dwhitena/oreilly-ai-k8s-tutorial

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dwhitena/oreilly-ai-k8s-tutorial

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Materials for the "AI on Kubernetes" tutorial at O'Reilly AI SF 2018

gophernet

A simple from-scratch neural net written in Go

gc-ml

Go ML/AI Training Materials for GopherCon 2019

dockerized-DS-python

A simple example of containerized data science with python and Docker.

pach-machine-box

Pachyderm + Machine Box: A Trump Recognition Pipeline

julia-workshop

"Integrating Julia in real-world, distributed pipelines" for JuliaCon 2017

schedule

Schedule for talks, workshops, etc. w/ links to past talk slides and videos.

Jupyter Notebook

ai-engineering-workshop

Materials for the "Modern NLP: Pre-training, Fine-tuning, Prompt Engineering, and Human Feedback" workshop at ODSC East 2023

Jupyter Notebook

gofordatascience

Data science with Go on Go using tools written in Go

go-genai-webinar

Materials for Go GenAI webinars

gc2021-ai-workshop

The GopherCon 2021 "Production AI with Go" workshop materials.

qcon-ai-docker-workshop

Docker-izing Data Science Applications CodeLab for QCon AI 2018

amld-go-workshop

Materials for the "Machine Learning with Go" workshop at Applied ML Days 2018.

Jupyter Notebook

pach-go-regression

Go-based linear regression in Pachyderm

pachyderm-r

R ML Pipeline in Pachyderm

amld-reproducible-ml-workshop

Materials for the "Reproducible ML with Open Source Tooling" workshop at Applied ML Days 2018.

kubeflow_pachyderm

experimental kubeflow + Pachyderm integration

ai-classroom

Code examples for the live, online AI Classroom training:

Jupyter Notebook

pachyderm-python

An iris classification Pachyderm pipeline written in Python.

corporate-training

Code snippets relevant to corporate trainings.

Jupyter Notebook

odsc_sota

State of the art methods with Tensorflow workshop at ODSC 2020

Jupyter Notebook

go-streaming-sentiment-analysis

Streaming sentiment analysis of tweets with MachineBox and Go

pach-neon

An example Pachyderm ML pipeline using Nervana Neon

pach-kubeflow-gh-issues

End to end example of Pachyderm + KubeFlow for github issue summarization

Complex-Scaling

Codes to solve the complex scaled Schrodinger equation.

minimal-jupyter

A minimal Jupyter Docker image based on alpine.

daal-go

Use Intel's DAAL from Go

modeling-loan-data

Various models (e.g., linear, multiple, logistic regression) and visualizations of publicly available loan data from the Lending club. Using Python, pandas, statsmodels, etc.

dec-tree-random-forest-titanic

Predicting survival rates for titanic passenger with decision tree and random forest models.

pachyderm-go-stats

A Pachyderm pipeline for gathering stats about Go projects on Github.

blog-content

Content (ipython notebooks, pictures, etc.) from my blog.

docker-pachyderm

Pachyderm in Docker

pach-grid-search

Simple, Distributed Grid Search with Pachyderm

Jupyter Notebook

pach-dist-join

Easy, distributed pandas join with Pachyderm

bayes-spam-filter

A spam filter, based on naive bayes, trained on Enron emails.

mgmt590-rest-api

example rest api

web-scraping-education-and-gdp-data

Web scraping and modeling GDP and education lifetime data from the UN and worldbank.

mgmt590-web-app

Web app for quesiton answering