Leukemia describes a group of blood disorders characterized by the dysfunctional production and development of lymphocytes, a type of white blood cell. In this notebook, 2 different models are pro...
Pneumonia Classification with PyTorch
Pneumonia is an infection that inflames the air sacs in one or both lungs. The air sacs may fill with fluid or pus (purulent material), causing cough with phlegm or pus, fever, chills, and difficul...
How Does Apache Spark Handle Large-Scale Data?
In this presentation, on which I have been working as my research project for Enterprise Information Systems class at Boğaziçi University, I tried to provide a simple explanation on Apache Spark’s ...
Building an MRP Database Model with MySQL
Introduction In this study, a set of SQL calculations are programmed to implement the Material Resources Planning Algorithm (MRP). The queries include a sequence of statements to create a sample d...
Solving Traveling Salesman Problem with Self-Organizing Maps
Introduction In this study, the effects of parameters and neighborhood functions on the results of Self-Organizing Maps solution for Traveling Salesman Problem will be investigated. The algorithm...
Retrieving Western Movies with TMDB API
Introduction In this study, an API call will be sent to the The Movie Database (TMDB) servers to retrieve a list of Italian Western Movies. The resulting table will include th first 20 movies with...
Jeff Smith's Bone and the Use of Suddenness in Comics as an Element of Comedy
Comics and cartoons have always been closely associated with humor and satire. The nature of these mediums enable artists to flexibly depict absurdity since inserting absurd locations and character...
Clustering Airlines Customers
Introduction East-West Airlines is trying to learn more about its customers. Key issues are their flying patterns, earning and use of frequent flyer rewards, and use of the airline credit card. Th...
Steady State Distribution of an Ergodic Markov Chain
Introduction In this study, two different methods to calculate steady-state probability distribution of randomly created transition probability matrices will be investigated, along with the effect...
Forecasting Gasoline Sales with Time Series Approach
This data-driven work is dedicated to investigating possible underlying reasons of fluctuations in unleaded gasoline sales of a major distributor by generating forecasts of quarterly sales in 2007,...