Billur Selin Zaza's Projects
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
MLP with Keras framework, GRNN and RBF.
Config files for my GitHub profile.
Peer-Graded Assignment: Capstone Project Notebook | Professional Certificate from IBM is intended for anyone interested in developing skills and experience to pursue a career in Data Science or Machine Learning.
Code and assets to generate the documentation of imgaug
A handwritten multilayer perceptron classifer using numpy.
MLP in Python
Python implementation of General Regression Neural Network (Nadaraya-Watson Estimator). A Feature Selection module based on GRNN is also provided
Radial Basis Function Neural Network implementation for Python
Retinal Vessel Segmentation using U-Net architecture. DRIVE and STARE datasets are used.
Sales Pipeline Analytics
Biomedical Image Segmentation with Squeeze U-Net
Python tensorflow is used to predict trafffic congestion types based on image object recognition
This code retrieves the live traffic json file from TomTom, and cleans this data to replicate the live chart shown on the webpage.
a traffic density forecast model for ฤฐstanbul in July-November 2020
Data Science project on Traffic and License data set. Includes EDA and Hypothesis Testing.