AI Engineer Roadmap | How I'd Learn AI in 2026
With the ongoing AI boom, one career role that has gained a lot of demand is AI engineer or ML engineer. In this video, we will look at the complete roadmap to learn skills required for the AI engineer role in 2026 using free learning resources, week-by-week studyplan and checklists. This video also shows how I'd learn AI if I had to start over.
Roadmap PDF: https://codebasics.io/resources/ai-engineer-roadmap-2026
Codebasics AI bootcamp: https://codebasics.io/bootcamps/gen-ai-data-science-bootcamp-with-virtual-internship
Karan's LinkedIn (Atliq's CEO featured in this video) : https://www.linkedin.com/in/groverkds/
Atliq's Website: https://www.atliq.com/
⭐️ Timestamps ⭐️
00:00:00 Intro
00:01:31 Salaries & different categories
00:04:07 Suitability test
00:04:47 Skills that are in demand
00:05:54 Tech skills vs core skills
00:06:32 AI engineer categories
00:11:24 Conversation with AtliQ CEO
00:22:42 AI Basics + Beginner’s Python
00:25:53 Data Structures and Algorithms in Python
00:28:44 Advanced Python
00:35:11 Version Control (Git, GitHub)
00:39:14 NumPy, Pandas, Data Visualization, SQL
00:40:48 Maths & Statistics for AI
00:42:37 Machine Learning
00:46:46 DevOps, MLOps, FastAPI
00:50:34 Machine Learning Projects
00:52:53 Deep Learning
00:55:16 NLP or Computer Vision
00:57:20 Gen AI and Agentic AI
00:58:32 Gen AI and Agentic AI projects
00:59:22 Unguided AI Projects
01:01:35Azure or AWS
01:03:45 Week 33 onwards
01:04:23 Tips
Do you want to learn technology from me? Check https://codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description for my affordable video courses.
Need help building software or data analytics/AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website.
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Python Tutorial - 1. Install python on windows
codebasics
Python Tutorial - 2. Variables
codebasics
Python Tutorial - 3. Numbers
codebasics
Python Tutorial - 4. Strings
codebasics
Python Tutorial - 5. Lists
codebasics
Python Tutorial - 6. Install PyCharm on Windows
codebasics
PyCharm Tutorial - 7. Debug python code using PyCharm
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Python Tutorial - 8. If Statement
codebasics
Python Tutorial - 9. For loop
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Python Tutorial - 10. Functions
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Python Tutorial - 11. Dictionaries and Tuples
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Python Tutorial - 12. Modules
codebasics
Python Tutorial - 13. Reading/Writing Files
codebasics
How to install Julia on Windows
codebasics
Python Tutorial - 14. Working With JSON
codebasics
Julia Tutorial - 1. Variables
codebasics
Julia Tutorial - 2. Numbers
codebasics
Python Tutorial - 15. if __name__ == "__main__"
codebasics
Julia Tutorial - Why Should I Learn Julia Programming Language
codebasics
Python Tutorial - 16. Exception Handling
codebasics
Julia Tutorial - 3. Complex and Rational Numbers
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Julia Tutorial - 4. Strings
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Python Tutorial - 17. Class and Objects
codebasics
Julia Tutorial - 5. Functions
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Julia Tutorial - 6. If Statement and Ternary Operator
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Julia Tutorial - 7. For While Loop
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Python Tutorial - 18. Inheritance
codebasics
Julia Tutorial - 8. begin and (;) Compound Expressions
codebasics
Python Tutorial - 12.1 - Install Python Module (using pip)
codebasics
Julia Tutorial - 9. Tasks (a.k.a. Generators or Coroutines)
codebasics
Julia Tutorial - 10. Exception Handling
codebasics
Python Tutorial - 19. Multiple Inheritance
codebasics
Python Tutorial - 20. Raise Exception And Finally
codebasics
Python Tutorial - 21. Iterators
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Python Tutorial - 22. Generators
codebasics
Python Tutorial - 23. List Set Dict Comprehensions
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Python Tutorial - 24. Sets and Frozen Sets
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Python Tutorial - 25. Command line argument processing using argparse
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Debugging Tips - What is bug and debugging?
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Debugging Tips - Conditional Breakpoint
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Debugging Tips - Watches and Call Stack
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Python Tutorial - 26. Multithreading - Introduction
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Git Tutorial 3: How To Install Git
codebasics
Git Tutorial 1: What is git / What is version control system?
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Git Tutorial 2 : What is Github? | github tutorial
codebasics
Git Tutorial 4: Basic Commands: add, commit, push
codebasics
Git Tutorial 5: Undoing/Reverting/Resetting code changes
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Git Tutorial 6: Branches (Create, Merge, Delete a branch)
codebasics
Git Github Tutorial 10: What is Pull Request?
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Git Tutorial 7: What is HEAD?
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Git Tutorial 9: Diff and Merge using meld
codebasics
Difference between Multiprocessing and Multithreading
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Python Tutorial - 27. Multiprocessing Introduction
codebasics
Python Tutorial - 28. Sharing Data Between Processes Using Array and Value
codebasics
Git Tutorial 8 - .gitignore file
codebasics
Python Tutorial - 29. Sharing Data Between Processes Using Multiprocessing Queue
codebasics
Python Tutorial - 30. Multiprocessing Lock
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Python Tutorial - 31. Multiprocessing Pool (Map Reduce)
codebasics
What is code?
codebasics
Python unit testing - pytest introduction
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Chapters (23)
Intro
1:31
Salaries & different categories
4:07
Suitability test
4:47
Skills that are in demand
5:54
Tech skills vs core skills
6:32
AI engineer categories
11:24
Conversation with AtliQ CEO
22:42
AI Basics + Beginner’s Python
25:53
Data Structures and Algorithms in Python
28:44
Advanced Python
35:11
Version Control (Git, GitHub)
39:14
NumPy, Pandas, Data Visualization, SQL
40:48
Maths & Statistics for AI
42:37
Machine Learning
46:46
DevOps, MLOps, FastAPI
50:34
Machine Learning Projects
52:53
Deep Learning
55:16
NLP or Computer Vision
57:20
Gen AI and Agentic AI
58:32
Gen AI and Agentic AI projects
59:22
Unguided AI Projects
1:03:45
Week 33 onwards
1:04:23
Tips
🎓
Tutor Explanation
DeepCamp AI