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From prompting through autonomous agents to transformer internals and AI safety. Free, with a certificate anyone can verify by ID.

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Generative AI & LLM Systems
Beginner4 modules

Generative AI & Prompt Engineering Masterclass

Master LLM prompting techniques, In-Context Learning, Chain-of-Thought, and RAG architectures.

Advanced Prompt Engineering
In-Context Few-Shot Learning
20 min 4 Modules
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THINKACTIONOBSERVE
Autonomous ReAct Loops
Intermediate4 modules

Autonomous AI Agents & LLM Tool Orchestration

Build production-ready autonomous agents, ReAct loops, tool execution, memory, and multi-agent systems.

Agentic Architecture
ReAct Decision Loops
6 min 4 Modules
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Softmax(QK^T / √d_k)VLoRA Adapter r=8
Transformer Mathematics
Advanced4 modules

Machine Learning & Deep Learning Foundations

Understand the mathematical foundations of Neural Networks, Transformers, Attention, and Fine-Tuning.

Neural Network Foundations
Transformer Architecture
8 min 4 Modules
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AI Safety & Alignment (DPO/RLHF)
Intermediate4 modules

Responsible AI, Alignment, Red-Teaming & Safety

Master AI safety frameworks, RLHF, DPO, jailbreak defenses, guardrails, and regulatory compliance.

AI Alignment (RLHF / DPO)
Adversarial Red-Teaming
6 min 4 Modules
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Not sure where to start?

Three ordered routes through these courses, each with the reasoning for its order.

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