduction to machine learning using the Orange Data Mining Tool specifically for doctors. You will learn how to leverage the power of machine learning algorithms and techniques to analyze medical data and make informed decisions. The course covers the fundamentals of machine learning, data preprocessing, feature engineering, model selection, and evaluation. By the end of the course, you will have a solid understanding of how to apply machine learning techniques using Orange Data Mining Tool in a medical context.

Prerequisite - Basic theoritical knowlege of Artificial Intelligence (AI)

Key Highlights:

• Learn machine learning techniques specifically tailored for doctors
• Utilize the power of Orange Data Mining Tool for medical data analysis
• Master data preprocessing and feature engineering techniques
• Effectively select and evaluate machine learning models for medical applications

What you will learn:

• Understand the basics of machine learning
  Learn the foundational concepts and principles of machine learning in the medical field
• Explore the Orange Data Mining Tool
  Become familiar with the Orange Data Mining Tool and its functionalities for medical data analysis
• Preprocess and clean medical data
  Learn essential techniques to preprocess and clean medical data for accurate analysis
• Perform feature engineering
  Discover methods to extract meaningful features from medical data for model training
• Select and evaluate machine learning models
  Gain insights into selecting appropriate machine learning models and evaluating their performance in medical applications