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followers: 659.0 following: 6.0 repos: 97.0 gists: 3.0

Name: Daniel Whitenack

Type: User

Bio: Data scientist creating AI for good at SIL International. Co-host of the practical AI podcast.

Twitter: dwhitena

Location: Lafayette, IN

Blog: http://datadan.io

Daniel Whitenack's Projects

2016-talks

Slides and Links to slides for 2016 talks

ai-classroom

Code examples for the live, online AI Classroom training:

ai-engineering-workshop

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

amld-go-workshop

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

amld-reproducible-ml-workshop

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

analyze-visualize-model-telecom-italia

Python (pandas, statsmodels, etc.) to read, aggregate, store, analyze, and model Telecom Italia data from CDRs.

analyzing-weather-date-from-api

This code analyzing weather data for five cities. The data for the past 30 days is retrieved from the forecast.io API.

awesome-pipeline

A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin

bayes-spam-filter

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

blog-content

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

candle-cruncher

A Calculator for Determining Ratios of Fragrance to Wax in Candles

challenges

Advent of GenAI - A week long hackathon organized by Intel Liftoff and Prediction Guard

classification-nyc-property-sales

k-NN classification and regression analysis of NYC rolling real estate sale data.

community

Information about the Kubeflow community including proposals and governance information.

complex-scaling

Codes to solve the complex scaled Schrodinger equation.

corporate-training

Code snippets relevant to corporate trainings.

covid-qa

API & Webapp to answer questions about COVID-19. Using NLP (Question Answering) and trusted data sources.

dashing-hot-list

A dashing widget based on the default list widget. For each item in the widget, you are able to selectively specify a color.

dataframe

A package to manage R-like data frames written in Go.

dec-tree-random-forest-titanic

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

dockerized-ds-python

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

The full source for http://elm-lang.org/, the home-page of the Elm programming language. Open sourced as a way to teach people how to write and serve Elm code. Follow the instructions in README.md to get the site setup on your own machine.

examples

A repository to host extended examples and tutorials

gc-ml

Go ML/AI Training Materials for GopherCon 2019

gc2021-ai-workshop

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

get-store-model-citibike-data

Python/sqlite code to get citibike (NYC bike sharing) data, store the database in a database, and analyze the stored data.

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