Scaling Data Science and Machine Learning Infrastructure Like Netflix

Scaling Data Science and Machine Learning Infrastructure Like Netflix

Would you move your data science project from a laptop to the cloud? Would you also like to have snapshots of your project saved along the way so that you can go back in time or share the state of your project with another team member? This week on the show, we have Savin Goyal from Netflix. Savin is the technical lead for machine learning infrastructure at Netflix. He joins us to talk about Metaflow, an open-source tool to simplify building, managing, and scaling data science projects.

Avsnitt(272)

Becoming More Effective at Manipulating Data With Pandas

Becoming More Effective at Manipulating Data With Pandas

Do you wonder if you're taking the right approach when shaping data in pandas? Is your Jupyter workflow getting out of hand? This week on the show, Matt Harrison talks about his new book, "Effective Pandas: Patterns for Data Manipulation."

25 Mars 202259min

Making Your Notebook Interactive and Using Python's Assert

Making Your Notebook Interactive and Using Python's Assert

Would you like to build visualizations that allow your audience to play with data? How do you effectively use Python's assert statement during development? This week on the show, Christopher Trudeau is here, and he's brought another batch of PyCoder's Weekly articles and projects.

18 Mars 202247min

Tools for Setting Up Python on a New Machine

Tools for Setting Up Python on a New Machine

There are many ways to get Python installed on your computer. If you were going to start fresh, what tools would you use? What if you need to manage multiple versions of Python and virtual environments? What about all the additional tools that make your coding workflow complete? This week on the show, Calvin Hendryx-Parker is here to talk about bootstrapping your Python environment.

11 Mars 20221h 3min

Defining Optional Arguments and Moving Beyond "Beginner" Python

Defining Optional Arguments and Moving Beyond "Beginner" Python

How do you define Python functions that accept optional arguments or default values? Are you wondering how to go beyond being a beginner with Python? This week on the show, Christopher Trudeau is here, and he's brought another batch of PyCoder's Weekly articles and projects.

4 Mars 202253min

OAuth 2 and Authentication Choices for Your Python Project

OAuth 2 and Authentication Choices for Your Python Project

Have you thought about what authentication system you want to use for your Python project? Should you use an existing Python library or a third-party service? This week on the show, Dan Moore is here to talk about authentication systems and OAuth 2.

25 Feb 202258min

Drawing Fractals With Python and Working With a Weather API

Drawing Fractals With Python and Working With a Weather API

Have you been wanting to explore fractals and complex numbers in Python? Would you like to practice working with APIs in Python through a new project? This week on the show, Christopher Trudeau is here, and he's taking on the task of curating new issues of PyCoder's Weekly going forward. He'll be joining me as a cohost every other week and bringing a fresh batch of PyCoder's Weekly articles and projects.

18 Feb 202251min

Improving Your Django and Python Developer Experience

Improving Your Django and Python Developer Experience

How often have you thought about your Developer Experience (DX)? How do you improve your workflow, find documentation, and simplify code formatting? This week on the show, Adam Johnson is here to talk about his new book, "Boost Your Django DX."

11 Feb 202249min

Manipulating and Analyzing Audio in Python

Manipulating and Analyzing Audio in Python

Would you like to experiment with analyzing or manipulating audio with Python? This week on the show, we have Braden Riggs from DolbyIO to discuss extracting audio features and Python libraries for reshaping audio. Braden shares techniques from his recent talk at PyData Global, "Unlocking More From Your Audio Data!"

4 Feb 202259min

Populärt inom Teknik

uppgang-och-fall
rss-racevecka
elbilsveckan
bilar-med-sladd
market-makers
skogsforum-podcast
rss-laddstationen-med-elbilen-i-sverige
natets-morka-sida
rss-technokratin
rss-elektrikerpodden
mediepodden
developers-mer-an-bara-kod
hej-bruksbil
ai-sweden-podcast
solcellskollens-podcast
rss-uppgang-och-fall
rss-veckans-ai
bli-saker-podden
bosse-bildoktorn-och-hasse-p
rss-it-sakerhetspodden