alexheat
These are mostly projects I did as part of the Masters of Information and Data Science program at UC Berkeley.
MicrosoftSeattle
Pinned Repositories
ABTesting
AB Testing Experiment in R to Optimize Conversion of Paid Search Keywords
alexheat
BigQuery
Sample queries and visualizations using Google BigQuery in a Python notebook.
Character-Recognition
Digit classification using K nearest neighbors and naive bayes models.
pylabel
Python library for computer vision labeling tasks. The core functionality is to translate bounding box annotations between different formats-for example, from coco to yolo.
Random-User-Declarative-Agent-
Sample declarative agent for Microsoft 365 Copilot using the public random user generator API https://randomuser.me/
spacy-aspect-extraction
Using the spaCy NLP library for aspect extraction from user generated online reviews.
Spark-Data-Pipeline
An end-to-end data pipeline using Kafka, Spark, Presto and other services running in Docker containers.
pylabel
Python library for computer vision labeling tasks. The core functionality is to translate bounding box annotations between different formats-for example, from coco to yolo.
alexheat's Repositories
alexheat/Random-User-Declarative-Agent-
Sample declarative agent for Microsoft 365 Copilot using the public random user generator API https://randomuser.me/
alexheat/Spark-Data-Pipeline
An end-to-end data pipeline using Kafka, Spark, Presto and other services running in Docker containers.
alexheat/Character-Recognition
Digit classification using K nearest neighbors and naive bayes models.
alexheat/pylabel
Python library for computer vision labeling tasks. The core functionality is to translate bounding box annotations between different formats-for example, from coco to yolo.
alexheat/ABTesting
AB Testing Experiment in R to Optimize Conversion of Paid Search Keywords
alexheat/alexheat
alexheat/BigQuery
Sample queries and visualizations using Google BigQuery in a Python notebook.
alexheat/cleansingdata
Final assignment for Coursera Data Cleansing Class
alexheat/spacy-aspect-extraction
Using the spaCy NLP library for aspect extraction from user generated online reviews.
alexheat/courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
alexheat/datasharing
The Leek group guide to data sharing
alexheat/ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
alexheat/groundtruth-object-detection
alexheat/How-To-Read-Avro-Files
Files and code to accompany a Medium article I wrote on helping data analysts use Avro files.
alexheat/icevision
An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come
alexheat/jupyterlab_apod
alexheat/lightning-flash
Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains
alexheat/Machine-Learning
Final assigment for Coursera machine learning course in R.
alexheat/ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
alexheat/python-doppler-env
Automatically inject Doppler secrets as environment variables for use during local development
alexheat/RepData_PeerAssessment1
Peer Assessment 1 for Reproducible Research
alexheat/SearchExplorer
Web App built in R and Shiny to explore search keyword data.
alexheat/SearchWords
Analysis of search keywords costs andclicks in R.
alexheat/Stormdata
Analysis of weather data with charts made in ggplot and a map (choropleth). Published as knitr document.
alexheat/vigilant-space-spoon
alexheat/w251-hints