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AI Foundations

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AI Seeds

Start from zero

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AI Sprouts

Build foundations

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AI Branches

Apply in practice

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AI Canopy

Go deep

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AI Forest

Master AI

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AI Mastery

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AI Sketch

Start from zero

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AI Chisel

Build foundations

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AI Craft

Apply in practice

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AI Polish

Go deep

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AI Masterpiece

Master AI

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AI Practice

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Understanding Open-Source Models

Fundamentals and resources for open-source models

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From Problem to Model Task

Converting business problems to model tasks

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Running Your First Model

See your first results in 30 minutes

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Fine-Tuning and Evaluation

Fine-tune models and evaluate performance

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Application Systems

Build real-world AI applications

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Generative AI

Explore open-source AIGC models

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Agents

Learn Agent frameworks and MCP tools

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Supplementary Fundamentals

LLM basics and evaluation

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Claude Academy

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Claude 101

Learn AI basics with Claude

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Claude Code 101

Code with Claude as your pair programmer

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Introduction to Claude Cowork

Collaborate with Claude on complex projects

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Claude Platform 101

Build apps with the Claude API

Lab

7 experiments loaded
๐ŸงฌNeural Network Sandbox๐Ÿค–AI or Human?๐Ÿฅ‹Prompt Engineering Dojo๐ŸAlgorithm Race๐Ÿง AI Trivia Challenge๐Ÿ—๏ธSystem Design Canvas
๐ŸŽฏMock InterviewEnter the Labโ†’
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Career Development

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Interview Launchpad

Start your journey

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Behavioral Mastery

Master soft skills

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Technical Interviews

Ace the coding round

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AI & ML Interviews

ML interview mastery

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Offer & Beyond

Land the best offer

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๐Ÿ† Level 5

AI Masterpiece

Portfolio-Ready - End-to-End Case Studies

Capstone projects combining DSA, system design, and behavioral skills. Design real systems end-to-end and build your engineering portfolio.

0
Lessons
~10h
Duration
5/5
Level

๐ŸŽฏ What You'll Learn

  • โœ“Complete end-to-end system designs
  • โœ“Perform confidently in mock interviews
  • โœ“Build a standout engineering portfolio

Prerequisites: Completed AI Sketch through AI Polish

๐Ÿ‘ค Who Is This For?

Engineers ready for senior+ roles

๐Ÿท๏ธ Topics Covered

Design Twitter's AI FeedFull Mock InterviewEngineering Portfolio
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Try Our Interactive Experiments

Put theory into practice with hands-on AI experiments you can run right in your browser.

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๐Ÿ“š Lessons

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Lessons Coming Soon

We're crafting these lessons with care. Check back soon!

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