Thanks for visiting The Cell Phone Junkie! I will be taking the time each week to discuss my favorite topic, cell phones. Any feedback is appreciated and welcome. You can email me at: questions (AT) thecellphonejunkie (DOT) com or call: 206-203-3734 Thanks and welcome!
…
continue reading
内容由Nicola Corti提供。所有播客内容（包括剧集、图形和播客描述）均由 Nicola Corti 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品，您可以按照此处概述的流程进行操作https://zh.player.fm/legal。
类似 The Developers' Bakery 的节目
Hanselminutes is Fresh Air for Developers. A weekly commute-time podcast that promotes fresh technology and fresh voices. Talk and Tech for Developers, Life-long Learners, and Technologists.
…
continue reading
1
The Ticket: Discover the Future of Customer Service, Support, and Experience, with Intercom
Intercom
1k
484
On The Ticket, you'll hear Intercom's Customer Support team in conversation with the customer service leaders, renowned customer experience thinkers, and influential authors who are shaping the field of customer support. Follow The Ticket to get the weekly episodes and sign up for our twice-monthly newsletter bursting with all the insights, trends, tips, and assets your team needs to embrace the future of customer service. https://www.intercom.com/blog/newsletter 🏠 www.intercom.com
…
continue reading
A podcast about web design and development.
…
continue reading
The director’s commentary track for Daring Fireball. Long digressions on Apple, technology, design, movies, and more.
…
continue reading
Download This Show is your weekly guide to the world of media, culture, and technology. From social media to gadgets, streaming services to privacy issues. Each week Rae Johnston and guests take a fun, deep dive into how technology is reshaping our lives.
…
continue reading
Android Backstage, a podcast by and for Android developers. Hosted by developers from the Android engineering team, this show covers topics of interest to Android programmers, with in-depth discussions and interviews with engineers on the Android team at Google. Subscribe to Android Developers YouTube → https://goo.gle/AndroidDevs
…
continue reading
A weekly talk show taking a pragmatic look at the art and business of Software Development and the world of technology.
…
continue reading
The power of Data is undeniable. And unharnessed - it's nothing but chaos. Making data your ally. Using it to lead with confidence and clarity. Host Jess Carter is solving problems in real-time to reveal what's possible. Helping communities and people thrive. This is Data Driven Leadership, a show brought to you by Resultant.
…
continue reading
Redefining AI is a Three-Time Award-Winning Tech Podcast that cuts through the noise! Join Lauren Hawker Zafer, Chief Operating Officer at Squirro and Stevie Silver Award–winning creator, for a bold, thought-provoking exploration of artificial intelligence. Celebrated as intellectually rigorous, globally relevant, and truly unique, the show examines how AI shapes us socially, psychologically, and even physiologically. Each episode brings together leading academics, authors, executives, and i ...
…
continue reading
Player FM -播客应用
使用Player FM应用程序离线！
使用Player FM应用程序离线！
))
Pandas and Polars with Marco Gorelli
Manage episode 379375625 series 2836526
内容由Nicola Corti提供。所有播客内容（包括剧集、图形和播客描述）均由 Nicola Corti 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品，您可以按照此处概述的流程进行操作https://zh.player.fm/legal。
Time for a brand-new topic today here at The Developers’ Bakery: Data Science! We’re really excited to have on stage Marco Gorelli, core contributor of both pandas and polars, two of the most popular data science libraries in the Python ecosystem.
In this episode, we’ll talk about how pandas became so popular in the data science space. Then we’ll move on to talk about polars, a new data science library written in Rust, and how its performances compare to pandas.
Finally, we’ll have the opportunity to touch on a very interesting and unique topic: the Dataframe Consortium, a multi-company effort to standardize the data science API across the ecosystem.
Enjoy the show 👨🍳
Show Notes
- 00.14 Intro
- 01.00 Episode Start
- 01.30 Marco’s Introduction
- 02.14 What is pandas?
- 03.27 Why do I need pandas?
- 05.19 pandas’ competitors
- 07.24 pandas’ popularity
- 10.12 What’s your role with pandas?
- 12.39 How to become a pandas maintainer?
- 13.50 From data scientist to open source maintainer
- 16.02 What is polars?
- 21.22 Can pandas and polars co-exist?
- 24.25 Performance benchmarks
- 26.21 The learning curve
- 29.11 Naming anecdotes
- 30.51 The Dataframe Consortium?
- 40.12 Marco’s role in the consortium
- 43.40 What’s next for polars?
- 46.50 How to start contributing?
- 50.56 Further reading
- 53.33 Where people can find you online?
Resources
- pandas-dev/pandas on GitHub
- pola-rs/polars on GitHub
- Pandas Official Website
- Polars Official Website
- Dataframe API Consortium Official Website
- Mentioned Resources:
- Pandas User Guide
- Polars User Guide
- Dataframe API Standard definition
- What polars does for you - Video from EuroPython
- H2O Benchmark
- Polars - TPCH Benchmark
- @MarcoGorelli on GitHub
- Marco Gorelli on LinkedIn
Show links
100集单集
分享
Manage episode 379375625 series 2836526
内容由Nicola Corti提供。所有播客内容（包括剧集、图形和播客描述）均由 Nicola Corti 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品，您可以按照此处概述的流程进行操作https://zh.player.fm/legal。
Time for a brand-new topic today here at The Developers’ Bakery: Data Science! We’re really excited to have on stage Marco Gorelli, core contributor of both pandas and polars, two of the most popular data science libraries in the Python ecosystem.
In this episode, we’ll talk about how pandas became so popular in the data science space. Then we’ll move on to talk about polars, a new data science library written in Rust, and how its performances compare to pandas.
Finally, we’ll have the opportunity to touch on a very interesting and unique topic: the Dataframe Consortium, a multi-company effort to standardize the data science API across the ecosystem.
Enjoy the show 👨🍳
Show Notes
- 00.14 Intro
- 01.00 Episode Start
- 01.30 Marco’s Introduction
- 02.14 What is pandas?
- 03.27 Why do I need pandas?
- 05.19 pandas’ competitors
- 07.24 pandas’ popularity
- 10.12 What’s your role with pandas?
- 12.39 How to become a pandas maintainer?
- 13.50 From data scientist to open source maintainer
- 16.02 What is polars?
- 21.22 Can pandas and polars co-exist?
- 24.25 Performance benchmarks
- 26.21 The learning curve
- 29.11 Naming anecdotes
- 30.51 The Dataframe Consortium?
- 40.12 Marco’s role in the consortium
- 43.40 What’s next for polars?
- 46.50 How to start contributing?
- 50.56 Further reading
- 53.33 Where people can find you online?
Resources
- pandas-dev/pandas on GitHub
- pola-rs/polars on GitHub
- Pandas Official Website
- Polars Official Website
- Dataframe API Consortium Official Website
- Mentioned Resources:
- Pandas User Guide
- Polars User Guide
- Dataframe API Standard definition
- What polars does for you - Video from EuroPython
- H2O Benchmark
- Polars - TPCH Benchmark
- @MarcoGorelli on GitHub
- Marco Gorelli on LinkedIn
Show links
100集单集
所有剧集
×
欢迎使用Player FM
Player FM正在网上搜索高质量的播客，以便您现在享受。它是最好的播客应用程序，适用于安卓、iPhone和网络。注册以跨设备同步订阅。
类似 The Developers' Bakery 的节目
Thanks for visiting The Cell Phone Junkie! I will be taking the time each week to discuss my favorite topic, cell phones. Any feedback is appreciated and welcome. You can email me at: questions (AT) thecellphonejunkie (DOT) com or call: 206-203-3734 Thanks and welcome!
…
continue reading
Hanselminutes is Fresh Air for Developers. A weekly commute-time podcast that promotes fresh technology and fresh voices. Talk and Tech for Developers, Life-long Learners, and Technologists.
…
continue reading
1
The Ticket: Discover the Future of Customer Service, Support, and Experience, with Intercom
Intercom
1k484
On The Ticket, you'll hear Intercom's Customer Support team in conversation with the customer service leaders, renowned customer experience thinkers, and influential authors who are shaping the field of customer support. Follow The Ticket to get the weekly episodes and sign up for our twice-monthly newsletter bursting with all the insights, trends, tips, and assets your team needs to embrace the future of customer service. https://www.intercom.com/blog/newsletter 🏠 www.intercom.com
…
continue reading
A podcast about web design and development.
…
continue reading
The director’s commentary track for Daring Fireball. Long digressions on Apple, technology, design, movies, and more.
…
continue reading
Download This Show is your weekly guide to the world of media, culture, and technology. From social media to gadgets, streaming services to privacy issues. Each week Rae Johnston and guests take a fun, deep dive into how technology is reshaping our lives.
…
continue reading
Android Backstage, a podcast by and for Android developers. Hosted by developers from the Android engineering team, this show covers topics of interest to Android programmers, with in-depth discussions and interviews with engineers on the Android team at Google. Subscribe to Android Developers YouTube → https://goo.gle/AndroidDevs
…
continue reading
A weekly talk show taking a pragmatic look at the art and business of Software Development and the world of technology.
…
continue reading
The power of Data is undeniable. And unharnessed - it's nothing but chaos. Making data your ally. Using it to lead with confidence and clarity. Host Jess Carter is solving problems in real-time to reveal what's possible. Helping communities and people thrive. This is Data Driven Leadership, a show brought to you by Resultant.
…
continue reading
Redefining AI is a Three-Time Award-Winning Tech Podcast that cuts through the noise! Join Lauren Hawker Zafer, Chief Operating Officer at Squirro and Stevie Silver Award–winning creator, for a bold, thought-provoking exploration of artificial intelligence. Celebrated as intellectually rigorous, globally relevant, and truly unique, the show examines how AI shapes us socially, psychologically, and even physiologically. Each episode brings together leading academics, authors, executives, and i ...
…
continue reading
Player FM -播客应用
使用Player FM应用程序离线！
使用Player FM应用程序离线！
