Shawn Albert's repositories
amazon-sagemaker-cicd
CI/CD pipeline with Amazon SageMaker and Github actions
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
aws-starter-react-for-github-actions
A template to create a React app and deploy it with the AWS CloudFormation Action for GitHub Actions on the AWS cloud
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
data-science-on-aws
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
DataScienceResources
Open Source Data Science Resources.
dbt-serverless
Run dbt serverless in the Cloud (AWS)
gpt-engineer
Specify what you want it to build, the AI asks for clarification, and then builds it.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
homl2
Notes and Exercises from Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow, 2nd Edition
pandas_exercises
Practice your pandas skills!
patient-matching-with-aws-healthlake-and-aws-entity-resolution
AWS HealthLake patient matching with AWS Entity Resolution
personalization-apis
Real-time low latency API framework that sits between your applications and recommender systems such as Amazon Personalize
promptbase
All things prompt engineering
python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
shawn-albert
Config files for my GitHub profile.
step-functions-workflows-collection
Step Functions Workflows. Learn more at the website: https://serverlessland.com/workflows.
streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io
superagent
🥷 Superagent - Build, deploy, and manage LLM-powered agents
terraformer
CLI tool to generate terraform files from existing infrastructure (reverse Terraform). Infrastructure to Code