10 Top 10 Free AI Courses to Kickstart Your AI Engineering Career in 2024 🚀

AI Engineer Resources -

Prerequisites:


Maths -
Linear Algebra: https://youtube.com/playlist?list=PLRDl2inPrWQW1QSWhBU0ki-jq_uElkh2a&si=-phmgbPeW-gJSbmt

Calculus: https://youtube.com/playlist?list=PL0-GT3co4r2wlh6UHTUeQsrf3mlS2lk6x&si=IUz5UfAxbcZQ-pDy


Python-

Tech with Tim: https://www.youtube.com/watch?v=sxTmJE4k0ho

Python for Everybody: https://youtu.be/8DvywoWv6fI?si=VDX76n9e7T8hQ6eW


Data Analysis-

Numpy: https://www.youtube.com/watch?v=QUT1VHiLmmI

Pandas: https://www.youtube.com/watch?v=gtjxAH8uaP0

Matplotlib: https://www.youtube.com/watch?v=3Xc3CA655Y4


Free AI Courses for AI Developers:

For Beginners -

Gen AI for everyone: https://www.coursera.org/learn/generative-ai-for-everyone

Career Essentials with Gen AI: https://www.linkedin.com/learning/paths/career-essentials-in-generative-ai-by-microsoft-and-linkedin

ChatGPT prompt engineering for developers: https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/


For Intermediary -

Machine Learning Andrew NG Stanford: https://www.coursera.org/specializations/machine-learning-introduction
CS50 AI: https://youtube.com/playlist?list=PLhQjrBD2T381PopUTYtMSstgk-hsTGkVm&si=ao8AZv_67k8r93hG

Gen Ai Google Learning Path: https://www.cloudskillsboost.google/paths/118


Advanced -

Building systems with ChatGPT API: https://www.deeplearning.ai/short-courses/building-systems-with-chatgpt/

LangChain and LLM Development: https://www.deeplearning.ai/short-courses/langchain-for-llm-application-development/

Building Generative AI apps with Gradio: https://www.deeplearning.ai/short-courses/building-generative-ai-applications-with-gradio/

Hugging Face LLM: https://huggingface.co/learn/nlp-course/chapter1/1


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CHAPTERS:

00:00 - Intro
00:26 - Prerequisites
Beginner
03:26 - AI Course 1
04:13 - AI Course 2
05:11 - AI Course 3
Intermediary
06:14 - AI Course 4
07:18 - AI Course 5
08:08 - AI Course 6
Advanced
08:58 - AI Course 7
09:51 - AI Course 8
10:28 - AI Course 9
11:00 - AI Course 10
11:32 - Outro


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