LLM Engineering & Generative AI · Tutorial tracks

Applied AI engineering

LLM APIs, structured outputs, retrieval, evaluation harnesses — Python-native application focus.

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Lesson outline

  1. 97
    Applied AI engineering — Part 051

    Placeholder slot — edit in console (python-artificial-intelligence-stub-051).

  2. 98
    Classify Text with Neural Nets

    Learn to classify text with simple neural networks in this hands-on Applied AI engineering tutorial. Step-by-step guidance, practical exercises, and troubleshooting tips to build your skills.

  3. 99
    Applied AI engineering — Part 052

    Placeholder slot — edit in console (python-artificial-intelligence-stub-052).

  4. 100
    Word2Vec Basics

    Learn Word2Vec basics: how it embeds words, key concepts, and hands-on steps to train your own vectors in Python.

  5. 101
    Applied AI engineering — Part 053

    Placeholder slot — edit in console (python-artificial-intelligence-stub-053).

  6. 102
    Tokenization for Text Preprocessing

    Learn tokenization for text preprocessing in applied AI engineering. This step-by-step tutorial covers the core concept, hands-on implementation in Python, edge cases, and what to study next.

  7. 103
    Applied AI engineering — Part 054

    Placeholder slot — edit in console (python-artificial-intelligence-stub-054).

  8. 104
    Build an LSTM for Sequence Data

    Learn to build an LSTM for sequence data in Python — key concepts, hands-on implementation, and common pitfalls explained.

  9. 105
    Applied AI engineering — Part 055

    Placeholder slot — edit in console (python-artificial-intelligence-stub-055).

  10. 106
    Implement GRU for Faster Training

    Implement GRU for faster training in this Applied AI engineering tutorial. Learn the core concept, step-by-step implementation, hands-on exercise, and troubleshooting tips. Perfect for developers progressing through the Python track.

  11. 107
    Applied AI engineering — Part 056

    Placeholder slot — edit in console (python-artificial-intelligence-stub-056).

  12. 108
    Use Pretrained Transformers with Hugging Face

    Use pretrained transformers with Hugging Face — Applied AI engineering tutorial, lesson 57.

    Applied AI engineering — step-by-step tutorials

    What you will find here

    This track walks through applied ai engineering in order — each lesson is server-rendered HTML you can read without JavaScript. Follow the outline, then practice in the browser IDE when a lesson links to runnable code.

    Tutorials vs quizzes and code samples

    Tutorials teach in sequence. For quick checks use quizzes. For copy-paste snippets see code samples. For deeper reading browse articles.