Ksyula

ML_Engineering

Machine Learning Engineering Camp 2022

Salary-report

Salary report analysis & visualization with pandas and plotly

Multithreading-Scraping-in-Python

Multithreading web scraping with real-time-changing proxy-servers

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

churn_prediction

Prediction of customer churn with TensorFlow & Keras

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.

mlbookcamp-code

The code from the Machine Learning Bookcamp book and a free course based on the book

mlbookcamp-homeworks

Homeworks, Midterm, & Capstone from ML BookCamp

sagemaker-docker-deploy

scikit-uplift

:exclamation: uplift modeling in scikit-learn style in python :snake:

data-science-interviews

Data science interview questions and answers

Ksyula

llm-experiments

My playground for experimentation with LLM

Master-Thesis-Network-Embeddings

ML-Feature-Selection-in-Python-scikit-learn

Experiments with 4 different feature selection methods with the model accuracy comparison.

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.

RShiny-with-d3-visualisation

Playground for integration of D3 packages (r2d3, d3Network, d3r) into R Shiny

SQLite-SQLQueries

SQL queries of different complexity.

Twitter_users_analysis

Twitter users on map