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2020-2021

Gradient Flow #45: Top Places to Work for Data Scientists; Model Serving; Tuning Language Models

Subscribe • Previous Issues “There’s no sense in being precise when you don’t even know what you’re talking about.” – John von Neumann Data Exchange podcast Deploying Machine Learning Models Safely and Systematically  Hamel Husain is Staff Machine Learning Engineer at GitHub, and a core developer for fastai.  Machine Learning in Astronomy and Physics    Dr. Viviana Acquaviva, Associate Professor at theContinue reading “Gradient Flow #45: Top Places to Work for Data Scientists; Model Serving; Tuning Language Models”

Gradient Flow #44: 2021 NLP Industry Survey Results; No-Code Overview

Subscribe • Previous Issues “Life is like an ice cream cone. It’s melting so you better eat it before it’s too late.” – Lila.GPT3 FREE Report: 2021 NLP Industry Survey Results Read this new report and learn how companies are building language applications today. The 2021 NLP Industry Survey was a global online survey that drew a total of 655 respondents fromContinue reading “Gradient Flow #44: 2021 NLP Industry Survey Results; No-Code Overview”

Gradient Flow #43: Graph Databases; Language Understanding; Program Synthesis

Subscribe • Previous Issues “Done is better than perfect.” – Sheryl Sandberg Data Exchange podcast The State of Data Journalism    A conversation with Tara Kelly, Data Editor at DataJournalism.com (DJC) an organization created by the European Journalism Centre. DJC provides journalists and media groups with free resources, materials, online video courses and community forums.  Why Graph Databases and Graph Analytics areContinue reading “Gradient Flow #43: Graph Databases; Language Understanding; Program Synthesis”

Gradient Flow #42: Data Quality; Oscilloscope for Deep Learning; Feature Stores

Subscribe • Previous Issues “The slow philosophy is not about doing everything in tortoise mode. It’s less about the speed and more about investing the right amount of time and attention in the problem so you solve it.” – Carl Honoré Data Exchange podcast An oscilloscope for deep learning   Charles Martin is the founder of Calculation Consulting, a boutique consultancy focusedContinue reading “Gradient Flow #42: Data Quality; Oscilloscope for Deep Learning; Feature Stores”

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