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