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Gen AI Roadmap | Generative AI Roadmap 2025

codebasics

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Generative AI engineer career role is in much demand due to ongoing AI boom. In this video, we will discuss a practical roadmap to learn gen ai with week by week study plan using free learning resources.

Roadmap PDF link: https://resources.codebasics.io/oghcgi

⭐️ Timestamps ⭐️
0:00 Introduction
03:31 Beginner's Python
07:05 Data Structures & Algorithms in Python
09:10 Advanced Python
16:56 Databases: Relational DB and SQL
19:11 APIs and Backend Development
22:26 Version Control (Git, GitHub)
26:53 Databases: NoSQL DB
29:56 Numpy, Pandas, Data Visualization
32:42 Math for Gen AI
36:55 Statistical Machine Learning
42:55 Deep Learning
46:52 Natural Language Processing
49:21 Gen AI Basics
51:21 Gen AI Advanced
54:41 Gen AI Projects
58:04 Tips for Effective Learning

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20 Comments

@codebasics Creator 10 months ago (edited) Pinned

You can check out our in-demand Gen AI & Data Science Bootcamp 2.0 with practical job assistance for structured learning of ML, Deep Learning, NLP concepts and GenAI systems 👇
https://codebasics.io/bootcamps/gen-ai-data-science-bootcamp-with-virtual-internship

@codeflying-n6d 1 year ago

i've already started my AI Enginnering road and now it's been like 6 months , i learned all machine learning basics and deep learning (CNN , RNN , LSTM , GRU , object detection using YOLO , image segmentation , transformers (encoder , decoder) using the libraries (numpy , maptlotlib , pandas , seaborn , matplotlib , sickit-learn , keras tensorflow , pytorch , opencv , transformers , and the basics ones like os , Ipython ...) + streamlit )
and now i'm still grinding in the gen ai , i face lots of problems everyday but i'll keep on going no matter what , so i'm leaving this comment here for the future me

@nandeepbarochiya 1 year ago

Absolutely brilliant roadmap! The way you broke down the learning path week-by-week with practical resources and real-world advice makes this the most actionable guide I’ve seen for aspiring AI engineers. Thank you for making such complex topics so approachable and motivating-subscribed for more!

@Mercan-j5t 1 year ago

There is no word for me to explain how you hepl me. Thanks a lot

@richajain4118 6 months ago

Thankyou Dhaval ! I am starting the course now following your roadmap , trusting the process . fingers crossed , see you in 6 months .

@farzibhakt6208 1 year ago

Leaving this comment for the all fellow who are starting on this roadmap. We can check in here and keep each other motivated. Lest Go!!

@achintomondal-y2m 1 year ago

Very effective and motivational video. Thanks for sharing the roadmap pdf as well.

@vjaykrsna 1 year ago

Solid roadmap, little longer than expected for me but it will be worth it.

@HaseebAhmad-s4r 1 year ago

very effective video great knowledge i will try to implement this road map hope so it turned out to be successful fo rme

@capamerica1275 11 months ago

Thank you very much sir... that's great ❤🎉

@abdallahlakkis449 1 year ago

love your content. its always valuable and simplifies complex topics. But can u give us a roadmap for actual projects or systems to build instead of courses?

@VishalKanade-dc9rt 1 year ago

Nice roadmap for me thank you sir

@vijaybhaskarreddykalluri4152 1 year ago

Thank you sir for presenting with me the right road map . I understand the importance of soft skills and how to improve them. This is a really very good video. Once again thank you sir.

@suvendhushekharpradhan2384 1 year ago

Awesome roadmap , i have been looking for this kind of roadmaps

@sandeshsarje2206 1 year ago

Thank You Sir✅💯✌🤞

@richagaur1339 1 year ago

I come back to this video again and again. May I also request you to suggest a career roadmap for AI Product Manager for experienced professionals

@yosephnegash2110 1 year ago

I'm just beginning my journey in generative AI, and this roadmap feels truly meaningful. I plan to follow it with dedication, and I’m confident that it will help me grow into a capable and skilled person in this field.

@saadkhanmulla1033 1 year ago

sir, i am a fresher and last month i have joined one company , working as a backend developer and i want to become a gen ai eng for that i am going to follow your guidance from today , thanks for sharing.