Ksenia's Projects
Prediction of customer churn with TensorFlow & Keras
With CNN pertained models the service define whether the image is a dog and what breed of this dog.
Data science interview questions and answers
Predict the probability of default
My playground for experimentation with LLM
Experiments with 4 different feature selection methods with the model accuracy comparison.
Rule-based Recommender System using Apriori algorithm for frequent item set mining and association rule learning.
Machine Learning Engineering Camp 2022
The code from the Machine Learning Bookcamp book and a free course based on the book
Homeworks, Midterm, & Capstone from ML BookCamp
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.
Multithreading web scraping with real-time-changing proxy-servers
Playground for integration of D3 packages (r2d3, d3Network, d3r) into R Shiny
Salary report analysis & visualization with pandas and plotly
:exclamation: uplift modeling in scikit-learn style in python :snake:
SQL queries of different complexity.
Twitter users on map