Mohinder Dick's 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.
bayesian-stats-modelling-tutorial
How to do Bayesian statistical modelling using numpy and PyMC3
Bokeh-Python-Visualization
A Bokeh project developed for learning and teaching Bokeh interactive plotting!
cs228-material
Teaching materials for the probabilistic graphical models and deep learning classes at Stanford
DBDA-python
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
debezium-examples
Examples for running Debezium (Configuration, Docker Compose files etc.)
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
docker-oidc-proxy
Docker Image built on Alpine Linux for secure OpenID Connect (OIDC) proxy authentication
docker-stacks
Ready-to-run Docker images containing Jupyter applications
ecs-refarch-cloudformation
A reference architecture for deploying containerized microservices with Amazon ECS and AWS CloudFormation (YAML)
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
ISLR_julia
JuliaLang version of "An Introduction to Statistical Learning: With Applications in R"
jupytercon2018
Using Jupyter & JupyterHub to standardize ML development
materials
Bonus materials, exercises, and example projects for our Python tutorials
ml-aws-sagemaker-spark
Scripts using Python SDK to train machine learning models in SageMaker and Spark
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/
mli-jupyterhub-k8s
Testing out jupyter hub on k8s with auth with OIDC
pipeline
PipelineAI: Real-Time Enterprise AI Platform
PlanYourNextEclipseViewing
Talk for PyCon 2019
prefect-workflow-intro
Evaluating the prefect echo system
slm_cloud_run
Python, FastAI, NLP, GCP, Cloud Build, Cloud Run, Docker, Jupyter,
sql_dependencies
Messing around with analyzing and visualizing SQL dependecies
word_count_challenge01
Playground for random, basic Python challenges
wrangling-and-visualization-python
My personal projects to get better at wrangling and visualizing data.