Prerequisites
Before starting Machine Learning, make sure you have:
- Python
- scikit-learn
- Feature engineering
Your first month
Focus on shipping small, complete artifacts:
- Linear algebra
- Probability
- Statistics
Common beginner mistakes
Skip these to save weeks:
- Watching without building
- Jumping frameworks weekly
- Skipping fundamentals
- Not shipping anything public
Continue reading
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