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Tarık Kaan Koç's Projects

ab-testing icon ab-testing

Company X has recently introduced a new type of bidding, average bidding, as an alternative to the current type of bidding called maximum bidding. One of our clients, bombabomba.com, decided to test this new feature and wants to do an A/B test to see if average bidding converts more than maximum bidding.

amazon-review-sentiment-analysis icon amazon-review-sentiment-analysis

That's why amazon company wants to rank reviews, and when ordering these reviews, they want to rank them according to their sentiment (positive / negative).

evaluate icon evaluate

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

flo-cltv-prediction icon flo-cltv-prediction

FLO would like to set a roadmap for sales and marketing activities. In order for the company to make a medium-long-term plan, it is necessary to estimate the potential value that existing customers will provide to the company in the future.

flo_rfm_analysis icon flo_rfm_analysis

Within the scope of the project, I determined the marketing strategies by segmenting the customers of the online shoe store FLO.

gpt_index icon gpt_index

LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data.

handson-ml3 icon handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

imdb-sentiment-analysis-nlp icon imdb-sentiment-analysis-nlp

IMDB dataset having 50K movie reviews for natural language processing or Text analytics. This is a dataset for binary sentiment classification containing substantially more data than previous benchmark datasets. We provide a set of 25,000 highly polar movie reviews for training and 25,000 for testing. So, predict the number of positive and negative reviews using either classification or deep learning algorithms

kerasfuse icon kerasfuse

KerasFuse is a Python library that combines the power of TensorFlow and Keras with various computer vision techniques for medical image analysis tasks. It provides a collection of modules and functions to facilitate the development of deep learning models in TensorFlow Keras for tasks such as image segmentation, classification, and more.

keyloggers icon keyloggers

Keylogger is a software that records each and every keystroke you enter, including mouse clicks.

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