MobyWare
I am a software architect with over 12 years experience. I dabble in data science. I am experimenting deploying ML workloads to the cloud for healthcare.
Pittsburgh, PA
Pinned Repositories
airflow-introduction
Just messing with Airflow
analyzing-census-data
PyCon 2019 Tutorial: Analyzing Census Data with Pandas
ascend-run-locally
experimenting with running Ascend data-flows locally with Spark and/or docker.
ml-abstractions-intro-python
Machine learning walkthrough using python scikitlearn in a Jupyter notebook. It is browser based so it is easy to run and learn.
ml-intro-ohe-scikitlearn
Experiment with one hot encoding.
ml-intro-pipelines-spark-python
My attempts to program a data set from David's data set on housing.
ml-spark-intro-version-2.0
Start of my code to check out new features in version 2.0. I'm looking into pipelines and SQL interface
tutorials
The "REST With Spring" Classes:
MobyWare's Repositories
MobyWare/airflow-introduction
Just messing with Airflow
MobyWare/analyzing-census-data
PyCon 2019 Tutorial: Analyzing Census Data with Pandas
MobyWare/ascend-run-locally
experimenting with running Ascend data-flows locally with Spark and/or docker.
MobyWare/bayesian-stats-modelling-tutorial
How to do Bayesian statistical modelling using numpy and PyMC3
MobyWare/Bokeh-Python-Visualization
A Bokeh project developed for learning and teaching Bokeh interactive plotting!
MobyWare/Cell-Structure-Analogy-Outer-Space-Empire
MobyWare/cs228-material
Teaching materials for the probabilistic graphical models and deep learning classes at Stanford
MobyWare/DBDA-python
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
MobyWare/debezium-examples
Examples for running Debezium (Configuration, Docker Compose files etc.)
MobyWare/deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
MobyWare/docker-oidc-proxy
Docker Image built on Alpine Linux for secure OpenID Connect (OIDC) proxy authentication
MobyWare/docker-stacks
Ready-to-run Docker images containing Jupyter applications
MobyWare/ecs-refarch-cloudformation
A reference architecture for deploying containerized microservices with Amazon ECS and AWS CloudFormation (YAML)
MobyWare/ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
MobyWare/ISLR_julia
JuliaLang version of "An Introduction to Statistical Learning: With Applications in R"
MobyWare/jupytercon2018
Using Jupyter & JupyterHub to standardize ML development
MobyWare/kafka-dynamic-substitution
MobyWare/materials
Bonus materials, exercises, and example projects for our Python tutorials
MobyWare/ml-aws-sagemaker-spark
Scripts using Python SDK to train machine learning models in SageMaker and Spark
MobyWare/ml-spark-streaming-basics
Scripts of messing around with Spark Streaming. I got most of the ideas from the spark install directory /src/main/python/streaming/
MobyWare/mli-jupyterhub-k8s
Testing out jupyter hub on k8s with auth with OIDC
MobyWare/pipeline
PipelineAI: Real-Time Enterprise AI Platform
MobyWare/PlanYourNextEclipseViewing
Talk for PyCon 2019
MobyWare/prefect-workflow-intro
Evaluating the prefect echo system
MobyWare/pycon-square
MobyWare/sagemaker-workshop
MobyWare/slm_cloud_run
Python, FastAI, NLP, GCP, Cloud Build, Cloud Run, Docker, Jupyter,
MobyWare/sql_dependencies
Messing around with analyzing and visualizing SQL dependecies
MobyWare/word_count_challenge01
Playground for random, basic Python challenges
MobyWare/wrangling-and-visualization-python
My personal projects to get better at wrangling and visualizing data.