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Amazon Sagemaker Examples ⭐ 9,221

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

Hands On Llms ⭐ 1,393

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

Retail Demo Store ⭐ 649

AWS Retail Demo Store is a sample retail web application and workshop platform demonstrating how AWS infrastructure and services can be used to build compelling customer experiences for eCommerce, retail, and digital marketing use-cases

Studio Lab Examples ⭐ 539

Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!

Machine_learning_and_deep_learning ⭐ 492

Agile_data_code_2 ⭐ 435

Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition

Learning Cloud ⭐ 415

List: courses, sample code, articles & screencasts - AWS, Azure, & GCP

Aws Security Workshops ⭐ 390

A collection of the latest AWS Security workshops

Amazon Sagemaker Workshop ⭐ 359

Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more

Ml_sagemaker_studies ⭐ 340

Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.

Data Engineering Projects ⭐ 322

Personal Data Engineering Projects

Cartoonify ⭐ 313

Deploy and scale serverless machine learning app - in 4 steps.

Best Data Science Resources ⭐ 282

This repository contains the best Data Science free hand-picked resources to equip you with all the industry-driven skills and interview preparation kit.

Awesome Cloudops Automation ⭐ 265

Cloud-ops automation runbooks that are ready to use. Build your own automations using the hundreds of drag and drop actions included in the repository. Built on Jupyter Notebooks, our automation platform jumpstarts your SRE RunBook creation. 😎 published by the unSkript community.

Spark Jupyter Aws ⭐ 255

A guide on how to set up Jupyter with Pyspark painlessly on AWS EC2 clusters, with S3 I/O support

🪴 Nebari - your open source data science platform

Aind2 Cnn ⭐ 255

AIND Term 2 -- Lesson on Convolutional Neural Networks

Functional_intro_to_python ⭐ 239

[tutorial]A functional, Data Science focused introduction to Python

S3contents ⭐ 234

Jupyter Notebooks in S3 - Jupyter Contents Manager implementation

Installations_mac_ubuntu_windows ⭐ 233

Installations for Data Science. Anaconda, RStudio, Spark, TensorFlow, AWS (Amazon Web Services).

Ml_prep ⭐ 226

Machine Learning interview prep guide

Amazon Sagemaker Mlops Workshop ⭐ 222

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

Serratus ⭐ 219

Ultra-deep search for novel viruses

OCR, Archive, Index and Search: Implementation agnostic OCR framework.

Amazonsagemakercourse ⭐ 210

In this AWS Machine Learning Specialty Course, You will gain first-hand experience on how to train, optimize, deploy, and integrate ML in AWS cloud. Learn how to use AWS Built-in SageMaker algorithms and AI, How to Bring Your Own Algorithm, Zero Downtime Model Deployment Options, How to Integrate and Invoke ML from your Application, Automated Hyperparameter Tuning

Snap N Eat ⭐ 204

Food detection and recommendation with deep learning

Dog Project ⭐ 183

Hello Aws Data Services ⭐ 171

AWS Data/MLServices sample code & notes for my LinkedIn Learning courses

Repo 2018 ⭐ 166

Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core

Devops_microservices ⭐ 159

Supporting material and projects for a course on Cloud DevOps: Microservices.

Aws Ai Ml Workshop Kr ⭐ 147

A collection of localized (Korean) AWS AI/ML workshop materials for hands-on labs.

Eigensheep ⭐ 146

massively parallel experimentation with Jupyter and AWS Lambda 🐑🌩📒

Amazon Sagemaker Architecting For Ml ⭐ 143

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

Deepracer Analysis ⭐ 141

A set of Jupyter notebooks to analyze the performance of a DeepRacer model.

Repo 2019 ⭐ 135

BERT, AWS RDS, AWS Forecast, EMR Spark Cluster, Hive, Serverless, Google Assistant + Raspberry Pi, Infrared, Google Cloud Platform Natural Language, Anomaly detection, Tensorflow, Mathematics

Sagemaker Run Notebook ⭐ 131

Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events

Course_aws_certified_machine_learning ⭐ 129

Aws Orbit Workbench ⭐ 127

A Data Platform built for AWS, powered by Kubernetes.

Run compute jobs on AWS as if you were running them locally.

Machine Learning Using K8s ⭐ 121

Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS

Aws Ml Jp ⭐ 120

SageMakerで機械学習モデルを構築、学習、デプロイする方法が学べるNotebookと教材集

Aws Research Workshops ⭐ 111

This repo provides a managed SageMaker jupyter notebook with a number of notebooks for hands on workshops in data lakes, AI/ML, Batch, IoT, and Genomics.

Hactoberfest2023 ⭐ 105

A Simple😉 beginner friendly😊 Repo for all programmers and coders. All contributors are requested to star🌟this repo and and folllllow me. Contribute to start your journey with hacktoberfest. Happy Hacking💻!!!

Pragmaticai ⭐ 103

[Book-2019] Pragmatic AI: An Introduction to Cloud-based Machine Learning

Aws Ml Guide ⭐ 100

[Video]AWS Certified Machine Learning-Specialty (ML-S) Guide

Content Aws Certified Data Analytics Speciality ⭐ 97

DAS-C01 ACG/LA by Brock Tubre and John Hanna

02456 Deep Learning ⭐ 97

Exercises and supplementary material for the deep learning course 02456.

Aws Lambda Docker Serverless Inference ⭐ 88

Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.

Myawsstudyblog ⭐ 86

Sagemaker Distributed Training Workshop ⭐ 84

Hands-on workshop for distributed training and hosting on SageMaker

Timeseries ⭐ 83

Deep Learning repo for timeseries and sequence data

Awslambda ⭐ 81

Fastapi Enclave Services ⭐ 79

This is the home of FastAPI for enclave applications! Get started in minutes 🎉

Text Summarization ⭐ 76

Abstractive and Extractive Text summarization using Transformers.

Data Engineering Nanodegree ⭐ 76

Projects done in the Data Engineering Nanodegree by Udacity.com

Amazon Asdi ⭐ 75

Docs and supporting material for the Amazon Sustainability Data Initiative.

Pug_classifier ⭐ 72

Deep Learning for Pugs

Amazon Sagemaker Safe Deployment Pipeline ⭐ 71

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

Sagemaker 101 Workshop ⭐ 67

Hands-on demonstrations for data scientists exploring Amazon SageMaker

Aws Utility Meter Data Analytics Platform Cn ⭐ 66

Hands On Python Deep Learning For Web ⭐ 65

Hands-On Python Deep Learning for Web by Anubhav Singh and Sayak Paul

Int Py Notes ⭐ 65

Notebooks from Intermediate Python videos

Pizzafire ⭐ 63

Run your own DeepStyle factory on the cloud.

Cube In A Box ⭐ 62

A reference deployment of the Open Data Cube including automatic indexing of Sentinel-2 level 2 data.

Sagemaker Distribution ⭐ 59

A set of Docker images that include popular frameworks for machine learning, data science and visualization.

Eks Kubeflow Workshop ⭐ 59

Kubeflow workshop on EKS. Mainly focus on AWS integration examples. Please go check kubeflow website http://kubeflow.org for other examples

Towards Agi ⭐ 55

A collection of personally developed projects contributing towards the advancement of Artificial General Intelligence(AGI)

Visual Search ⭐ 52

Visual search implementation resources, including an explanatory Jupyter notebook and Amazon SageMaker and AWS DeepLens code.

Sagemaker Notebook Container ⭐ 51

Docker images that replicate the Amazon SageMaker Notebook instance.

Object Detection and Analysis Made easy using Raspberry Pi, Apache Kafka, AWS Rekognition & Docker

Emr Bootstrap Spark ⭐ 49

AWS bootstrap scripts for Mozilla's flavoured Spark setup.

Amazon_training_video ⭐ 48

AWS_Training_Video

Readtome ⭐ 48

Sagemaker Churn ⭐ 44

Hands-on SageMaker lab looking at cell phone churn

Analisis Numerico Computo Cientifico ⭐ 43

Análisis numérico y cómputo científico

Udacity Data Engineering ⭐ 42

Udacity Data Engineering Nano Degree (DEND)

Dl Twitch Series ⭐ 42

Notebook from the Deep Learning Twitch Series on AWS (https://twitch.tv/aws)

Anti_forgetful ⭐ 42

Don't forget and leave your AWS instances running! That's expensive...

CloudSplaining on AWS Managed Policies

Personalize Batch Recommendations ⭐ 40

Generate batch personalized recommendations using Amazon Personalize

Ttc_subway_times ⭐ 40

A scraper to grab and publish TTC subway arrival times.

Generative Ai On Aws Immersion Day ⭐ 40

Generative AI on AWS Immersion Day

Aws Nlp Workshop ⭐ 39

Natural Language Processing on AWS Workshop

Hands On ⭐ 39

Get Started with Docker!

Geos Chem Cloud ⭐ 38

Run GEOS-Chem easily on AWS cloud

Aws For Bioinformatics ⭐ 38

AWS for Bioinformatics Researchers

Aws Is How ⭐ 37

Know How Guide and Hands on Guide for AWS

Uber Expenses Tracking ⭐ 35

The goal of this project is to track the expenses of Uber Rides and Uber Eats through data Engineering processes using technologies such as Apache Airflow, AWS Redshift and Power BI.

Mastering Machine Learning On Aws ⭐ 35

Mastering Machine Learning on AWS, published by Packt

Automating Livestream Video Monitoring ⭐ 34

This repo presents a demo application for realtime livestream video quality monitoring using AWS serverless and AI/ML services.

Telemetry Analysis Service ⭐ 33

Telemetry Analysis Service

Deploy Ml Model ⭐ 33

Deploying a simple machine learning model to an AWS ec2 instance using flask and docker.

Amazon Sagemaker Fraud Detection ⭐ 32

Aws Kubeflow ⭐ 32

A guideline for basic use and installation of kubeflow in AWS.

Practical Deep Learning for Coders (fast.ai courses)

Cesm Lens Aws ⭐ 29

Examples of analysis of CESM LENS data publicly available on Amazon S3 (us-west-2 region) using xarray and dask

Quilt Sagemaker Demo ⭐ 28

Example custom model image trainable and distributable via AWS SageMaker

Amazon Sagemaker Aws Greengrass Custom Object Detection Model ⭐ 26

End to end code samples for training an object detection model in Amazon SageMaker using the built-in SSD algorithm and running it on AWS IoT Greengrass.

Cartography Queries ⭐ 26

Utilities for programmatic analysis of Cartography data.

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