Data Analysis and Prediction Website

Arpan

Arpan Goswami

The Problem

Let’s say you’re a business analyst, a startup founder, or a student working on a research project. You’ve collected data — sales figures, survey responses, performance metrics — but analyzing and modeling that data feels like trying to read a book in a foreign language. You're not a programmer, and writing Python scripts for machine learning models or data visualization sounds intimidating. You want insights, not syntax errors. What if there was a way to explore, visualize, and even model your data without writing a single line of code?

The Process

That’s where AI No-Code came into play. The idea was to bridge the gap between raw data and meaningful insights without requiring technical expertise. With the accessibility of Streamlit, the goal was to create a sleek, easy-to-use platform where anyone — regardless of coding background — could upload datasets, view graphs, run machine learning models, and evaluate their performance. The result? A clean, interactive no-code tool powered by the simplicity of Python under the hood, but wrapped in a fully visual interface.

The Solution

AI No-Code is a web-based data science playground that allows users to upload their data, explore it visually, and train/test ML models — all through an intuitive UI. It supports multiple visualization types (line charts, bar graphs, scatter plots, and more) and offers automated training pipelines using common supervised learning algorithms like Logistic Regression, Decision Trees, and Random Forests.
Once a dataset is uploaded, users can instantly explore data summaries, generate meaningful visualizations, and configure ML models for training and evaluation — all with no code involved. It’s designed to empower anyone to make data-driven decisions, test hypotheses, or prototype ideas quickly and confidently.

Empowering Non-Tech Users with AI

AI No-Code is a testament to democratizing data science. Whether you're preparing a business report or conducting academic research, this tool removes the barrier of programming and puts powerful analytics directly into your hands. It’s about empowering non-developers to harness the power of AI, one click at a time.

Check Out the App

Curious to try it? Upload your dataset and unlock a world of data exploration, modeling, and visualization — no coding required. Try AI No-Code now at https://ai-nocode-arpan.streamlit.app/. Let your data speak.
Let me know if you want an enterprise-tailored version or product showcase variant!
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Posted Jul 28, 2025

A Streamlit website that provided an user interface to Show and analyze the data, visualize multiple graphs, and fit the data to ML models along with test them.