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AI & Machine Learning

From first model to production inference, without the hand-waving.

Practical machine-learning and applied-AI courses for developers who want working systems rather than lecture notes. You learn the maths only where it changes a decision, then build classifiers, recommenders, retrieval pipelines and agents you can actually deploy. Every project runs on a laptop — no cluster required.

10 courses
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Level All levels Beginner 3 Intermediate 3 Advanced 2 All levels 2

Showing 1–10 of 10 courses

Beginner AI & Machine Learning

AI for Developers: A Practical First Month with LLM APIs

Your first month with model APIs: keys, streaming, retries, cost and one shipped feature.

26 students 3h 25m 26 lessons Priya Raman

Python ChatGPT Claude API Design

$19 USD

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Beginner AI & Machine Learning

Embeddings Explained: Search That Understands Meaning

Understand embeddings well enough to build search that finds meaning, not just keywords.

19 students 4h 25m 33 lessons Priya Raman

Python SQL Claude RAG

$27 USD

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Intermediate AI & Machine Learning

Build a RAG Pipeline That Actually Retrieves

Chunking, hybrid search and reranking, the parts that decide whether retrieval really works.

22 students 5h 30m 41 lessons Priya Raman

Python SQL LangChain RAG

$35 USD

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Intermediate AI & Machine Learning

Vector Stores in Practice: pgvector, Qdrant and Friends

Pick, index and operate a vector store without turning your search into a science project.

9 students 6h 35m 49 lessons Priya Raman

Python SQL Docker RAG

$45 USD

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All levels AI & Machine Learning

Claude and ChatGPT for Everyday Engineering Work

Make assistants a genuine part of your workflow, not a party trick abandoned by Friday.

23 students 7h 52 lessons Laura Mbeki

Git ChatGPT Claude Testing

$49 USD

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Intermediate AI & Machine Learning

Fine-Tuning Small Models on Your Own Data

Build a dataset, run a LoRA fine-tune, and prove it beats prompting for your narrow task.

13 students 9h 5m 68 lessons Priya Raman

Python Docker Testing RAG

$69 USD

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Beginner AI & Machine Learning

Machine Learning Foundations for Working Developers

The maths-light foundation that makes model behaviour, metrics and failures make sense.

18 students 11h 40m 87 lessons Priya Raman

Python SQL Testing

$89 USD $129

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Advanced AI & Machine Learning

LLM Application Architecture: From Prototype to Production

Queues, caching, streaming, fallbacks and budgets: the architecture behind a reliable AI feature.

11 students 14h 40m 110 lessons Priya Raman

Python Docker Testing API Design

$114 USD $169

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Advanced AI & Machine Learning New

Agentic Systems Engineering: Planning, Memory and Tool Loops

Design agents that plan, remember and stop, instead of looping until the budget is gone.

7 students 17h 30m 131 lessons Priya Raman

Python Claude LangChain API Design

$149 USD

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All levels AI & Machine Learning

The Complete AI Engineering Program

Twenty-four hours taking you from a first API call to a deployed, evaluated AI product.

16 students 24h 180 lessons Priya Raman

Python Docker Claude Testing

$199 USD

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