MobyWare

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/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.