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

About Dataset
A collection of cheat sheets for various data-science related languages and topics


http://t.me/codeprogrammer 🔒

💡 #deeplearning #AI #ML #python

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

http://t.me/codeprogrammer 🔒

💡 #deeplearning #AI #ML #python

✅ Screenshot-To-Code

🔨 This is a simple application that converts a screenshot into HTML/Tailwind CSS code .

✔️ The app uses GPT-4 Vision to generate code and DALL-E 3 to create similar images .

✅ The app has a React/Vite frontend and a FastAPI backend , and requires an OpenAI API key with access to the GPT-4 Vision API .

🔗 links: https://github.com/abi/screenshot-to-code

📂 Tags: #html #openai #chatgpt

http://t.me/codeprogrammer 🔒

📂 Tags: #transformers #python #nlp

http://t.me/codeprogrammer 🔒

The Transformer's encoder clearly explained 👇

📂 Tags: #transformers #python #nlp

http://t.me/codeprogrammer 🔒

The Transformer's decoder clearly explained 👇

📂 Tags: #transformers #python #nlp

http://t.me/codeprogrammer 🔒

The Transformers architecture clearly explained 🫴

K-Means clustering, visually explained

📂 Tags: #python #ML

http://t.me/codeprogrammer 🔒

📂 Tags: #python #ML #SVM

http://t.me/codeprogrammer 🔒

Support Vector Machine clearly explained! 👇

Recurrent Neural Network (RNN) by hand ✍️ Excel

📂 Tags: #python #ML #RNN

http://t.me/codeprogrammer ⭐️

Download Excel file 👇
https://t.me/+Tdshx2j5cZ00N2Ji

Categorical data encoding techniques, visually explained

📂 Tags: #python #ML

http://t.me/codeprogrammer ⭐️

MLP by hand ✍️ Excel

📂 Tags: #python #ML #MLP

http://t.me/codeprogrammer ⭐️

Download Excel file 👇
https://t.me/+Tdshx2j5cZ00N2Ji

LeakyReLU by hand ✍️ Excel

📂 Tags: #python #ML #AI

http://t.me/codeprogrammer ⭐️

Download Excel file 👇
https://t.me/+Tdshx2j5cZ00N2Ji

ResNet by hand ✍️ Excel

📂 Tags: #python #ML #AI

http://t.me/codeprogrammer ⭐️

Download Excel file 👇
https://t.me/+Tdshx2j5cZ00N2Ji

Transformer by hand ✍️ Excel

📂 Tags: #python #ML #Transformer

http://t.me/codeprogrammer ⭐️

Download Excel file 👇
https://t.me/+Tdshx2j5cZ00N2Ji

LSTM by hand ✍️ Excel

📂 Tags: #python #ML #LSTM

http://t.me/codeprogrammer ⭐️

Download Excel file 👇

LSTM by hand ✍️ Excel

📂 Tags: #python #ML #LSTM

http://t.me/codeprogrammer ⭐️

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 ⭐️

Transformer by Hand ✍️ in 5 Minutes with Anna Rahn

📂 Tags: #python #ML #Transformer

http://t.me/codeprogrammer ⭐️

Pandas ➡️ Polars ➡️ SQL ➡️ PySpark translations:

Is it useful to you❓

📂 Tags: #pandas #Polars #sql #Pyspark

http://t.me/codeprogrammer ⭐️

Yan Chen - Transformer: Attention by hand ✍️

Is it useful to you❓

📂 Tags: #ML #TRANSFORMER

http://t.me/codeprogrammer ⭐️