Vanessa's repositories
applied-ml
📚 Papers & articles of companies sharing their work on applied data science & machine learning.
awesome-readme
A curated list of awesome READMEs
COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
COVID-19-EDA-tutorial
Currently work in progress. This tutorial's purpose is to introduce people to the [2019 Novel Coronavirus COVID-19 (2019-nCoV) Data Repository by Johns Hopkins CSSE](https://github.com/CSSEGISandData/COVID-19) and how to explore it using some foundational packages in the Scientific Python Data Science stack.
COVID-20
COVID-19 Italia - Monitoraggio situazione
COVID-21
COVID-19 Detector from x-rays using Computer Vision and Deep Learning
covid-22
A collection of work related to COVID-19
covid19pt-data
😷️🇵🇹 Dados relativos à pandemia COVID-19 em Portugal
data-engineer-roadmap
Roadmap to becoming a data engineer in 2021
Data-Science--Cheat-Sheet
Cheat Sheets
Data-Science-Resources
Data Science related resources and cheatsheets
data_viz_python_tutorial
An introduction to basic data visualizations using Pandas, Matplotlib, Seaborn, and Plotnine all combined in a single Jupyter Notebook.
DeepLearning
Deep Learning From Scratch
Epidemiology101
Epidemic Modeling 101: Or why your CoVID19 exponential fits are wrong
fastbook
Draft of the fastai book
interview-process-survival
:rainbow: :unicorn: this repository is a interview process guide for developers (web/frontend focused)
JobFunnel
Tool for scraping job websites, and filtering and reviewing the job listings
Networks
Network and Graph Algorithms From Scratch
OpenVentilatorRegistry
The main repository for the Open Ventilator Registry project.
opp
Open Policing Project
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
scispacy
A full spaCy pipeline and models for scientific/biomedical documents.
Teaching_Advanced_SQL
Teaching notes from my Advanced SQL workshops as local lead instructor at General Assembly New York. The first edition was created for the Data Science Immersive during 05/13/2019 - 05/15/2019
Timeseries
Timeseries from the Ground Up
Timeseries_long
Time Series Modeling: ML and Deep Learning Approaches with Python