Statistics for Machine Learning
Data Science & AI

Statistics for Machine Learning

Probability, inference, and experiment design without the fear

By Farhan Ahmed ★ 4.3 (170 ratings) Intermediate English 3,576 learners

About this course

Statistics for Machine Learning is a hands-on, project-driven course in our Data Science & AI track. Probability, inference, and experiment design without the fear. Designed for learners in India, every concept is taught with practical examples, downloadable resources, and exercises you can add to your portfolio. Taught by Farhan Ahmed, the course starts from a working foundation and builds to real-world, job-ready projects. You will finish with the confidence to apply these skills at work, in interviews, and on Hyrespot-matched roles.

Curriculum

Section 1: Going Further

  • Assessment & Practice Questions article · 07:57 ▶ Free preview
  • Recap and What Comes Next video · 08:14 ▶ Free preview
  • Introduction & Course Roadmap video · 08:31

Section 2: Wrap-Up & Next Steps

  • Setting Up Your Environment video · 08:28
  • Key Terminology Explained article · 08:45
  • Your First Walkthrough video · 09:02
  • Core Techniques in Action video · 09:19
  • Common Mistakes to Avoid resource

Section 3: Getting Started

  • Core Techniques in Action video · 08:59
  • Common Mistakes to Avoid video · 09:16
  • Guided Exercise article · 09:33
  • Building the Project — Part 1 video · 09:50
  • Building the Project — Part 2 video · 10:07
  • Debugging & Troubleshooting resource