Look at below link: That is my personal roadmap I am using under AI Discussions
Best Roadmap to Become Competitive Enough in the AI Market - AI Discussions - DeepLearning.AI
I’m just starting out in AI myself—but I bring over 25 years of experience from roles at Motorola and as a programmer/analyst in my early career. If you’re new to AI, here’s one thing I’ve learned:
Mathematics is the foundation of Machine Learning and Data Science.
It’s not just theory—it’s the language AI speaks. To understand how models work, why they behave the way they do, and how to improve them, you need a solid grasp of math.
I highly recommend checking out ChemCoder’s videos on YouTube. He breaks down the essential math topics and shows how they connect directly to AI and ML. His content is clear, practical, and beginner-friendly.
Start there, and build your foundation step by step. You’re not alone in this journey.