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YouTube Playlists to Learn Machine Learning and Deep Learning.

YouTube Playlists by Krish Naik --->

Machine Learning
Deep Learning

YouTube Playlists by Codebasics --->

Machine Learning
Deep Learning

YouTube Playlists by Andrew Ng --->

Machine Learning
Deep Learning

YouTube Playlists by Sentdex --->

Machine Learning
Deep Learning

YouTube Playlists by Simplilearn --->

Machine Learning
Deep Learning

YouTube Playlists by edureka! --->

Machine Learning
Deep Learning

YouTube Playlists by FreeCodeCamp --->

ML+DL

👉 Join @Artificial_Intelligence_DS for More

🔉 𝐌𝐮𝐬𝐭-𝐖𝐚𝐭𝐜𝐡 𝐀𝐈 𝐓𝐞𝐝 𝐓𝐚𝐥𝐤𝐬

⏩ The inside story of ChatGPT's astonishing potential by Greg Brockman. https://youtu.be/C_78DM8fG6E?si=kdGNA1PvO1lb7L8t

⏩ How AI could save (not destroy) education by Sal Khan
https://youtu.be/hJP5GqnTrNo?si=wlD-SOjr5ZxLQ0vQ

⏩ How to keep AI under control by Max Tegmark
https://youtu.be/xUNx_PxNHrY?si=e8JDz9up3IRYmBo5

⏩ How to think computationally about AI, the universe, and everything by Stephen Wolfram
https://youtu.be/fLMZAHyrpyo?si=5O1b63qgga89rEOb

⏩ The dark side of competition in AI by Liv Boeree
https://youtu.be/WX_vN1QYgmE?si=QDMlKkrxqrSCdFkr

⏩ How AI art could enhance humanity's collective memory by Refik Anadol
https://youtu.be/iz7diOuaTos?si=iyQOF20jZp78hfo2

⏩ Why AI is incredibly smart and shockingly stupid by Yejin Choil
https://youtu.be/SvBR0OGT5VI?si=rLhDzmohC_dPfrtM

⏩ Will superintelligent AI end the world by Eliezer Yudkowsky
https://youtu.be/Yd0yQ9yxSYY?si=JqN2yNgP0IOTnjN1

⏩ Kai-Fu Lee: How AI can save our humanity | TED Talk
https://bit.ly/44SC1ss

❗Generative AI is EVERYWHERE right now.

So I've searched the internet for the best 10 FREE digital trainings available to really get started with #GenAI.

🔍 Beginner Level Courses:

1. Fundamentals of Generative AI for Beginners with Curtis Morton on Coursera - https://www.coursera.org/learn/aws-generative-ai-for-beginners

2. Introduction to Generative AI by Google Cloud - https://www.cloudskillsboost.google/course_templates/536

3. Generative AI for Everyone with Andrew Ng on Coursera - https://www.coursera.org/learn/generative-ai-for-everyone

4. Snowflake Data Academy for Generative AI on Snowflake - https://www.snowflake.com/data-cloud-academy-generative-ai-llm/

5. Foundations of Prompt Engineer on AWS SkillBuilder (FREE) - https://explore.skillbuilder.aws/learn/course/external/view/elearning/17763/foundations-of-prompt-engineering

6. Introduction to Large Language Models (LLMs)* with Google on Coursera - https://www.coursera.org/learn/introduction-to-large-language-models?action=enroll


🛑 Intermediate/Advanced Level Courses:

1. Encoder - Decoder Architecture with Google* on Coursera - https://www.coursera.org/learn/encoder-decoder-architecture

2. Attention Mechanisms with Google* on Coursera - https://www.coursera.org/learn/attention-mechanism

3. Probabalistic Deep Learning* with TensorFlow and Imperial College London on Coursera - https://www.coursera.org/learn/probabilistic-deep-learning-with-tensorflow2

4. Generative AI with Large Language Models* with DeepLearning.AI on Coursera - Introduction to Large Language Models (LLMs) with Google on Coursera - https://www.coursera.org/learn/introduction-to-large-language-models

*Any course I've marked with an * can be accessed as a part of a free trial - so please pick wisely! Anything without the * is free of charge and should be consumed!

Oftentimes, Coursera will allow you to take these courses FREE as an audit of the content.

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🖥 Roadmap of free courses for learning Python and Machine learning.

▪Data Science
▪ AI/ML
▪ Web Dev

1. Start with this https://kaggle.com/learn/python

2. Take any one of these

❯ https://openclassrooms.com/courses/6900856-learn-programming-with-python

❯ https://t.me/pythondevelopersindia/76

❯ https://simplilearn.com/learn-python-basics-free-course-skillup

3. Then take this
https://netacad.com/courses/programming/pcap-programming-essentials-python

4. Attempt for this certification
https://freecodecamp.org/learn/scientific-computing-with-python/

5. Take it to next level

❯ Data Scrapping, NumPy, Pandas
https://scaler.com/topics/course/python-for-data-science/

❯ Data Analysis
https://openclassrooms.com/courses/2304731-learn-python-basics-for-data-analysis

❯ Data Visualization
https://kaggle.com/learn/data-visualization

❯ Django
https://openclassrooms.com/courses/6967196-create-a-web-application-with-django

❯ Machine Learning
http://developers.google.com/machine-learning/crash-course

https://t.me/datasciencefun/290

❯ Deep Learning (TensorFlow)
http://kaggle.com/learn/intro-to-deep-learning