Data Science Cheat Sheets
Quick help to make a data scientist's life easier ✅

http://t.me/codeprogrammer 🔒

💡 #deeplearning #AI #ML #python

AI & ML Guided Projects with Python 👑

Below is a list of guided projects to master AI & ML with Python that you should try ⭐

🔗 Link: https://thecleverprogrammer.com/2024/10/11/ai-ml-projects-with-python/

Is it useful to you❓

📂 Tags: #ML #Ai #Python

http://t.me/codeprogrammer ⭐️

📣 It’s that time again: Free Access Week is around the corner!

Get DataCamp Premium for $0 and explore 500+ data and AI courses between Nov 4–10.

Want to learn Python, SQL, ChatGPT, machine learning, or Power BI for free? Now’s the time.

More info ▶️: https://www.datacamp.com/blog/datacamp-free-access-week

📂 Tags: #DataScience #Python #ML #AI #courses

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The opportunity is not too late, register before it is too late  😮

Free Data and AI Courses with 365 Data Science—Unlimited Access until Nov 21

Link: https://365datascience.com/free-weeks-2024/

📂 Tags: #DataScience #Python #ML #AI #courses

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The opportunity is not too late, register before it is too late  😮

250 Coursera FREE Courses [Data Science, Machine Learning, Python] 2024 🐍

🔗 Link: https://www.mltut.com/coursera-free-courses/

📂 Tags: #DataScience #Python #ML #AI #courses

http://t.me/codeprogrammer ⭐️

The opportunity is not too late, register before it is too late  😮

📕 Python Basics Made Simple!

📷 Course: AI Python for Beginners

👨‍💻 Instructor: Andrew Ng

In the #AIPythonforBeginners course series you'll learn how to identify strings, integers, and floats with the type() function, and build a solid Python foundation for your AI journey.

Enroll Free: https://learn.deeplearning.ai/courses/ai-python-for-beginners

📂 Tags: #DataScience #Python #ML #AI #LLM #BIGDATA #Courses #Transformer

http://t.me/codeprogrammer ⭐️

🪙 Everything you need to get started in machine learning.

Start with Python, explore scikit-learn, and neural networks using PyTorch. Perfect for beginners—get the skills you need to advance your career in just a few hours.

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📂 Tags: #DataScience #Python #ML #AI #LLM #Courses #Pandas #DV #GAN

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🔥 MIT has updated its famous course 6.S191: Introduction to Deep Learning.

The program covers topics of #NLP, #CV, #LLM and the use of technology in medicine, offering a full cycle of training - from theory to practical classes using current versions of libraries.

The course is designed even for beginners: if you know how to take derivatives and multiply matrices, everything else will be explained in the process.

The lectures are released for free on YouTube and the #MIT platform on Mondays, with the first one already available

.

All slides, #code and additional materials can be found at the link provided.

📌 Fresh lecture : https://youtu.be/alfdI7S6wCY?si=6682DD2LlFwmghew

#DataAnalytics #Python #SQL #RProgramming #DataScience #MachineLearning #DeepLearning #Statistics #DataVisualization #PowerBI #Tableau #LinearRegression #Probability #DataWrangling #Excel #AI #ArtificialIntelligence #BigData #DataAnalysis #NeuralNetworks #GAN #LearnDataScience #LLM #RAG #Mathematics #PythonProgramming  #Keras

https://t.me/CodeProgrammer ✅

Four best-advanced university courses on NLP & LLM to advance your skills:

1. Advanced NLP -- Carnegie Mellon University
Link: https://lnkd.in/ddEtMghr

2. Recent Advances on Foundation Models -- University of Waterloo
Link: https://lnkd.in/dbdpUV9v

3. Large Language Model Agents -- University of California, Berkeley
Link: https://lnkd.in/d-MdSM8Y

4. Advanced LLM Agent -- University Berkeley
Link: https://lnkd.in/dvCD4HR4

#LLM #python #AI #Agents #RAG #NLP

💯 BEST DATA SCIENCE CHANNELS ON TELEGRAM 🌟

This GitHub repository is a real treasure trove of free programming books.

Here you'll find hundreds of books on topics like #AI, #blockchain, app development, #game development, #Python #webdevelopment, #promptengineering, and many more ✋

GitHub: https://github.com/EbookFoundation/free-programming-books

https://t.me/CodeProgrammer ⭐

Python Data Visualization: Create impactful visuals, animations and dashboards [EN]

⚡ tags: #python #datascience #ai

🖥 By: https://t.me/Python53

⭐️ BEST DATA SCIENCE CHANNELS ON TELEGRAM ⭐️

9 key concepts of artificial intelligence, explained in 7 minutes

- Tokenization
- #TextDecoding
- #PromptEngineering
- Multi Step #AI Agents
- #RAGs
- #RLHF
- #VAE
- #DiffusionModels
- #LoRA

👉 @Python53

🗂 Building our own mini-Skynet — a collection of 10 powerful AI repositories from big tech companies

1. Generative AI for Beginners and AI Agents for Beginners
Microsoft provides a detailed explanation of generative AI and agent architecture: from theory to practice.

2. LLMs from Scratch
Step-by-step assembly of your own GPT to understand how LLMs are structured "under the hood".

3. OpenAI Cookbook
An official set of examples for working with APIs, RAG systems, and integrating AI into production from OpenAI.

4. Segment Anything and Stable Diffusion
Classic tools for computer vision and image generation from Meta and the CompVis research team.

5. Python 100 Days and Python Data Science Handbook
A powerful resource for Python and data analysis.

6. LLM App Templates and ML for Beginners
Ready-made app templates with LLMs and a structured course on classic machine learning.

If you want to delve deeply into AI or start building your own projects — this is an excellent starting kit.

tags: #github #LLM #AI #ML

➡️ https://t.me/CodeProgrammer