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-healthscribe-demo
Submit audio files to AWS HealthScribe, view the status of the job, and visualize the transcript and summarized clinical notes, including sections like complaint, history of present illness, assessment, and treatment plan.
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.
generative-ai-cdk-constructs
AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.
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
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