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Dzanan Ganic's Projects

creating-customer-segments icon creating-customer-segments

In this project, we will analyze a dataset containing data on various customers' annual spending amounts (reported in monetary units) of diverse product categories for internal structure. One goal of this project is to best describe the variation in the different types of customers that a wholesale distributor interacts with. Doing so would equip the distributor with insight into how to best structure their delivery service to meet the needs of each customer.

find-my-fico icon find-my-fico

The iOS IoT app which uses MapKit and MQTT to locate my car.

goedgar icon goedgar

[WIP] Go helper client for U.S. Securities and Exchange Commission EDGAR database

numericalgo icon numericalgo

numericalgo is a set of numerical methods implemented in Golang.

student-intervention-system icon student-intervention-system

Using Supervised Learning techniques to train the classifier to predict whether student needs help passing the year.

synapse icon synapse

Synapse: Matrix reference homeserver

train-a-smartcab-to-drive icon train-a-smartcab-to-drive

In this project I am applying Reinforcement Learning techniques in order to train a smartcab to drive through the grid world. The car has a goal to reach the destination within the deadline while obeying traffic lights and considering other cars which move through the world. In order to accomplish this, I am using Q-Learning algorithm.

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