Vitech Data Analysis and Fun

• 

  GUI

• 

  Consumer Perspective

• 

  Company Perspective

Inspiration

We wanted to learn more about machine learning and big data analysis.

What it does

Downloads data really fast and attempts to guess what plan a future customer would buy.

How we built it

We worked to download the data and then try different ways to train our model and then connect it to a GUI.

Challenges we ran into

Downloading the data was really slow, so we changed to a 100 thread approach. The data had weird attributes and our machine learning algorithm struggled to predict the plan they would purchase.

Accomplishments that we're proud of

Downloading the whole data set in 15 minutes with a parallel approach.

What we learned

Multi-threading, GUI, and machine learning.

What's next for Vitech Data Analysis and Fun

We would like to test with a more realistic data set.

Built With

• jupyter
• python
• scikit-learn
• tkinter