Duration: 4h 10m | Released October 2021 | Video: 1920x1080, 48kHz | 8.3 GB Genre: eLearning | Language: English Title: O'Reilly Radar: Data & AI
Author(s): Jeremy Howard, Aurélien Géron, Aileen Nielsen, Shingai Manjengwa, Theresa Johnson, Sev Leonard, Noah Gift, Vinoo Ganesh, Victor Dibia, Barr Moses, Adi Polak, Chris Fregly, Antje Barth Release date: October 2021 Publisher(s): O'Reilly Media, Inc. ISBN: 0636920654643 O'Reilly Radar: Data & AI will showcase what's new, what's important, and what's coming in the field. It includes two keynotes and two concurrent three-hour tracks-designed to lay out for tech leaders the issues, tools, and best practices that are critical to an organization at any step of their data and AI journey. You'll explore everything from prototyping and pipelines to deployment and DevOps to responsible and ethical AI. Table of contents Keynotes Welcome, Data and AI Trends AI in Healthcare: Where It Helps-and Where It Doesn't How to Keep Up with ML: What Can You Do to Avoid Being Left Behind? The Future of Data and AI - Tim O'Reilly Data Track Prototype to Pipeline: Evolving from Data Exploration to Automated Data Processing Watch Me Learn: Querying Data the Right Way Improving Data Quality with a Focus on Data Reliability and Observability Train and Predict with Amazon Redshift ML Using SQL AI Track What's Still Missing from the Responsible AI Movement MLOps from Zero to One NeuralQA: A Usable Library for Question Answering on Large Datasets Using BERT-Based Models Demystifying Scalable Machine Learning with the Spark Ecosystem Q Sessions Questions and Answers with Aileen Nielsen Questions and Answers with Noah Gift Questions and Answers with Sev Leonard
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