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Learning paths

Fundamentals to production. Find your level and start at the right place. Every course you enroll in keeps your progress.

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Foundations with no prerequisites. Brand new to this? Pick one and go.

  • 8 courses · about 16 h · Beginner to Advanced

    AI Developer

    Build intelligent AI applications from scratch. Learn Python, AI fundamentals, and progress to building sophisticated AI agents.

    1. 01Python for AI Development
    2. 02AI Fundamentals: Understanding LLMs and Prompting
    3. 03AI Agents Fundamentals
    4. +5 more courses

    Starts with Python for AI Development

  • 3 courses · about 4.5 h · Beginner to Advanced

    Vibe Coder

    Master the art of AI-assisted development. Learn to work effectively with AI tools to build software at unprecedented speed.

    1. 01Vibe Coding Fundamentals: Master AI-Assisted Development
    2. 02Advanced Vibe Coding: Multi-Agent & Complex Projects
    3. 03Project-Based Vibe Coding: Build & Ship with AI

    Starts with Vibe Coding Fundamentals: Master AI-Assisted Development

  • 6 courses · about 10 h · Beginner to Intermediate

    Prompt Engineering

    Craft, test, and harden prompts across every major LLM — from foundations to production.

    1. 01The Prompt Engineering Path — Foundations
    2. 02Prompts for Code & Engineering — The Prompt Engineering Path
    3. 03Cross-Model Mastery — The Prompt Engineering Path
    4. +3 more courses

    Starts with The Prompt Engineering Path — Foundations

  • 7 courses · about 6.5 h · Beginner

    AI for Business

    Apply AI to product, marketing, sales, and strategy without writing code.

    1. 01Prompt Engineering for Business: Master AI Communication
    2. 02AI for Product Managers: Build AI-Powered Products
    3. 03AI Strategy for Leaders: Drive Organizational AI Adoption
    4. +4 more courses

    Starts with Prompt Engineering for Business: Master AI Communication

Build real things

You have the basics — now ship working, production-shaped projects.

  • 5 courses · about 15.5 h · Beginner to Advanced

    Build AI Agents

    Design, build, and ship autonomous agents that reason, plan, and use tools end-to-end.

    1. 01AI Agents Fundamentals
    2. 02Building AI Agents
    3. 03MCP Mastery: Building AI-Powered Integrations with Model Context Protocol
    4. +2 more courses

    Starts with AI Agents Fundamentals

  • 6 courses · about 12.5 h · Intermediate

    LLM Engineer

    Specialize in LLM development, RAG, fine-tuning, and production operations.

    1. 01Local LLM Development with Ollama
    2. 02Fine-tuning LLMs: LoRA, QLoRA & PEFT
    3. 03RAG Systems Mastery
    4. +3 more courses

    Starts with Local LLM Development with Ollama

  • 6 courses · about 8.5 h · Intermediate

    DevOps & MLOps

    Run AI/ML in production. Pipelines, infrastructure, observability, and platform engineering.

    1. 01MLOps Fundamentals: ML Pipelines, Versioning & Production Infrastructure
    2. 02CI/CD for AI/ML Pipelines: Automated Testing, Deployment & GitOps
    3. 03DevSecOps Fundamentals: Security-Integrated CI/CD Pipelines
    4. +3 more courses

    Starts with MLOps Fundamentals: ML Pipelines, Versioning & Production Infrastructure

Specialize

Go deep in a high-leverage domain and lead.

  • 3 courses · about 4.5 h · Intermediate

    Cybersecurity

    Master offensive and defensive security, from bug bounties to cloud security.

    1. 01OSCP Study Guide: Penetration Testing with Kali Linux
    2. 02Bug Bounty Hunting: From Reconnaissance to Reward
    3. 03Cloud Security Fundamentals: AWS, Azure & GCP Protection

    Starts with OSCP Study Guide: Penetration Testing with Kali Linux

  • 4 courses · about 5 h · Intermediate to Advanced

    AI Security

    Protect AI systems from adversarial attacks, prompt injection, and emerging threats.

    1. 01AI Security Fundamentals: Attacks, Defenses & Guardrails
    2. 02LLM Guardrails in Production: Enterprise Safety at Scale
    3. 03Red Teaming AI Systems: Adversarial Testing & Vulnerability Discovery
    4. +1 more course

    Starts with AI Security Fundamentals: Attacks, Defenses & Guardrails

Land the job

Interview-ready, end to end — pair with any path above.

  • 7 courses · about 12 h · Beginner to Advanced

    AI/ML Career Path

    Crack ML, LLM, system-design, and AI-agent interviews — from fundamentals to mocks.

    1. 01ML/AI Career Fundamentals: Resume, Portfolio & Job Search
    2. 02ML/AI Engineer Interviews: Master Technical & Behavioral Rounds
    3. 03LLM Engineer Interviews: Master Prompt Engineering, Fine-tuning & Production
    4. +4 more courses

    Starts with ML/AI Career Fundamentals: Resume, Portfolio & Job Search

  • 10 courses · about 25 h · Intermediate to Advanced

    Engineering Career Path

    Cover the full interview gauntlet: software, system design, frontend, backend, DevOps, security.

    1. 01Software Engineer Interviews: DSA Patterns, System Design & Coding Mastery
    2. 02System Design Interview Mastery: Scalable Architecture from Estimation to Production
    3. 03Frontend Engineer Interviews: React, System Design & Web Performance Mastery
    4. +7 more courses

    Starts with Software Engineer Interviews: DSA Patterns, System Design & Coding Mastery