Hur man går från gymnasie matematik till avancerad ML/AI: en detaljerad 4-stegs roadmap med länkar till de bästa lärresurserna jag är medveten om.
1. Stage 1: Mastering High School Math
- Algebra: Khan Academy, MIT OpenCourseWare
- Calculus: Khan Academy, MIT OpenCourseWare
- Probability and Statistics: Khan Academy, MIT OpenCourseWare
2. Stage 2: Learning Basic Programming
- Python: Codecademy, Coursera, edX
- R: Coursera, edX
- SQL: Coursera, edX
3. Stage 3: Understanding Data Science and Machine Learning
- Data Science: Coursera, edX, DataCamp
- Machine Learning: Coursera, edX, DataCamp
- Deep Learning: Coursera, edX, DataCamp
4. Stage 4: Advanced Machine Learning and AI
- Reinforcement Learning: Coursera, edX, DataCamp
- Natural Language Processing: Coursera, edX, DataCamp
- Computer Vision: Coursera, edX, DataCamp
www.justinmath.com
How to get from high school math to cutting-edge ML/AI
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