Feature engineering For Machine Learning 101

Course Overview

• Course Title: Feature Engineering For Machine Learning 101
• Instructor: Riad Almadani
• Target Audience: Complete beginners, individuals new to machine learning, those curious to learn
• Prerequisites: Basic programming knowledge, curiosity to learn

Curriculum Highlights

• Key Topics Covered:
  • Data types demystified
  • Handling missing data
  • Smart feature selection
  • Feature engineering with ChatGPT
• Key Skills Learned:
  • Exploring, visualizing, and understanding raw data
  • Selecting the most impactful features
  • Handling missing data
  • Advanced methods like dimensionality reduction
  • Generating new features using AI

Course Format

• Duration: 2 hours on-demand video
• Format: Self-paced online course
• Resources:
  • Role play
  • 2 downloadable resources
  • Access on mobile and TV
  • Certificate of completion