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

When, Why, and How To Use Web Scraping In A Nutshell - E278

Summary

The internet is a rich source of information, but a majority of it isn’t accessible programmatically through APIs or databases. To address that shortcoming there are a variety of web scraping frameworks that aid in extracting structured data from web pages. In this episode Attila Tóth…

Summary

The internet is a rich source of…

01 September 2020 | 00:41:52


Working In The Code Mines: Mining Software Repositories With PyDriller - E277

Summary

A large portion of the software industry has standardized on Git as the version control sytem of choice. But have you thought about all of the information that you are generating with your branches, commits, and code changes? Davide Spadini created the PyDriller framework to simplify the…

Summary

A large portion of the software industry…

25 August 2020 | 00:40:03


Building The Open Data Ecosystem For Music And More At Metabrainz - E276

Summary

The Musicbrainz project was an early entry in the movement to build an open data ecosystem. In recent years, the Metabrainz Foundation has fostered a growing ecosystem of projects to support the contribution of, and access to, metadata, listening habits, and review of music. The majority of…

Summary

The Musicbrainz project was an early…

17 August 2020 | 00:48:06


Growing Dask To Make Scaling Python Data Science Easier At Coiled - E275

Summary

Python is a leading choice for data science due to the immense number of libraries and frameworks readily available to support it, but it is still difficult to scale. Dask is a framework designed to transparently run your data analysis across multiple CPU cores and multiple servers. Using…

Summary

Python is a leading choice for data…

10 August 2020 | 00:52:07


Supporting The Full Lifecycle Of Machine Learning Projects With Metaflow - E274

Summary

Netflix uses machine learning to power every aspect of their business. To do this effectively they have had to build extensive expertise and tooling to support their engineers. In this episode Savin Goyal discusses the work that he and his team are doing on the open source machine learning…

Summary

Netflix uses machine learning to power…

04 August 2020 | 00:44:45


Learning To Program By Building Tiny Python Projects - E273

Summary

One of the best methods for learning programming is to just build a project and see how things work first-hand. With that in mind, Ken Youens-Clark wrote a whole book of Tiny Python Projects that you can use to get started on your journey. In this episode he shares his inspiration for the…

Summary

One of the best methods for learning…

28 July 2020 | 00:55:00


Idiomatic Functional Programming With DRY Python - E272

Summary

Python is an intuitive and flexible language, but that versatility can also lead to problematic designs if you’re not careful. Nikita Sobolev is the CTO of Wemake Services where he works on open source projects that encourage clean coding practices and maintainable architectures. In…

Summary

Python is an intuitive and flexible…

21 July 2020 | 00:47:43


The Past, Present, And Future Of The FLUFL: Barry Warsaw Shares His History With Python - E271

Summary

Barry Warsaw has been a member of the Python community since the very beginning. His contributions to the growth of the language and its ecosystem are innumerable and diverse, earning him the title of Friendly Language Uncle For Life. In this episode he reminisces on his experiences as a…

Summary

Barry Warsaw has been a member of the…

13 July 2020 | 00:51:40


Pure Python Configuration Management With PyInfra - E270

Summary

Building and managing servers is a challenging task. Configuration management tools provide a framework for handling the various tasks involved, but many of them require learning a specific syntax and toolchain. PyInfra is a configuration management framework that embraces the familiarity…

Summary

Building and managing servers is a…

06 July 2020 | 00:43:09


Build Your Own Domain Specific Language in Python With textX - E269

Summary

Programming languages are a powerful tool and can be used to create all manner of applications, however sometimes their syntax is more cumbersome than necessary. For some industries or subject areas there is already an agreed upon set of concepts that can be used to express your logic. For…

Summary

Programming languages are a powerful tool…

30 June 2020 | 00:54:18