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89 total lessons 12 modules $49 lifetime access 30+ hands-on exercises
89
LESSONS
12
MODULES
30+
EXERCISES
$49
LIFETIME
0
FLUFF
FREE LESSONS

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01
What is Claude and Why It's Different
Not just another LLM intro - understand the design philosophy that makes Claude behave differently under pressure.
FREE
Constitutional AI Claude vs GPT vs Gemini When to use Claude Model families
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02
The Claude Model Lineup: Haiku, Sonnet, Opus
Pick the wrong model and you'll burn 10x the money for 20% better output. Learn the real tradeoffs.
FREE
Haiku vs Sonnet vs Opus Cost per token Speed vs quality Model selection logic
Open Lesson 02 →
03
Tokens and Context Windows Explained
Everything downstream - cost, speed, memory, RAG design - depends on understanding this. Get it right once.
FREE
What is a token Context window limits Input vs output cost Practical implications
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FULL COURSE

What You'll Build by the End

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Production API Integrations

Multi-turn conversations, streaming responses, structured extraction. Patterns that hold at scale.

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Prompt Engineering Systems

XML tagging, chain-of-thought, few-shot examples, role prompting. Not tricks - frameworks.

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Eval Pipelines

Automated test suites that catch prompt regressions before they ship. Model-graded quality checks.

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Tool Use + Agents

Claude calling real APIs, web search, file edit. JSON schema tool definitions that actually work.

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RAG Systems

Vector search, BM25, reranking, contextual retrieval. Your data + Claude = custom knowledge base.

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MCP Servers

Model Context Protocol from scratch. STDIO and HTTP transports, database connectors, production deployment.

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Multi-Agent Architectures

Parallelization, chaining, routing. The brain+muscles pattern - expensive model decides, cheap model executes.

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Cloud Deployment

AWS Bedrock, Google Vertex AI. Enterprise compliance, cost optimization, horizontal scaling.

WHAT PEOPLE SAY

From Developers Who Shipped

* EXAMPLE TESTIMONIALS - clearly marked as illustrative
★★★★★
"The MCP module alone saved me a week of documentation diving. The exercises aren't toy examples - I used the database connector template directly in production."
SR
Sanjay R.
BACKEND ENGINEER
★★★★★
"I'd watched 30 hours of AI tutorials that never got past 'here's a hello world.' This course starts at lesson 3 where others end. The eval pipeline module changed how I build prompts."
AM
Alex M.
INDIE DEVELOPER
★★★★★
"The prompt caching section paid for the course in my first API bill. 90% cost reduction on a pipeline that was costing $200/month. Now it's under $20."
KT
Kenji T.
ML ENGINEER
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12 modules - 89 lessons - 30+ exercises - complete source code - lifetime updates

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