Derrick Lewis's repositories
udacity-data-engineering-nanodegree
Course work for Udacity's Data Engineering Nano Degree Program
google_dashboard
Plotly Dash app connected to Google Sheets API
Data-Pipeline-Capstone-Project
AWS Data Lake pipeline to Elasticsearch and Redshift with Airflow and SparkML
arvato_financial_customer_segmentation
Udacity Data Science NanoDegree Capstone Project
linear_algebra_package
Sample PyPi package to handle Linear Algebra
ML_DevOps_Engineer_Course
Udacity Nanodegree Course - Machine Learning DevOps Engineer
deploy-dash-with-gcp
A simple dash application that shows users how to deploy dash using Google Cloud Platform (GCP)
disaster_relief_ml_pipeline
NLP classification pipeline for emergency response messages.
google_analytics_360_eda
CRISP-DM process for analyzing data
ML_DevOps_build_ml_pipeline_for_short_term_rental_prices
Project code for cd0581 refresh taught by Giacomo Vianello
ML_DevOps_Clean_Code_Principles
Project for Udacity's MLdevops Engineering course.
ML_DevOps_Deploying_a_Machine_Learning_Model
Udacity ML DevOps Engineer Project to deploy a production level model with Heroku and FastAPI
ML_DevOps_Diagnose_and_Fix
Diagnose and fix problems in a production deployed code.
ML_DevOps_genre_classification
Udacity ML Engineering Nanodegree course
ML_DevOps_Historical_Data_Drift
Calculate and visualize historical data drift
ML_DevOps_ML_Model_Scoring_and_Monitoring
Project 4 for Udacity Machine Learning DevOps Engineer Nanodegree
ML_DevOps_Model_Scoring_and_Drift_Using_Evidently
Monitoring machine learning models in production using Evidently.
ML_DevOps_musical_garbanzo
Test repo to explore Github Actions for the Udacity Nanodegree course
outlier_detection
4 trials to determine the most optimal outlier detection method
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
qmk_firmware
Open-source keyboard firmware for Atmel AVR and Arm USB families
recommendation_etl_pipeline_with_es_and_neo4j
Sample outline of an ETL pipeline using ElasticSearch and Neo4j.
recommendations_with_ibm
Rank-based, User-based and matrix factorization methods of a recommendation engine for IBM cloud studio articles
stackoverflow
Findings from Stackoverflow 2017
udacity-data-science-nanodegree
Udacity Data Science Nanodegree program
zmk-config
flashing the nice!nano