CodeEZ-Dev / GenAI

you can learn GenAI from basic from advanced concepts

Generative AI Study Plan

You can learn GenAI from basic from advanced concepts

Prerequisites To Start With

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1. Python Programming Language

1. Complete Python Playlist In English: https://youtu.be/rfscVS0vtbw?si=NUh8Ma3y0FiJZTRI

2.Flask Playlist: https://youtu.be/Z1RJmh_OqeA?si=rfxGH65muN4hfuAO

3. Fast API Tutorials: https://youtu.be/tLKKmouUams?si=9SjAFOvDxI3jyXPP

2. Database

1. MYSQL: https://youtu.be/HXV3zeQKqGY?si=W51BHG4HQ3QJWqA5

2. NoSQL: https://youtu.be/xh4gy1lbL2k?si=iKziWnrJdO3QVpM2

3. Excel

1. Basic Excel: https://youtu.be/Vl0H-qTclOg?si=Dp1C-3YQ9SvTUoF6

4. Statistics & Probability

1. Statistics: https://youtu.be/xxpc-HPKN28?si=zaojv_R00qxmbUbY

1. Probability: https://youtube.com/playlist?list=PLC58778F28211FA19&si=MRwm6DX5huNUX8ij

5. Power BI

1. Power BI Dashboard: https://youtu.be/e6QD8lP-m6E?si=LKU0uGLlqCbWXxHB

6. Machine Learning

1. Machine Learning:https://youtu.be/bmmQA8A-yUA?si=zKl1mb0Gfhe0Rs3I

7. Deep Learning

1. Deep Learning:https://youtu.be/VyWAvY2CF9c?si=b_dh6NQOMdndfpPK

Deep learning interview: https://youtu.be/BAregq0sdyY?si=iLQo3pwoSMBQcxQs

8. NLP Basics & Advanced

1. NLP Basics: https://youtu.be/ENLEjGozrio?si=1hfnWrKnEENoJS_p

2. NLP Advanced: https://youtube.com/playlist?list=PLZoTAELRMXVMdJ5sqbCK2LiM0HhQVWNzm&si=L01qhHz3aeW6N7u3

9. Transformer Architecture

1. Understand more on transformer architecture : https://youtube.com/playlist?list=PLTl9hO2Oobd97qfWC40gOSU8C0iu0m2l4&si=dd61ywd0y4cPBy7A

10. Generative AI

1. OpenAI: https://youtu.be/qHPonmSX4Ms?si=qYuRlx8qjlhLcDJn

2. Geminipro:https://youtu.be/mEsleV16qdo?si=i8p1b6rC9Eq3o_mq

3. LLMA: https://youtu.be/UU1WVnMk4E8?si=71EJbHrGyNXDhNtG

4. Langchain: https://youtu.be/x0AnCE9SE4A?si=YXscti9BObQMQq3S

5. Streamlit: https://youtu.be/JwSS70SZdyM?si=HLwCX8LRJSULQiIi

6. Gradio : https://youtu.be/RiCQzBluTxU?si=sd5rdtnSCHEOFAr_

7. RAG : https://youtu.be/sVcwVQRHIc8?si=V-hDI6Es60USeg78

8. Fine Tuning LLM: https://youtu.be/t-0s_2uZZU0?si=dYownE-oAL4BYQzI

9. Vector Database: https://youtu.be/JEBDfGqrAUA?si=cicwDE1LLdECBHBZ

10. Prompt Engineering: https://youtu.be/_ZvnD73m40o?si=dCkD7fkSdZoz7_5r

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Above given topics are update every day.

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Thank you & Happy learning!!!!