Duygu Topaloğlu's Projects
A curated list of references for MLOps
10 Weeks, 20 Lessons, Data Science for All!
for levent
Ten thousand books, six million ratings
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
İstanbul'da Makine Öğrenmesi (27 Ocak- 2 Şubat, 2020) - Ders malzemeleri
A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.
MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases
A customizable pipeline for data extraction from MIMIC-IV.
MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Python Data Science Handbook: full text in Jupyter Notebooks
Calculating Lead-Based Returns with Rule-Based Classification
Azure Data SQL Samples - Official Microsoft GitHub Repository containing code samples for SQL Server, Azure SQL, Azure Synapse, and Azure SQL Edge
It recommends a new movie based on the movies users have watched and the scores they have given to the related movies.