The Python Podcast.__init__
Episode Archive
Episode Archive
389 episodes of The Python Podcast.__init__ since the first episode, which aired on March 21st, 2015.
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Declarative Deep Learning From Your Laptop To Production With Ludwig and Horovod
November 21st, 2021 | 1 hr 4 mins
An interview with Travis Addair about the open source Ludwig and Horovod projects and how they simplify the work of going from idea to production with declarative deep learning and distributed training.
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Building Conversational AI to Augment Sales Teams at Structurely
November 6th, 2021 | 50 mins 59 secs
An interview with Nate Joens about the technical and social complexities involved in building a platform for improving the efficiency of sales teams through conversational AI
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Build Composable And Reusable Feature Engineering Pipelines with Feature-Engine
October 30th, 2021 | 53 mins 29 secs
An interview with Soledad Galli about the feature-engine library and how you can use it to build cleaner and more maintainable feature engineering pipelines for your scikit-learn models.
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Speed Up Your Python Data Applications By Parallelizing Them With Bodo
October 25th, 2021 | 58 mins 6 secs
An interview with Bodo's CTO Ehsan Totoni about how they have built a compiler and execution platform that will automatically parallelize your data heavy Python applications
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An Exploration Of Financial Exchange Risk Management Strategies
October 15th, 2021 | 34 mins 30 secs
An interview with Paul Stafford about his experiences using computational methods to build risk management strategies for financial exchange markets.
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Build Better Machine Learning Models By Understanding Their Decisions With SHAP
October 8th, 2021 | 1 hr 4 mins
An interview with Scott Lundberg about his work on SHAP and how it can be used to understand the reasoning behind your machine learning model's decisions.
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Accelerating Drug Discovery Using Machine Learning With TorchDrug
September 29th, 2021 | 44 mins 30 secs
An interview with Jian Tang about his work on TorchDrug to accelerate drug discovery for treatment of disease with the power of machine learning.
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An Exploration Of Automated Speech Recognition
September 25th, 2021 | 54 mins 1 sec
A conversation about the current state of the art for automated speech recognition, the challenges involved in providing fast and accurate processing of speech audio data, and how to start working on building your own models.
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Experimenting With Reinforcement Learning Using MushroomRL
September 19th, 2021 | 54 mins 18 secs
An interview about the MushroomRL library for experimenting with reinforcement learning techniques and its use for researching robotics applications.
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Doing Dask Powered Data Science In The Saturn Cloud
September 9th, 2021 | 38 mins
An interview about how the Saturn Cloud platform is working to make scaling and collaborating on projects built with the open source Python data science ecosystem easier to manage.
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Monitor The Health Of Your Machine Learning Products In Production With Evidently
September 2nd, 2021 | 50 mins 59 secs
An interview with Emeli Dral about the importance of monitoring your machine learning projects in production, how to use Evidently to gain visibility into your model performance, and what to do when its health begins to suffer.
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Making Automated Machine Learning More Accessible With EvalML
August 25th, 2021 | 45 mins 53 secs
An interview with Angela Lin and Jeremy Shih about the open source EvalML framework for building automated machine learning workflows.
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Growing And Supporting The Data Science Community At Anaconda
August 19th, 2021 | 55 mins 48 secs
An interview with Kevin Goldsmith, CTO of Anaconda, about the challenges that data scientists are faced with, how the role is continuing to evolve, and the tools and educational resources that they are building to support the community
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Network Analysis At The Speed Of C With The Power Of Python Using NetworKit
August 14th, 2021 | 37 mins 7 secs
An interview with Eugenio Angriman about the NetworKit library and how you can use it to gain insights into large volumes of networked data
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Delivering Deep Learning Powered Speech Recognition As A Service For Developers At AssemblyAI
August 3rd, 2021 | 52 mins 20 secs
An interview with Dylan Fox about the technological and business challenges of delivering a high quality experience for developers that is powered by deep learning models for automated speech recognition
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Taking Aim At The Legacy Of SQL With The Preql Relational Language
July 27th, 2021 | 36 mins 38 secs
An interview with Erez Shinan about his work on the ambitious Preql project to replace SQL as the default interface for relational database engines.