The Python Podcast.__init__

The Python Podcast.__init__



The podcast about Python and the people who make it great


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389 Episodes

Exploring Indico: A Full Featured Event Management Platform - E208

Summary

Managing an event is rife with inherent complexity that scales as you move from scheduling a meeting to organizing a conference. Indico is a platform built at CERN to handle their efforts to organize events such as the Computing in High Energy Physics (CHEP) conference, and now it has grown…

Summary

Managing an event is rife with inherent…

22 April 2019 | 00:53:47


Exploring Python's Internals By Rewriting Them In Rust - E207

Summary

The CPython interpreter has been the primary implementation of the Python runtime for over 20 years. In that time other options have been made available for different use cases. The most recent entry to that list is RustPython, written in the memory safe language Rust. One of the added…

Summary

The CPython interpreter has been the…

15 April 2019 | 00:40:29


Version Control For Your Machine Learning Projects - E206

Summary

Version control has become table stakes for any software team, but for machine learning projects there has been no good answer for tracking all of the data that goes into building and training models, and the output of the models themselves. To address that need Dmitry Petrov built the Data…

Summary

Version control has become table stakes…

08 April 2019 | 00:44:40


Building Scalable Ecommerce Sites On Saleor - E205

Summary

Ecommerce is an industry that has largely faded into the background due to its ubiquity in recent years. Despite that, there are new trends emerging and room for innovation, which is what the team at Mirumee focuses on. To support their efforts, they build and maintain the open source…

Summary

Ecommerce is an industry that has largely…

01 April 2019 | 00:58:03


A Quick Python Check-in With Naomi Ceder - E204

Summary

Naomi Ceder was fortunate enough to learn Python from Guido himself. Since then she has contributed books, code, and mentorship to the community. Currently she serves as the chair of the board to the Python Software Foundation, leads an engineering team, and has recently completed a new…

Summary

Naomi Ceder was fortunate enough to learn…

25 March 2019 | 00:38:32


Wes McKinney's Career In Python For Data Analysis - E203

Summary

Python has become one of the dominant languages for data science and data analysis. Wes McKinney has been working for a decade to make tools that are easy and powerful, starting with the creation of Pandas, and eventually leading to his current work on Apache Arrow. In this episode he…

Summary

Python has become one of the dominant…

18 March 2019 | 00:51:45


The Past, Present, and Future of Deep Learning In PyTorch - E202

Summary

The current buzz in data science and big data is around the promise of deep learning, especially when working with unstructured data. One of the most popular frameworks for building deep learning applications is PyTorch, in large part because of their focus on ease of use. In this episode…

Summary

The current buzz in data science and big…

10 March 2019 | 00:42:12


How To Include Redis In Your Application Architecture - E201

Summary

The Redis database recently celebrated its 10th birthday. In that time it has earned a well-earned reputation for speed, reliability, and ease of use. Python developers are fortunate to have a well-built client in the form of redis-py to leverage it in their projects. In this episode Andy…

Summary

The Redis database recently celebrated…

04 March 2019 | 01:01:11


Marshmallow Data Validation Library - E200

Summary

Any time that your program needs to interact with other systems it will have to deal with serializing and deserializing data. To prevent duplicate code and provide validation of the data structures that your application is consuming Steven Loria created the Marshmallow library. In this…

Summary

Any time that your program needs to…

25 February 2019 | 00:34:04


Unpacking The Python Toolkit For Chaos Engineering - E199

Summary

Chaos engineering is the practice of injecting failures into your production systems in a controlled manner to identify weaknesses in your applications. In order to build, run, and report on chaos experiments Sylvain Hellegouarch created the Chaos Toolkit. In this episode he explains his…

Summary

Chaos engineering is the practice of…

18 February 2019 | 00:59:40