Many students, beginners, and small businesses have access to large amounts of data but find the machine learning process difficult and time-consuming. Tasks such as cleaning data, selecting suitable models, splitting data into training and testing sets, and evaluating model performance often require technical knowledge and multiple tools.
This inspired us to build InsightFlow AI, a single platform that simplifies the machine learning workflow. The goal was to create a tool where users can upload a dataset, explore and prepare the data, train multiple machine learning models, compare their performance, and make predictions in one place.
We wanted to make machine learning more accessible and practical for students and beginners while still following the essential steps of a real-world ML workflow.
Built With
- analysis
- analytics
- artificial
- automl
- classification
- data
- engineering
- evaluation
- feature
- learning
- machine
- model
- numpy
- pandas
- plotly
- predictive
- preprocessing
- python
- regression
- science
- scikit-learn
- streamlit
- training
- visualization
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