Duration: 6h 50m | Released October 2021 | Video: 1920x1080, 48kHz | 8.3 GB
Genre: eLearning | Language: English

Publisher(s): O'Reilly Media, Inc.

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

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 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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