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The Data Exchange with Ben Lorica

Latest episodes

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Sep 1, 2022 • 31min

Using SQL to Retrieve Data from APIs and Web Services

Jon Udell is community lead for Steampipe, an open-source tool that populates a database table with data retrieved from APIs. They use Postgres, which means that data is easy to explore and retrieve using SQL. Subscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.Detailed show notes can be found on The Data Exchange web site.
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Aug 25, 2022 • 40min

Machine Learning for Time Series Intelligence

Aadyot Bhatnagar, is a Senior Research Engineer at Salesforce, and co-creator of Merlion an open source framework for applying machine learning on time series data.  Merlion supports a wide range of time series learning tasks including forecasting, anomaly detection, and change point detection. Subscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.Detailed show notes can be found on The Data Exchange web site.
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Aug 18, 2022 • 39min

Unleashing the power of large language models

Maarten Grootendorst, is a data scientist at IKNL, and more importantly, he’s the author of two open source libraries that I’ve come to love: BERTopic (topic modeling with transformers and c-TF-IDF) and PolyFuzz (fuzzy string matching). Both these projects bring the power of transformers and other leading edge models, and package them with simple APIs, clear documentation, and visualization tools.Download a FREE copy of our recent NLP Industry Survey Results:  https://gradientflow.com/2021nlpsurvey/Subscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.Detailed show notes can be found on The Data Exchange web site.
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Aug 11, 2022 • 49min

Building production-ready machine learning pipelines

Hamza Tahir and Adam Probst are co-creators of ZenML, an extensible open source framework for building reproducible pipelines. We discuss the current state of ZenML, the many use cases that ZenML has been designed for, and its near-term roadmap. Download the FREE Report: State of Workflow Orchestration →  https://gradientflow.com/2022-workflow-orchestration-survey/?utm_source=gradientflow&utm_medium=DEpodcastSubscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.Detailed show notes can be found on The Data Exchange web site
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Aug 4, 2022 • 37min

Machine Learning at Gong

Dr. Omri Allouche is Head of Research at Gong, a company that uses advances in NLP and speech models to identify and highlight risks and opportunities during customer interactions. Download a FREE copy of our recent NLP Industry Survey Results:  https://gradientflow.com/2021nlpsurvey/Subscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.Detailed show notes can be found on The Data Exchange web site.
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Jul 28, 2022 • 36min

Data Infrastructure for Computer Vision

Danny Bickson and Amir Alush are the creators of fastdup, a very impressive free tool for surfacing duplicates, anomalies, and leakage in visual data. In line with its name, it’s fast: fastdup is written in C++ and can handle millions of images easily. Download a FREE copy of our recent NLP Industry Survey Results:  https://gradientflow.com/2021nlpsurvey/Subscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.Detailed show notes can be found on The Data Exchange web site.
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Jul 21, 2022 • 38min

How DALL·E works

Mark Chen is a Research Scientist at OpenAI and part of the team behind DALL·E 2, a new AI system that can create realistic images and art based on natural language descriptions. Download a FREE copy of our recent NLP Industry Survey Results:  https://gradientflow.com/2021nlpsurvey/Subscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.Detailed show notes can be found on The Data Exchange web site.
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Jul 14, 2022 • 47min

Scalable, end-to-end machine learning, for everyone

Jules Damji is lead developer advocate, and Richard Liaw is an engineering manager at Anyscale, the startup founded by the creators of Ray, the open source project that makes it simple to scale any compute-intensive Python workload. To learn more about Ray and how to scale machine learning applications, attend the Ray Summit (San Francisco / Aug 23-24)  https://www.anyscale.com/ray-summit-2022?utm_source=gradientflow&utm_medium=DEpodcastSubscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.Detailed show notes can be found on The Data Exchange web site
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Jul 7, 2022 • 44min

Orchestration and Pipelines for Data Scientists

Rick Lamers is co-Founder and CEO at Orchest, the startup behind an open source project that enables data scientists to create, manage, and execute complex end-to-end data pipelines. Download the FREE Report: State of Workflow Orchestration →  https://gradientflow.com/2022-workflow-orchestration-survey/?utm_source=gradientflow&utm_medium=DEpodcastSubscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.Detailed show notes can be found on The Data Exchange web site
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Jun 30, 2022 • 37min

Dataframes at scale

Devin Petersohn is CTO and co-founder of Ponder, and the creator of Modin,  a fast, scalable, drop-in replacement for the popular Pandas library. Download the FREE Report: State of Workflow Orchestration →  https://gradientflow.com/2022-workflow-orchestration-survey/?utm_source=gradientflow&utm_medium=DEpodcastSubscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.Detailed show notes can be found on The Data Exchange web site

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