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Heiye!

I am Aayush ∞ Shah and I am a Data Science passioniate from Bhuj and trying to move on to leave comfortzone. I love to learn things but hate when I don't note them down make it accessible to everyone. Have made many projects and content in the form of books available on my GitHub.

Passoniate in:

🤓  Learning & Noting stuff — Beautifully.
👨‍💻  Creating things from scratch.
✨  Pretty write styling.
🤩  Presenting beautiful vizzes.
🎨  UI Designer by Hobby.

Proffessional in:

💡  Grabbing insights from handsome data.
📈  Analyzing trends and presentation in simple words.
🤖  Training and Predicting using ML models.
🎯  Evaluation of models and improving accuracy.
#️⃣  Statistics and data metrices.

Currently Learning:

🧑🏻‍💻 The DSA course from Zero-to-Mastery

Handy code snippents:

📜 My Gists: Here, I have stored many useful code snippets which become handy across the projects.

My Special Friends:






LinkedIn   •   •  • 

Aayush Shah's Projects

dashplot.ly icon dashplot.ly

This repository includes my jupyter notebooks and data which I have created while learning Dash and Plotly.

datascience_handbook icon datascience_handbook

This repository contains my notes based on the Data Science Handbook by Jake Vanderplas.

datascience_udemy icon datascience_udemy

This repository contains personal notes from the course that I took from Udemy.

edas icon edas

This repository contains my EDAs and trials and approaches to explore the data and find gems from it. Let's find how many did I find.

end2end icon end2end

In Here, I will provide my approaches to solve the ML problem by doing Analysis, Cleaning, Preparing, Pipelining and Training!

git-it icon git-it

To learn Git, Made with Git, Published on GitHub. Git it.

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

llama_index icon llama_index

LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data.

manual-ml icon manual-ml

This repository is full of handmade Machine Learning algorithms that I have coded out after understanding the intuition from the book from Jason Brownlee.

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

neona icon neona

A Neon visualization library based on matplotlib, I love to call it 'Neona'

neural-net-zero-to-hero-with-andrej icon neural-net-zero-to-hero-with-andrej

This repository contains the collection of explorative notebooks pure in python and in the language that we, humans can read. Have tried to compile all lectures from the Andrej Karpathy's 💎 playlist on Neural Networks - which we will end up with building GPT.

pandas_book icon pandas_book

This repository includes my notes in the form of jupyter notes in which I have explained everything that I understood from the book Python for Data Analysis by Wes McKinney.

pythonic-dsa icon pythonic-dsa

[Underdevelopment] A great resource for me and you (who is reading this precious text) for the Data Structures and Algorithms in Python! Not just to view, but to LEARN!

quizz.ly icon quizz.ly

This is a Tkinter based quiz application. A mini try to mini quiz with python (Don't laugh.)

selenium-basics icon selenium-basics

This repository will cover the understanding and the code for the selenium with python. This will cover the basics — you know the first baby step!

short-courses-deeplearning icon short-courses-deeplearning

Here I will put all of my mental notes in structured format while learning the course related to DeepLearning or just LLMs in general!

smote icon smote

This small repository contains the SMOTE implementation from scratch.

timeseries-forecasting icon timeseries-forecasting

This repository contains my notes and how-to on time series forecasting with appealing and engaging notes and explanations. My first tackle on time-series.

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