Startup Profit Predictor

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  Startup Profit Predictor

Inspiration 🎇

Beginning with a new startup can be pretty challenging. You need to manage all kinds of expenditures and focus on the smooth working too. That's why I thought of creating something to ease up this process.

What it does ❓❗

This 'Startup Profit Predictor' is exactly the tool that is needed. All you need to do is to enter your different kinds of expenditures such as R&D expenditure, Marketing and Administration spend and the state where you are based in the U.S. That's it! You're ready to boom up your startup!!

How I built it ⚙

I used Machine Learning in order make the predictions. The model is a Random Forest Regressor model. The GUI is built using tkinter. I also did a very deep preprocessing on the dataset so the predictions are made on as clean data as possible which resulted in extremely good accuracy.

Challenges I ran into 🎢

The GUI was something that was new for me. Creating all the different windows and adding the labels took a lot of time.

Accomplishments that I'm proud of 😎

1. The final model is 96.91% accurate.
2. The GUI ran successfully.
3. All the elements in the GUI are looking nice and are perfectly working.

What I learned 📈

Mainly I learnt the process of making GUI with the help of tkinter. Also learnt to add various parameters in the GUI to make it more effective and good looking.

What's next for Startup Profit Predictor 🔥

Definitely making a web app using flask and deployment on Heroku.

Built With

• jupyter
• machine-learning
• python