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This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights into machine learning (ML) system design. The contents are o…

6,222 846 Updated Aug 5, 2025

A curated list for DevOps learning resources. Join the slack channel to discuss more.

1,307 367 Updated Sep 4, 2024

DevOps Tutorials

HCL 4,347 2,985 Updated Dec 21, 2025

Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

Python 80,340 18,307 Updated Oct 7, 2025

This is a collection of tutorials for learning how to use Docker with various tools. Contributions welcome.

PHP 12,104 5,242 Updated Jul 27, 2023

compilation of jupyter notebooks containing coding practices

Jupyter Notebook 5 2 Updated Feb 9, 2021

Functions' cat bag for Machine Learning projects

Jupyter Notebook 1 Updated Aug 1, 2022

Deploy your Deep learning container algorithms on Amazon Sagemaker. I have deployed Tensorflow based container trained on the famous titanic dataset.

Jupyter Notebook 11 13 Updated Feb 15, 2021

Workshop content for Getting Started with Amazon SageMaker

HTML 3 2 Updated Apr 28, 2021

Recommendation Systems With TensorFlow Recommenders and AWS SageMaker

Jupyter Notebook 9 6 Updated Oct 11, 2022

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

Jupyter Notebook 4,350 1,176 Updated Aug 31, 2024

Tensorflow Recommenders with Example on Retail Data

Jupyter Notebook 20 16 Updated Jul 3, 2021

Product Recommendation Using XGBoost

Jupyter Notebook 4 1 Updated Feb 5, 2017

A _simple_ starter template for Snowflake Cloud Data Platform

Python 39 15 Updated Feb 23, 2022

Curated List of MuleSoft

16 13 Updated Dec 20, 2019

Curated List of MuleSoft

8 3 Updated Dec 20, 2019

C++ Client Libraries for Google Cloud Services

C++ 633 432 Updated Dec 25, 2025
Python 11 11 Updated Jun 14, 2020

Machine Learning and Data Analysis Coursera Specialization from Yandex and MIPT

Jupyter Notebook 177 126 Updated Mar 15, 2023

Data Structures and Algorithms Coursera Specialization from UC San Diego and HSE

Python 77 39 Updated May 18, 2023

Big Data for Data Engineers Coursera Specialization from Yandex

Jupyter Notebook 101 74 Updated Mar 15, 2023

Study Notes for the Google Cloud Architect Certification.

PowerShell 134 95 Updated Mar 2, 2020

The Data Engineering Cookbook

Python 14,873 2,685 Updated Oct 6, 2025

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

Jupyter Notebook 8,387 6,026 Updated Dec 5, 2025

Implementation of Algorithms and Data Structures, Problems and Solutions

Java 3,435 606 Updated Oct 27, 2023

Some Jupyter notebooks on quantum mechanics

CSS 26 10 Updated Nov 20, 2015

IPython notebooks on Gilbert Strang's MIT course on linear algebra (18.06)

Jupyter Notebook 568 185 Updated Nov 20, 2023

Python and R Examples

Python 38 39 Updated Jan 15, 2019

General Assembly's 2015 Data Science course in Washington, DC

Jupyter Notebook 1,621 1,064 Updated Jun 5, 2024

machine learning/artificial intelligence notes

Jupyter Notebook 324 74 Updated May 27, 2020
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