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aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

airflow-spark

Docker with Airflow and Spark standalone cluster

airflow-training

Airflow training for the crunch conf

amazon-sagemaker-audio-classification-pytorch

amazon-sagemaker-developer-guide

The open source version of the Amazon SageMaker docs

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

amazon-sagemaker-tensorflow-object-detection-api

Train and deploy models using TensorFlow 2 with the Object Detection API on Amazon SageMaker

ansible-docker-swarm

The hosts file and playbook for Ansible to build out a docker swarm.

ansible-role-docker

Ansible Role - Docker

apis

Code Repo for API course in Fullstack ND

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

apps-script-samples

Apps Script samples for Google Workspace products.

aruba-ansible-modules

Aruba Ansible Modules

automl-translation-tools

Tools for AutoML Translation

awesome-ai-usecases

A list of awesome and proven Artificial Intelligence use cases and applications

awesome-aws-certifications

☁️ A curated list of AWS certification materials: videos courses, practice exams, prep tips, etc.

awesome-cheatsheets

👩‍💻👨‍💻 Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.

awesome-compose

Awesome Docker Compose samples

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-spark

A curated list of awesome Apache Spark packages and resources.

aws-big-data-blog

aws-content-analysis

This project is a fully automated video search engine which uses AWS AI services for computer vision and speech recognition to catalog video archives.

aws-data-wrangler

Pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

aws-lambda-power-tuning

AWS Lambda Power Tuning is an open-source tool that can help you visualize and fine-tune the memory/power configuration of Lambda functions. It runs in your own AWS account - powered by AWS Step Functions - and it supports three optimization strategies: cost, speed, and balanced.

aws-media-insights

This is an application for analyzing the content of images and videos. It includes a GUI and back-end analytical workflows. It is the reference application for the Media Insights Engine.

aws-media-insights-engine

A serverless framework to accelerate the development of applications that discover next-generation insights in your video, audio, text, and image resources by utilizing AWS Machine Learning and Media services.

azure-quickstart-templates

Azure Quickstart Templates

beyond-jupyter

All material from the PyCon.DE 2018 Talk "Beyond Jupyter Notebooks - Building your own data science platform with Python & Docker"

bigdata

Ansible scripts for deploying BigData

blueprints-text

Jupyter notebooks for our O'Reilly book "Blueprints for Text Analysis Using Python"