Discover a comprehensive 14-minute video guide outlining a free YouTube-based learning path to become proficient in Machine Learning and Deep Learning without formal university education. Follow a structured roadmap progressing from foundational mathematics and Python programming through advanced topics in Machine Learning, Deep Learning, Data Science, Natural Language Processing, and Computer Vision. Access detailed learning paths for transitioning into roles like Machine Learning Engineer or Data Scientist using freely available YouTube resources, complete with timestamps for easy navigation and a complementary GitHub repository containing all referenced video links. Master essential concepts through carefully curated content that builds expertise from beginner to advanced levels across key AI disciplines.
Machine Learning Career Roadmap 2024 - From Beginner to Expert
Overview
Syllabus
- Intro
- Step 1. Mathematics Roadmap
- Step 2. Python Roadmap
- Step 3. Machine Learning Roadmap
- Step 4. Deep Learning Roadmap
- Step 5a. Data Scientist
- Step 5b. Natural Language Processing Expert
- Transformers
- Step 5c. Computer Vision Expert
Taught by
AI Bites
