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.

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Create Interactive Maps & Geospatial Data Visualizations With Python

Create Interactive Maps & Geospatial Data Visualizations With Python

Would you like to quickly add data to a map with Python? Have you wanted to create beautiful interactive maps and export them as a stand-alone static web page? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.

3 Feb 20231h 2min

Orchestrating Large and Small Projects With Apache Airflow

Orchestrating Large and Small Projects With Apache Airflow

Have you worked on a project that needed an orchestration tool? How do you define the workflow of an entire data pipeline or a messaging system with Python? This week on the show, Calvin Hendryx-Parker is back to talk about using Apache Airflow and orchestrating Python projects.

27 Jan 202354min

Exploring Python With bpython & Formalizing f-String Grammar

Exploring Python With bpython & Formalizing f-String Grammar

Have you used the Python Read-Eval-Print Loop (REPL) to explore the language and learn about how it operates? Would it help if it provided syntax highlighting, definitions, and code completion and behaved more like an IDE? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.

20 Jan 202356min

Speeding Up Your DataFrames With Polars

Speeding Up Your DataFrames With Polars

How can you get more performance from your existing data science infrastructure? What if a DataFrame library could take advantage of your machine's available cores and provide built-in methods for handling larger-than-RAM datasets? This week on the show, Liam Brannigan is here to discuss Polars.

13 Jan 202357min

Surveying Comprehension Constructs & Python Parallelism Infighting

Surveying Comprehension Constructs & Python Parallelism Infighting

Have you embraced the use of comprehensions in your Python journey? Are you familiar with all the varieties of comprehension constructs? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.

6 Jan 202344min

2022 Real Python Tutorial & Video Course Wrap Up

2022 Real Python Tutorial & Video Course Wrap Up

It's been another year of changes at Real Python! The Real Python team has written, edited, curated, illustrated, and produced a mountain of Python material this year. We added some new members to the team, updated the site's features, and created new styles of tutorials and video courses.

23 Dec 20221h 16min

Start Using a Build System & Continuous Integration in Python

Start Using a Build System & Continuous Integration in Python

What advantages can a build system provide for a Python developer? What new skills are required when working with a team of developers? This week on the show, Benjy Weinberger from Toolchain is here to discuss the Pants build system and getting started with continuous integration (CI).

16 Dec 20221h

Package Python Code With pyproject.toml & Listing Files With pathlib

Package Python Code With pyproject.toml & Listing Files With pathlib

How do you start packaging your code with pyproject.toml? Would you like to join a conversation that gently walks you through setting up your Python projects to share? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.

9 Dec 202254min

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