Practical Feature Engineering for Freelancers
Data Science & AI Machine Learning Bestseller

Practical Feature Engineering for Freelancers

Master Feature Engineering with hands-on projects and real-world examples

By Manoj Nair 0.0 (0 ratings) Advanced English 0 learners

What you'll learn

  • Understand the core concepts of Feature Engineering and how they fit together
  • Build hands-on projects using Feature Engineering that you can add to your portfolio
  • Apply Feature Engineering to solve real, practical problems in Data Science & AI
  • Follow industry best practices and avoid common Feature Engineering mistakes
  • Gain the confidence to use Feature Engineering at work and in interviews

Skills you'll gain

Feature Engineering Practical Projects Debugging Best Practices Problem Solving Machine Learning

About this course

Want to get genuinely good at Feature Engineering? This practical course in our Data Science & AI track takes you from the essentials to applied, real-world skills. You'll learn by building — not just watching — with downloadable resources and exercises throughout. Manoj Nair guides you step by step through Machine Learning, focusing on the skills employers actually look for. Finish ready to put Feature Engineering on your resume and use it with confidence.

Curriculum

Getting Started

  • Welcome and what you'll build video · 11:00 ▶ Free preview
  • Feature Engineering in 10 minutes video · 12:00 ▶ Free preview
  • Your first Feature Engineering walkthrough video · 13:00
  • Hands-on exercise video · 14:00
  • Building the project — part 2 video · 15:00

Core Concepts

  • Hands-on exercise video · 06:00
  • Building the project — part 2 video · 07:00
  • Best practices from industry video · 08:00

Hands-On Practice

  • Best practices from industry video · 13:00
  • A real-world case study video · 14:00
  • Recap and where to go next video · 15:00
  • Setting up your environment video · 16:00

Building Real Projects

  • Welcome and what you'll build video · 08:00
  • Feature Engineering in 10 minutes video · 09:00
  • Your first Feature Engineering walkthrough video · 10:00
  • Hands-on exercise video · 11:00
  • Building the project — part 2 video · 12:00

Going Deeper

  • Hands-on exercise video · 15:00
  • Building the project — part 2 video · 16:00
  • Best practices from industry video · 17:00

Best Practices

  • Best practices from industry video · 10:00
  • A real-world case study video · 11:00
  • Recap and where to go next video · 12:00
  • Setting up your environment video · 13:00