ramonpzg Goto Github PK

followers: 44.0 following: 6.0 repos: 134.0 gists: 1.0

Name: Ramon Perez

Type: User

Company: Seldon

Location: Sydney, NSW, Australia

Hi there, I'm Ramon 👋

I am a data scientist, a bit of a researcher, and an educator. I grew up playing baseball in the Dominican Republic, and picked up coding while at uni after MS Excel and I had a dissagreement regarding the size of the data it would let me analyze, among others issues, of course. The rest, alongside an apology for any poorly-written code found here, is history.

A few things about me

🎓 I teach data science and machine learning engineering for a living, but I also try to do it as often as I can at different conferences.
🔭 I’m currently working on too many projects for my own good, and these include a tech-ed non-profit organization in the Dominican Republic and a series of lessons on different ML Deployment strategies and architectures.
🤓 I’m currently learning how to automate the initial steps of a data science project via a variety of tools to go as quickly as possible from data and models to a POC.
📚 I’m currently reading, Effective Data Science Infrastructure, Fast AI, and Python for DevOps.
🚵‍♂️ I’m constantly mountain biking.
📫 You can reach me at [email protected]

Ramon Perez's Projects

dvc_tutorial1

eda-covid19

This repository contains exploratory data analysis on data related to COVID-19.

elegant-scipy

1st Edition of Elegant SciPy (O'Reilly Publishers)

example-old

gco-training

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

intro-to-python

Introduction to Python

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

job_ads_maps

Job Ads and Maps

jupytext

Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts

kickstarter

App to find out if your project will reach its desired funding goal on kickstarter.

koolture

Python package for measuring the culture of a company based on comments and other measures.

material-awesome

Material and Mouse driven config for AwesomeWM 4.3

mining-the-social-web-3rd-edition

The official online compendium for Mining the Social Web, 3rd Edition (O'Reilly, 2018)

modern-nlp-in-python

msds692

MSAN692 Data Acquisition

notebooks

RAPIDS Sample Notebooks

notebooks-contrib

RAPIDS Community Notebooks

nt-python-da

This repository contains all of the work and lessons I am going through in the course Intro to Python 4 Data Analytics.

numpy-100

100 numpy exercises (with solutions)

people-analytics

LBS People Analytics Course

practicalsessions2019

Materials for the practical sessions at EEML2019

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 ;)