With AutoDS, we provide a tool for people that want to use machine learning, data analysis, business analysis, etc but do not want to go through the hassle of building models and training them. This tool provides a no code option for them using StepZen GraphQL.

What it does

This app has multiple features including a exploratory data analysis tool for business intelligence/data analysis/reporting. It also provided the option to run different machine learning models for any data.

How I built it

Using Python, Streamlit, StepZen GraphQL, MongoDB, Scikit Learn, Pandas, XGBoost, and LightGBM.

Challenges I ran into

Getting started with StepZen, providing a smooth and easy UI/UX for the users, interfacing with Web3 data sources.

Accomplishments that I'm proud of

Platform that works for any data source, integration with Web3 data sources, smooth working of uploading a CSV or providing a data source which leads to automated data science result within a minute.

What I learned

StepZen GraphQL

What's next for Automated Data Science using GraphQL

More ML algorithms and integration with more Web3 data sources. Option to export the analysis result as a NFT - so that the user has the right on the analysis result for the data.

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