Luke A's repositories
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
ADS508-Recommender-System
ADS-508 Final Project - Anime Recommender System
aws-data-wrangler
Pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).
blueprints-text
Jupyter notebooks for our O'Reilly book "Blueprints for Text Analysis Using Python"
caret
caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
cfn101-workshop
AWS CloudFormation Workshop
cosmispython
A Book about Pythonic Application Architecture Patterns for Managing Complexity. Cosmos is the Opposite of Chaos you see. O'R. wouldn't actually let us call it "Cosmic Python" tho.
Data-Science-Algorithms
Implementation of statistics algorithms for Machine Learning & Data Mining. The algorithms were implemented with the Scikit-Learn Library
data-science-on-aws
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
data_clinical-trials-gov
Scripts for loading in data from ClinicalTrial.gov
elsapy
A Python module for use with Elsevier's APIs: Scopus, ScienceDirect, others.
Fake_News_Detection
Fake News Detection in Python
flask-api
sample project building an api using flask
github-slideshow
A robot powered training repository :robot:
graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
missingno
Missing data visualization module for Python.
module4
ADS507 module4
Monthly-Amtrak-Ridership-Forecasting
A time-series analysis project in R-programming with the monthly AmTrak ridership data from January 1991 to May 2013. The objective is to build time-series forecasting models to forecast accurate ridership for the months of June, July, and August 2013.
NHSRComm_TidyModels_Recipes
Tidymodels and Recipes NHS-R content
or
Operations Research Algorithms
PyAthena
PyAthena is a Python DB API 2.0 (PEP 249) client for Amazon Athena.
Python
All Algorithms implemented in Python
python-knowledge
Useful python knowledge
s22-06681
Course materials for data visualization and modeling
ugo_py_doc
Python doc website. Not up to date.