Data Science & AI
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Statistics & Math for ML
Hypothesis Testing: Intermediate to Advanced
Everything you need to use Hypothesis Testing with confidence
By Sanjay Pillai
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Intermediate
English
0 learners
What you'll learn
- Understand the core concepts of Hypothesis Testing and how they fit together
- Build hands-on projects using Hypothesis Testing that you can add to your portfolio
- Apply Hypothesis Testing to solve real, practical problems in Data Science & AI
- Follow industry best practices and avoid common Hypothesis Testing mistakes
- Gain the confidence to use Hypothesis Testing at work and in interviews
Skills you'll gain
Hypothesis Testing
Practical Projects
Debugging
Best Practices
Problem Solving
Statistics & Math for ML
About this course
This course is a hands-on, project-driven introduction to Hypothesis Testing, part of our Data Science & AI track. Designed for learners in India and beyond, every concept is taught with practical examples and exercises you can add to your portfolio. Taught by Sanjay Pillai, it starts from the fundamentals and builds toward real-world, job-ready skills in Statistics & Math for ML. By the end you'll have the confidence to apply Hypothesis Testing at work, in interviews, and on Hyrespot-matched roles.
Curriculum
Getting Started
- Welcome and what you'll build video · 16:00 ▶ Free preview
- Hypothesis Testing in 10 minutes video · 17:00 ▶ Free preview
- Your first Hypothesis Testing walkthrough video · 06:00
- Hands-on exercise video · 07:00
Core Concepts
- Common patterns in practice video · 11:00
- Building the project — part 1 video · 12:00
- Debugging and troubleshooting video · 13:00
- Performance and optimisation video · 14:00
- Testing your work video · 15:00
Hands-On Practice
- Performance and optimisation video · 06:00
- Testing your work video · 07:00
- Welcome and what you'll build video · 08:00
Building Real Projects
- Welcome and what you'll build video · 13:00
- Hypothesis Testing in 10 minutes video · 14:00
- Your first Hypothesis Testing walkthrough video · 15:00
- Hands-on exercise video · 16:00
Going Deeper
- Common patterns in practice video · 08:00
- Building the project — part 1 video · 09:00
- Debugging and troubleshooting video · 10:00
- Performance and optimisation video · 11:00
- Testing your work video · 12:00