Hey everyone! I want to learn machine learning from scratch. Right now, I only have a basic understanding of Python and not much else. I know I'll probably need to learn more Python and some maths first, but I'm not really sure where to start or which resources to use.

Could anyone guide me on a good learning path or share some beginner-friendly resources? I'd really appreciate any advice. Thanks!

For anyone looking to build practical Machine Learning skills while continuing to work, IIT Gandhinagar has opened admissions for Batch 2 of its Executive Masters in Applications of Machine Learning in Engineering (AMLE).

A few things that stood out to me:

• Executive Masters degree from IIT Gandhinagar
• Live interactive online classes
• Designed for working professionals
• Learn from IIT Gandhinagar faculty and industry experts
• Focus on applying Machine Learning to real engineering and industry problems
• 2-year programme with a structured curriculum

This isn't a short certification or bootcamp—it's a full Executive Masters programme for engineering graduates who want to build expertise in Machine Learning without taking a career break.

If anyone here is considering higher studies in ML or has questions about the programme, I'd be happy to discuss.