Luis Ruiz-Santiago's starred repositories
Python-Chemical-Engineers
Introduction to Python for Chemical Engineers (crash course with additional resources)
optimize-foundation-models-deployment-on-amazon-sagemaker
In this workshop, we demonstrate how to choose the right container and right instance types, optimize container parameters, and set up the right autoscaling policies and how to use APIs to get recommendations with Amazon SageMaker
mlops-pipeline-prestodb
An end-to-end MLOps pipeline that reads data from PrestoDB to train an ML model and deploy on SageMaker for batch and realtime inference.
serverless-rag-demo
Amazon Bedrock Anthropic Claude, (Llama2-7B/13B/70B /Falcon-7B/40B/180B on Amazon Sagemaker) LLMs with Amazon Opensearch Serverless as a Vector DB
SciCompforChemists
Scientific Computing for Chemists text for teaching basic computing skills to chemistry students using Python, Jupyter notebooks, and the SciPy stack. This text makes use of a variety of packages including NumPy, SciPy, matplotlib, pandas, seaborn, NMRglue, SymPy, scikit-image, and scikit-learn.
population-dashboard
A dashboard web app template built in Python using Streamlit.
Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
Mastering-GitHub-Copilot-for-Paired-Programming
An 8 Lesson course teaching everything you need to know about harnessing GitHub Copilot and an AI Paired Programing resource.
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
OpenAIWorkshop
workshop materials to build intelligent solutions on Open AI
mslearn-ai-studio
Practical exercises for Azure AI Studio training
mslearn-ai-vision
Lab files for Azure AI Vision modules
mslearn-ai-document-intelligence
Lab files for Azure AI Document Intelligence modules
AI-102-AIEngineer
Lab files for AI-102 - AI Engineer
AZ-204-DevelopingSolutionsforMicrosoftAzure
AZ-204: Developing solutions for Microsoft Azure
AZ-104-MicrosoftAzureAdministrator
AZ-104 Microsoft Azure Administrator
Chemical-Reaction-Engineering-in-Python
This repository contains a practical course designed for chemical engineers that want to learn how to solve exercises and program in Python. The course will cover various topics, such as basic Python syntax, data structures, solving ODEs, stoichiometry, data visualization and basic data analysis.
python_scripting_cms
Python Data and Scripting course for computational chemists
ML4MolEng_Spring2022
Materials for the course Machine Learning for Molecular Engineering (MIT Spring 2022).
MolecularFeatureEngineering
Machine learning-based identification of separating features in molecular fragments.
Youtube-Videos
Code used in creating YouTube videos
data-engineering-zoomcamp
Free Data Engineering course!
Content-AWS-Certified-Data-Analytics---Speciality
DAS-C01 ACG/LA by Brock Tubre and John Hanna
content-lambda-boto3
Automating AWS with Lambda, Python, and Boto3
content-aws-mls-c01
AWS Certified Machine Learning - Specialty (MLS-C01)
content-aws-certified-cloud-practioner
Kesha Williams, 12-08-2020