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Statistics & Math for ML
Modern Calculus for ML: Real-World Skills
Everything you need to use Calculus for ML with confidence
By Varun Shetty
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Advanced
English
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What you'll learn
- Understand the core concepts of Calculus for ML and how they fit together
- Build hands-on projects using Calculus for ML that you can add to your portfolio
- Apply Calculus for ML to solve real, practical problems in Data Science & AI
- Follow industry best practices and avoid common Calculus for ML mistakes
- Gain the confidence to use Calculus for ML at work and in interviews
Skills you'll gain
Calculus for ML
Practical Projects
Debugging
Best Practices
Problem Solving
Statistics & Math for ML
About this course
This course is a hands-on, project-driven introduction to Calculus for ML, 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 Varun Shetty, 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 Calculus for ML at work, in interviews, and on Hyrespot-matched roles.
Curriculum
Getting Started
- Welcome and what you'll build video · 14:00 ▶ Free preview
- Calculus for ML in 10 minutes video · 15:00 ▶ Free preview
- Your first Calculus for ML walkthrough video · 16:00
- Hands-on exercise video · 17:00
- Building the project — part 2 video · 06:00
Core Concepts
- Hands-on exercise video · 09:00
- Building the project — part 2 video · 10:00
- Best practices from industry video · 11:00
Hands-On Practice
- Best practices from industry video · 16:00
- A real-world case study video · 17:00
- Recap and where to go next video · 06:00
- Setting up your environment video · 07:00
Building Real Projects
- Welcome and what you'll build video · 11:00
- Calculus for ML in 10 minutes video · 12:00
- Your first Calculus for ML walkthrough video · 13:00
- Hands-on exercise video · 14:00
- Building the project — part 2 video · 15:00
Going Deeper
- Hands-on exercise video · 06:00
- Building the project — part 2 video · 07:00
- Best practices from industry video · 08:00
Best Practices
- 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