Experiment Design: Advanced to Advanced
Data Science & AI › Statistics & Math for ML

Experiment Design: Advanced to Advanced

Learn Experiment Design by building real things, step by step

By Farhan Ahmed ★ 0.0 (0 ratings) Advanced English 0 learners

What you'll learn

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

Skills you'll gain

Experiment Design Practical Projects Debugging Best Practices Problem Solving Statistics & Math for ML

About this course

Experiment Design is one of the most useful skills in Data Science & AI today, and this course makes it approachable and practical. Through guided projects in Statistics & Math for ML, you'll build real understanding rather than memorising steps. Created by Farhan Ahmed, the course pairs clear explanations with hands-on practice so the ideas stick. You'll come away able to apply Experiment Design to your own work and on job-relevant, Hyrespot-matched roles.

Curriculum

Getting Started

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

Core Concepts

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

Hands-On Practice

  • 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

Building Real Projects

  • Welcome and what you'll build video · 17:00
  • Experiment Design in 10 minutes video · 06:00
  • Your first Experiment Design walkthrough video · 07:00
  • Hands-on exercise video · 08:00
  • Building the project — part 2 video · 09:00

Going Deeper

  • Hands-on exercise video · 12:00
  • Building the project — part 2 video · 13:00
  • Best practices from industry video · 14:00

Best Practices

  • Best practices from industry video · 07:00
  • A real-world case study video · 08:00
  • Recap and where to go next video · 09:00
  • Setting up your environment video · 10:00