Python +VS Code: Revolutionizing The Way You Do Data Science

Visual Studio Code along with GitHub, Codespaces, and Azure Machine Learning have been investing substantially into tools and platforms to make the lives of Python data scientists easier, and we want to share why VS Code is now the #1 tool for Python Data Scientists according to the 2021 Python Software Foundation Developer Survey, and how you can leverage VS Code to take your data science productivity to the next level. This talk will walk through several common Python data science scenarios, showcasing all the productive tooling VS Code has to offer along the way. As a sneak peek, we will be demoing a best in class Jupyter Notebooks experience with VS Code Notebooks, a revolutionary new data cleaning / preparation experience with Data Wrangler in VS Code, collaboration features with GitHub and Codespaces, Azure Machine Learning for deployment, and more! PUBLICATION PERMISSIONS:
Original video was published with the Creative Commons Attribution license (reuse allowed). Link: https://www.youtube.com/watch?v=uPRQXDjQhMs https://www.youtube.com/watch?v=eneTYlnYt9A

An Introduction to Python for Machine Learning with VS Code and Azure

https://www.youtube.com/watch?v=cUKq6uKc-60 Interested on finding how to leverage Python to build and manager machine learning models on Azure? In this session we will start by configuring Visual Studio Code for Python Data Science / Machine Learning and work our way up to building and deploying a Python Machine Learning model. PUBLICATION…

04/09/2021

In "Technology"

Building Your Own Data Science Platform With Python & Docker

https://www.youtube.com/watch?v=NC2wXYHBrL0 Interactive notebooks like Jupyter have become more and more popular in the recent past and build the core of many data scientist's workplace. Being accessed via web browser they allow scientists to easily structure their work by combining code and documentation. Yet notebooks often lead to isolated and disposable…

18/11/2018

In "Technology"

Maintainable Code in Data Science

https://www.youtube.com/watch?v=KQ0LY_0Pqck Notebooks are great, they allow to explore your data and prototype models quickly. But they make it hard to follow good software practices. In this tutorial, we will go through a case study.We will see how to refactor our code as a testable and maintainable Python package with entry-points…

20/07/2019

In "Technology"