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

http://t.me/codeprogrammer 🔒

💡 #deeplearning #AI #ML #python

Web scraping will never be the same!

Crawl4AI simplifies web crawling and data extraction, making it ready to use for LLMs and AI applications.

Here’s why it’s a game-changer:

🆓 Free and open-source
⭐️ Blazing fast performance,
🤖 LLM-friendly output formats (JSON, cleaned HTML, markdown)
🌍 Supports crawling multiple URLs simultaneously
🎨 Extracts all media tags (Images, Audio, Video)
🔗 Extracts all external and internal links

But that’s not all:

📚 Extracts metadata from pages
✅ User-agent customization
✅ Takes screenshots of pages
📄 Executes custom JavaScript before crawling

📂 Tags: #python #ML #LLM

http://t.me/codeprogrammer ⭐️

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

http://t.me/codeprogrammer ⭐️

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

http://t.me/codeprogrammer ⭐️

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.

Start for free ▶️ ow.ly/HBtl50UtwCA

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

http://t.me/codeprogrammer ⭐️

Transformer by Hand ✍️ in 5 Minutes with Anna Rahn

📂 Tags: #python #ML #Transformer

http://t.me/codeprogrammer 🌟

🗂 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

🗂 20 free MIT courses — the entire Computer Science base in one place

#MIT has made courses in key CS areas publicly available. #Python, #algorithms, #ML, neural networks, #OS, #databases, #mathematics — all can be completed for free directly on #YouTube.

▶️ Introduction to Python Programming
▶️ Data Structures and Algorithms
▶️ Mathematics for Computer Science
▶️ Machine Learning
▶️ Deep Learning
▶️ Artificial Intelligence
▶️ Machine Learning in Healthcare
▶️ Database Management Systems
▶️ Operating Systems
▶️ One-Variable Calculus
▶️ Many-Variable Calculus
▶️ Introduction to Probability Theory
▶️ Statistics
▶️ Probability Theory and Statistics
▶️ Linear Algebra
▶️ Matrix Calculus for Machine Learning
▶️ Java Programming
▶️ Design and Analysis of Algorithms
▶️ Advanced Data Structures
▶️ Introduction to Computational Thinking

tags: #courses

➡https://t.me/python53