EmilyWebber
Principal SA @ Annapurna ML, AWS. Author, keynote speaker, inventor. Meditator, humanist. All thoughts my own.
Amazon Web ServicesWashington, DC
Pinned Repositories
amazon-sagemaker-architecting-for-ml-hcls
An AWS workshop to teach concepts about machine learning and cloud architecture within health care and life sciences
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
autogluon
AutoGluon: AutoML Toolkit for Deep Learning
aws-sagemaker-workshops
Repository for SageMaker Workshops Website.
Banking-On-AI
An Immersion Day for AI/ML
Forecasting-Volatility
Applying Deep Learning to Time Series Forecasts
healthcare-fraud-identification-using-PCA-anomaly-detection
sagemaker-studio-custom-image-samples
This repository contains examples of Docker images that can be used as custom images for KernelGateway Apps in SageMaker Studio
transformers-from-scratch
A lab for building your own transformer from scratch
Pretrain-Vision-and-Large-Language-Models-in-Python
Pretrain Vision and Large Language Models in Python, Published by Packt
EmilyWebber's Repositories
EmilyWebber/Forecasting-Volatility
Applying Deep Learning to Time Series Forecasts
EmilyWebber/Banking-On-AI
An Immersion Day for AI/ML
EmilyWebber/awesome-public-datasets
An awesome list of high-quality datasets in public domains (on-going).
EmilyWebber/DeepLens-workshops
Repository of information for an Amazon Sagemaker and AWS DeepLens Workshop
EmilyWebber/ML-Programing-Assignments
Repository for Machine Learning
EmilyWebber/Healthy-Neighborhoods
An analytics and data visualization project for the University of Chicago's CMSC 122 Course
EmilyWebber/Algos-At-Scale
Repository of Exercises in Scale
EmilyWebber/amazon-sagemaker-developer-guide
The open source version of the Amazon SageMaker docs
EmilyWebber/awesome
A curated list of awesome lists
EmilyWebber/awesome-awesomeness
A curated list of awesome awesomeness
EmilyWebber/Baby-Datasets-Effective-Policies
EmilyWebber/Chicago-Salaries
Goal: Acquire and Cluster Chicago Public Salaries
EmilyWebber/csv-to-html-table
Display any CSV (comma separated values) file as a searchable, filterable, pretty HTML table
EmilyWebber/Deep-Learning-With-Deep-Lens
EmilyWebber/GeneralDataScienceToolsDSSG2015
General tools for common data science tasks including data exploration, data cleaning, file appending, etc. Tools were created by the World Bank Data Science for Social Good Summer 2015 team (Emily Grace, Ankit Rai, and Elissa Redmiles).
EmilyWebber/Geopandas-Tutorials
Tutorials and sample code for learning geopandas
EmilyWebber/Get-Clean-Census-Data
Nine years of clean and ready-to-use census data by state
EmilyWebber/hier_bar
Python module that produces a bar chart (or histogram) from a pandas dataframe and hierarchical list of column names
EmilyWebber/million-dollar-blocks
an interactive visualization about incarceration spending in Chicago
EmilyWebber/ML-for-Macro
A few exercises in applying ML algos to macro
EmilyWebber/Open-Equity
Understanding Systemic Financial Risk
EmilyWebber/openstates
source for Open States' scrapers
EmilyWebber/Predicting-Fraudulent-Banking
Using Public Data to Model Financial Sector Regulation
EmilyWebber/python-instagram
Python Client for Instagram API
EmilyWebber/python-twitter
A Python wrapper around the Twitter API.
EmilyWebber/Scrape-City-Hall
Web Scraping to Suggest Key Issues in NYC
EmilyWebber/SSC_Markdown_Workshop
Playing around with markdown, LaTeX, making pretty reports
EmilyWebber/Stats
Computations for Introductory Statistics
EmilyWebber/twitter_networks
EmilyWebber/whatiscode
Paul Ford’s “What Is Code?”