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Statistics & Math for ML
Hyrespot Match
The Complete Calculus for ML Bootcamp
A practical, project-based path to Calculus for ML in Statistics & Math for ML
By Aravind Kumar
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Basic
English
0 learners
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
Want to get genuinely good at Calculus for ML? 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. Aravind Kumar guides you step by step through Statistics & Math for ML, focusing on the skills employers actually look for. Finish ready to put Calculus for ML on your resume and use it with confidence.
Curriculum
Getting Started
- Welcome and what you'll build video · 06:00 ▶ Free preview
- Calculus for ML in 10 minutes video · 07:00 ▶ Free preview
- Your first Calculus for ML walkthrough video · 08:00
Core Concepts
- Your first Calculus for ML walkthrough video · 13:00
- Hands-on exercise video · 14:00
- Building the project — part 2 video · 15:00
- Best practices from industry video · 16:00
Hands-On Practice
- Debugging and troubleshooting video · 08:00
- Performance and optimisation video · 09:00
- Testing your work video · 10:00
- Welcome and what you'll build video · 11:00
- Calculus for ML in 10 minutes video · 12:00
Building Real Projects
- Welcome and what you'll build video · 15:00
- Calculus for ML in 10 minutes video · 16:00
- Your first Calculus for ML walkthrough video · 17:00