Roadmap
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1
ML foundations
- Supervised vs unsupervised learning
- scikit-learn models
- Training, testing and accuracy
- Feature engineering
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2
Deep learning
- Neural networks
- TensorFlow and PyTorch basics
- Image and text models
- Using pre-trained models
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3
Generative AI
- Prompt engineering
- Chatbots for websites and WhatsApp
- AI APIs in apps
- Retrieval (RAG) over your documents
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4
Responsible AI
- Privacy and data protection
- Bias and testing
- Costs and limits
- Human review
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New · 13 November 2026