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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Join MarkitUpX Discord Server: https://discord.gg/fwSpTje4rh
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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