FREE AI engineering roadmap

This will teach you more in 2026 than a 4-year college degree. Here's the exact 6-step blueprint__

Figure: Flow

1️⃣ STEP 1: Python Programming Foundations
Harvard CS50's Python Programming Course : https://lnkd.in/ePCvXwXP
→ Build unshakeable coding fundamentals
→ 6-8 weeks to Python mastery

2️⃣ STEP 2: Machine Learning Foundations
Stanford CS229: Machine Learning : https://lnkd.in/eEsdZbVc
→ Learn from the legends at Stanford
→ Master ML algorithms and math foundations
→ 10-12 weeks of pure gold

3️⃣ STEP 3: Deep Learning Mastery
Fast.ai Practical Deep Learning : https://course.fast.ai/
→ Jeremy Howard's legendary course
→ Build real AI applications from day 1
→ 8-10 weeks of hands-on projects

4️⃣ STEP 4: Natural Language Processing
Stanford CS224N/Ling284 : https://lnkd.in/ebQZ5_T3
→ Master transformers and language models
→ The foundation of ChatGPT and GPT-4
→ 10-12 weeks of cutting-edge NLP

5️⃣ STEP 5: Generative AI Introduction
Microsoft Generative AI for Beginners
: https://lnkd.in/ewsH8gMT
→ 21 Lessons teaching everything you need to know to start building Generative AI applications
→ 6-8 weeks of creative AI

6️⃣ STEP 6: Large Language Models
LLM University by Cohere : https://cohere.com/llmu
→ Fine-tune and deploy production LLMs
→ Build and deploy LLM models
→ 6-8 weeks of enterprise-level skills

Reference: https://www.linkedin.com/