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Learn / Data

AI, Machine Learning & Prompting

Practical AI: machine-learning basics, chatbots, prompt engineering and adding AI features to apps.

Intermediate4 modulesFreeHindi & English

Roadmap

  1. 1

    ML foundations

    • Supervised vs unsupervised learning
    • scikit-learn models
    • Training, testing and accuracy
    • Feature engineering
  2. 2

    Deep learning

    • Neural networks
    • TensorFlow and PyTorch basics
    • Image and text models
    • Using pre-trained models
  3. 3

    Generative AI

    • Prompt engineering
    • Chatbots for websites and WhatsApp
    • AI APIs in apps
    • Retrieval (RAG) over your documents
  4. 4

    Responsible AI

    • Privacy and data protection
    • Bias and testing
    • Costs and limits
    • Human review

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