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followers: 432.0 following: 10.0 repos: 23.0 gists: 430.0

Name: Eryk Lewinson

Type: User

Bio: Data Scientist, Author of the Python for Finance Cookbook (published by Packt).

Location: The Netherlands

Blog: https://medium.com/@eryk.lewinson

Hi there 👋 Welcome to my GitHub profile!

My name is Eryk. A few words about me:

🧑‍🔬 I am an experienced data scientist with 7+ years of experience.
📈 I am currently working on building time series forecasting models for the biggest e-commerce platform in the Netherlands.
📗 I have published two editions of the Python for Finance Cookbook.
📒 I have published 100+ articles on Medium. They have been viewed more than 4 million times. The articles are on the topics of data science, machine learning, and quantitative finance.
In my spare time, I like playing video games 🎮, reading books 📖, and traveling 🛫.

Eryk Lewinson's Projects

120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

asset_allocation_garch

Long-term asset allocation strategies based on GARCH models - a simulation exercise

backtesting_dvc

An example project showing experiment tracking combined with backtesting

cats_vs_dogs_classification

Classifying cats vs. dogs using NNs

client

DAGsHub client libraries

credit_card_fraud_imb_classification

A repository containing the code for an article on approaching an imbalanced classification problem

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

dvc_minimalist

An example project showing how to set up experiment tracking in a few minutes

erykml

GitHub profile

erykml.github.io

google-research

Google Research

isolation_forest_example

Example of implementing Isolation Forest in Python

mario_vs_wario

Image classification problem with screenshots from two GameBoy games.

mario_vs_wario_v2

medium_articles

Scripts/Notebooks used for my articles published on Medium

ml_engineering_nanodegree

Personal repository for Udacity's Machine Learning Engineer Nanodegree

nvidia_articles

Code used for articles published at Nvidia's Developer Blog

pydata_global_2023

Demo of experiment tracking with DVC, all within VS Code

python-for-finance-cookbook

Repository of Python for Finance Cookbook, published by Packt

python-for-finance-cookbook-2e

The repository of "Python for Finance Cookbook" 2nd edition

streamlit_test

video_games_colorization

Different Deep Learning approaches to image colorization using old-school video games

vscode_exp_tracking_with_dvc

An example of turning VS code into an experiment tracking platform

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