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awesome-mlops

A curated list of references for MLOps

data-science-for-beginners

10 Weeks, 20 Lessons, Data Science for All!

deep-learning-to-predict-heating-cooling-load-of-building

for levent

duygutopaloglu

electricity_consumption_mlops

free-elasticsearch-books

goodbooks-10k

Ten thousand books, six million ratings

handson-ml

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

imo2020_duygu

İstanbul'da Makine Öğrenmesi (27 Ocak- 2 Şubat, 2020) - Ders malzemeleri

kaggle-titanic

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

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

mimic-iv-data-pipeline

A customizable pipeline for data extraction from MIMIC-IV.

mimic_extract

MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III

ml-for-beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

mlops_bootcamp_final_project

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

rules-based-classification

Calculating Lead-Based Returns with Rule-Based Classification

sql-server-samples

Azure Data SQL Samples - Official Microsoft GitHub Repository containing code samples for SQL Server, Azure SQL, Azure Synapse, and Azure SQL Edge

user-based-recommender

It recommends a new movie based on the movies users have watched and the scores they have given to the related movies.