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algorithms_in_ipython_notebooks

A repository with IPython notebooks of algorithms implemented in Python.

amazon-sagemaker-architecting-for-ml

Materials for a 2-day instructor led course on applying machine learning

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

amazon-sagemaker-mlops-workshop

Machine Learning Ops Workshop with SageMaker: lab guides and materials.

amazon-sagemaker-operator-for-k8s

Amazon SageMaker operator for Kubernetes

amazon-sagemaker-safe-deployment-pipeline

Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.

amazon-sagemaker-script-mode

Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)

appliedmlfall2016

awesome-aws

A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.

awesome-bigdata

A curated list of awesome big data frameworks, ressources and other awesomeness.

awesome-cloudformation

A curated list of resources and projects for working with AWS CloudFormation.

awesome-gcp-certifications

A curated list of resources for learning about Google Cloud Platform certifications and how to prepare for it.

awesome-llm

Awesome-LLM: a curated list of Large Language Model

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going).

aws-eks-best-practices

A best practices guide for day 2 operations, including operational excellence, security, reliability, performance efficiency, and cost optimization.

aws-solutions-constructs

The AWS Solutions Constructs Library is an open-source extension of the AWS Cloud Development Kit (AWS CDK) that provides multi-service, well-architected patterns for quickly defining solutions

awsconsolerecorder

Records actions made in the AWS Management Console and outputs the equivalent CLI/SDK commands and CloudFormation/Terraform templates.

bigdatasoftwareproject

This repository is for storing all the details regarding the term project for Big Data Software and Projects

building-generative-ai-apps

Two sample projects built for the FourthBrain Generative AI Workshop

building-with-instruction-tuned-llms-a-step-by-step-guide

Resources relating to the DLAI event: https://www.youtube.com/watch?v=eTieetk2dSw

cheat-sheets

cloud9

Cloud9 is a Hadoop toolkit for working with big data

coding-interview-university

A complete computer science study plan to become a software engineer.

dagster

Dagster is an open-source system for building data applications.

data-oriented-design

A curated list of data oriented design resources.

data-science--cheat-sheet

Cheat Sheets

datasciencepython

common data analysis and machine learning tasks using python

dbpedia-spotlight

DBpedia Spotlight is a tool for automatically annotating mentions of DBpedia resources in text.