Course catalog
46 courses. Start with a search or pick a filter.
AI Agents & Tool Use
Complete course on building AI agents: from basic tool use via Claude and OpenAI to complex multi-agent systems. Covers function calling, MCP protocol, agent frameworks (LangChain, AutoGen, CrewAI), memory patterns, planning, human-in-the-loop, and production agent deployment.
AI Agents fundamentals
An introduction to AI agents: tool use, planning, retry, quality evaluation, and where they break.
AI Basics: How LLMs Work
A foundational course on how large language models are built, what they're good at, and where they break. No formulas, but with engineering precision.
AI Coding: Claude Code, Codex, Cursor, Windsurf
A course on AI coding tools. Not "vibe coding" but an engineering approach: where they pay off and how to avoid drifting into overengineering.
AI Content Factory
A practical course on building a scalable AI-powered content machine: strategy, long-form and social creation, video scripts, email sequences, repurposing, SEO, localization, workflows, and analytics. Real prompts and templates you can use immediately.
AI Safety & Ethics
Critical course on responsible AI use: deepfake and disinformation risks, prompt injection protection, data privacy in LLMs, algorithmic bias, regulations (EU AI Act, GDPR), corporate AI policy, and ethical decision-making frameworks.
AI for Email & Outreach
Practical course on using AI in email marketing and cold outreach: personalized cold emails, follow-up sequences, A/B testing subject lines, CRM integration, results analysis, and LinkedIn outreach. Real prompts with conversion examples.
AI for Financial Analysis
Practical course on using AI in finance: analyzing financial statements, forecasting, budgeting, company valuation, working with Excel/Python, creating financial models and dashboards. Real prompts for Claude and ChatGPT with calculation examples.
AI for HR & Recruiting
Practical course on using AI in hiring and HR: automating resume screening, generating job postings and offers, AI interview assistants, culture fit analysis, onboarding, performance reviews, and employee attrition prediction. Real prompts for ChatGPT and Claude.
AI for Lawyers & Contracts
Practical course on applying AI in legal practice: contract analysis and review, risk flagging, redlining, document version comparison, NDA and term sheet drafting, legal research, and GDPR compliance. Real prompts for Claude and ChatGPT. AI does not replace a licensed attorney — this course teaches you to use AI as a powerful tool to accelerate your work.
AI for Legal, Finance & Operations
A course on applying AI to legal, finance, and operations work, with a focus on safe rollout and keeping a human in the loop.
AI for Sales and LinkedIn outreach
A course on how AI helps in sales and outreach — without mass blasting and without getting accounts banned.
Advanced Prompt Engineering
Deep dive into prompt engineering techniques: chain-of-thought, few-shot, self-consistency, tree-of-thoughts, ReAct, meta-prompts, XML structuring, adversarial testing, and automated prompt optimization. Applies to all top LLMs: Claude, GPT-4, Gemini.
Anthropic API Fundamentals: Official Course
Anthropic's official API fundamentals course: first request, Messages API format, model selection, generation parameters, streaming, and vision. Real Python code from the Anthropic team.
Anthropic's Prompt Engineering Interactive Tutorial
Anthropic's official interactive tutorial: from basic prompt structure to complex prompts from scratch. 10 chapters with exercises, examples, and real patterns from the Claude team.
ChatGPT for Work and Business
A course on practical day-to-day use of ChatGPT: correspondence, documents, voice, custom GPTs, projects.
Claude API from A to Z
A complete course on the Anthropic Claude API for developers: Messages API, model selection, prompt engineering for Claude, tool use, streaming, batch API, prompt caching, vision, and production patterns. Real code in TypeScript and Python.
Claude Code & Agentic Development
Practical course on Claude Code — Anthropic's CLI tool for agentic development. Installation and setup, working with large codebases, CLAUDE.md, slash commands, MCP servers in IDE, custom workflows, and effective patterns for working with an agent on real projects.
Claude for Analysis, Writing, and Code
A course on what makes Claude special: long context, careful work with documents, coding via Claude Code.
DeepSeek, Qwen, Mistral, and Open-Source Models
A course on open-weight models: where they're already comparable to the flagships, where they aren't, and how to apply them.
Design with Claude: from idea to design system
How to use Claude for design work: from rough sketches to a complete design system. Full breakdown of the design.md format — structure, tokens, components, screens. Working with tools: Stitch MCP for UI generation, Figma integration. Patterns for iterative design and component documentation through AI dialogue.
Gemini API & Google AI
Hands-on course on Google Gemini API: from first request to multimodal apps with vision, audio, and video. Gemini 2.0 Flash, Gemini 1.5 Pro, Live API, function calling, Search grounding, code execution, context caching, and Vertex AI enterprise deployment. Real code in Python and JavaScript.
Gemini Cookbook: Official Quickstarts
Google's official Gemini quickstarts: function calling, audio, File API, caching, code execution, embeddings, and Live API. Real Python code from the Google team.
Gemini and the Google AI Ecosystem
A course on Gemini, NotebookLM, Workspace integrations, and when they beat ChatGPT/Claude.
Gemini in Practice: Real Google Examples
8 advanced examples from the Google team: ReAct agent, search grounding, PDF entity extraction, function calling chatbot, anomaly detection with embeddings, and GitHub issue analysis.
Generative AI Fundamentals
A practical course for anyone who wants to understand how generative AI works, how to communicate with models, avoid common pitfalls, and embed AI into daily tasks. No math — just working concepts and concrete techniques.
Grok and the Realtime Approach
When xAI's Grok, with access to the X feed, becomes useful and where its limits are.
Local LLM: Ollama, LM Studio, private stack
A course on running models locally. Why, how, what to pick for your hardware, and how to use it in production.
MCP, tools, and integrations
A course on MCP — the standard for connecting tools and context to an LLM. What it is, how to use it, what to build yourself.
OpenAI API from A to Z
A complete course on the OpenAI API for developers: Chat Completions, model selection (gpt-4o, o1/o3), tokens and cost, structured outputs, vision and audio, Assistants API v2, function calling, streaming, embeddings, and production patterns. Real TypeScript and Python code with current parameter names (2025).
OpenAI Agents & Orchestration
Official OpenAI examples for building agents: agent orchestration, coding agent with GPT-4.1, reasoning + function calls, multi-agent systems with structured outputs. Real code from the OpenAI team.
OpenAI Audio & Vision: Whisper and GPT-4V
Official OpenAI examples for audio and vision: transcription with Whisper, prompting for better results, Realtime API, call summarization, and image tagging with GPT-4V.
OpenAI Cookbook: Official Recipes
Official OpenAI examples: Assistants API, function calling, embeddings, meta-prompting, vision, hallucination guardrails, data extraction, and fine-tuning. Real Python code from the OpenAI team.
OpenAI Embeddings: Complete Guide
Official OpenAI examples: classification, clustering, semantic search, Q&A, recommendations, code search, and reranking with cross-encoders. Real Python code from the OpenAI team.
OpenAI Fine-tuning: From Data to DPO
Official OpenAI fine-tuning examples: data preparation, chat model fine-tuning, Direct Preference Optimization, model distillation, and Reinforcement Fine-Tuning. Real code from the OpenAI team.
OpenAI RAG & Production Patterns
Official OpenAI production examples: PDF parsing for RAG, Q&A via Search API, prompt caching, rate limit handling, long document summarization, and entity extraction. Real code from the OpenAI team.
Perplexity for Research
A course on using Perplexity as a next-generation search engine — with citations, filters, and Spaces.
Prompt Engineering from Scratch
A practical course on working with prompts. Not 'magic', but a handful of engineering techniques that turn 'vibes' into systematic use of models.
Prompt Evaluations: Anthropic's Official Course
How to measure and improve prompt quality: code-graded evals, model-graded assessments, workbench tests, PromptFoo. Anthropic's methodology for production systems.
RAG & Vector Databases
Complete guide to Retrieval-Augmented Generation: from embeddings and chunking to production RAG pipelines with Pinecone, Qdrant, pgvector. Covers semantic search, hybrid search (BM25 + dense), reranking, evaluation (RAGAS), and patterns for documents, code, and multimodal data.
RAG and working with documents
A course on Retrieval Augmented Generation: when you need it, how to build it, where it breaks.
Real World Prompting
Anthropic's official course: applying Claude in healthcare, customer support, call summarization, and advanced scenarios. Real cases with production code.
SEO with AI
Practical course on SEO with AI: keyword clustering, generating meta tags and titles, writing SEO content without keyword stuffing, technical SEO, competitor analysis, link building, and rank monitoring. Real prompts for Claude and ChatGPT.
Tool Use in Claude: Official Course
Anthropic's official tool use course: from your first tool to a complex multi-tool chatbot. Real code from Anthropic's production examples.
n8n / Make / Zapier automation
A course on automations with LLM nodes. When to pick which tool, how to avoid "spaghetti," and how to pay reasonably.
n8n AI Automations
Practical course on building AI automations in n8n: integrating ChatGPT, Claude, and Gemini via HTTP nodes and built-in AI nodes. Creating AI agents in n8n with memory, tools, and webhook triggers. Real business workflows: email processing, Telegram bots, CRM integrations, and content automation.