Ksyula
Data scientist with hands-on experience in fraud detection and various ML applications in digital marketing.
Berlin, Germany
Pinned Repositories
churn_prediction
Prediction of customer churn with TensorFlow & Keras
CNN-Classifier-for-dog-breeds
With CNN pertained models the service define whether the image is a dog and what breed of this dog.
Data_Engineering_zoomcamp_2023
default_prediction
Predict the probability of default
ML-Recommender-System-RShiny
Rule-based Recommender System using Apriori algorithm for frequent item set mining and association rule learning.
ML_Engineering
Machine Learning Engineering Camp 2022
mlbookcamp-code
The code from the Machine Learning Bookcamp book and a free course based on the book
Multithreading-Scraping-in-Python
Multithreading web scraping with real-time-changing proxy-servers
Salary-report
Salary report analysis & visualization with pandas and plotly
scikit-uplift
:exclamation: uplift modeling in scikit-learn style in python :snake:
Ksyula's Repositories
Ksyula/Salary-report
Salary report analysis & visualization with pandas and plotly
Ksyula/ML_Engineering
Machine Learning Engineering Camp 2022
Ksyula/Multithreading-Scraping-in-Python
Multithreading web scraping with real-time-changing proxy-servers
Ksyula/CNN-Classifier-for-dog-breeds
With CNN pertained models the service define whether the image is a dog and what breed of this dog.
Ksyula/Data_Engineering_zoomcamp_2023
Ksyula/churn_prediction
Prediction of customer churn with TensorFlow & Keras
Ksyula/default_prediction
Predict the probability of default
Ksyula/ML-Recommender-System-RShiny
Rule-based Recommender System using Apriori algorithm for frequent item set mining and association rule learning.
Ksyula/mlbookcamp-code
The code from the Machine Learning Bookcamp book and a free course based on the book
Ksyula/mlbookcamp-homeworks
Homeworks, Midterm, & Capstone from ML BookCamp
Ksyula/sagemaker-docker-deploy
Ksyula/scikit-uplift
:exclamation: uplift modeling in scikit-learn style in python :snake:
Ksyula/data-science-interviews
Data science interview questions and answers
Ksyula/Ksyula
Ksyula/llm-experiments
My playground for experimentation with LLM
Ksyula/Master-Thesis-Network-Embeddings
Ksyula/ML-Feature-Selection-in-Python-scikit-learn
Experiments with 4 different feature selection methods with the model accuracy comparison.
Ksyula/mleko
Simplify and accelerate your machine learning development with mleko. Designed with modularity and customization in mind, it seamlessly integrates into your existing workflows. Its robust caching system optimizes performance, taking you from data ingestion to finalized models with unparalleled efficiency.
Ksyula/RShiny-with-d3-visualisation
Playground for integration of D3 packages (r2d3, d3Network, d3r) into R Shiny
Ksyula/SQLite-SQLQueries
SQL queries of different complexity.
Ksyula/Twitter_users_analysis
Twitter users on map