O'Reilly Media - Data

OCTOBER 17, 2019

This is a keynote highlight from the O’Reilly Artificial Intelligence Conference in London 2019. Watch the full version of this keynote on the O’Reilly online learning platform. You can also see other highlights from the event.

Artificial Intelligence 129

Artificial Intelligence Artificial Inteligence Conference Data 129

O'Reilly Media - Data

OCTOBER 17, 2019

This is a keynote highlight from the O’Reilly Artificial Intelligence Conference in London 2019. Watch the full version of this keynote on the O’Reilly online learning platform. You can also see other highlights from the event.

Artificial Intelligence 101

Artificial Intelligence Artificial Inteligence Conference 101

O'Reilly Media - Data

OCTOBER 17, 2019

This is a keynote highlight from the O’Reilly Artificial Intelligence Conference in London 2019. Watch the full version of this keynote on the O’Reilly online learning platform. You can also see other highlights from the event.

Artificial Inteligence 101

Artificial Inteligence Machine Learning Artificial Intelligence Conference 101

O'Reilly Media - Data

OCTOBER 17, 2019

This is a keynote highlight from the O’Reilly Artificial Intelligence Conference in London 2019. Watch the full version of this keynote on the O’Reilly online learning platform. You can also see other highlights from the event.

Artificial Intelligence 101

Artificial Intelligence Artificial Inteligence Conference 101

O'Reilly Media - Data

OCTOBER 17, 2019

This is a keynote highlight from the O’Reilly Artificial Intelligence Conference in London 2019. Watch the full version of this keynote on the O’Reilly online learning platform. You can also see other highlights from the event.

Artificial Intelligence 132

Artificial Intelligence Artificial Inteligence Conference 132

O'Reilly Media - Data

OCTOBER 17, 2019

People from across the AI world came together in London for the Artificial Intelligence Conference. Below you’ll find links to highlights from the event. When flying is cheaper than standing still. Raffaello D’Andrea presents his vision of how autonomous indoor drones will drive the next wave of robotics development. Watch “ When flying is cheaper than standing still “ When to trust AI.

Artificial Inteligence 146

Artificial Inteligence Artificial Intelligence Conference Machine Learning 146

O'Reilly Media - Data

OCTOBER 30, 2019

This is a keynote from TensorFlow World in Santa Clara, California 2019. See more keynotes from this event.

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O'Reilly Media - Data

OCTOBER 30, 2019

This is a keynote from TensorFlow World in Santa Clara, California 2019. See more keynotes from this event.

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O'Reilly Media - Data

OCTOBER 30, 2019

This is a keynote from TensorFlow World in Santa Clara, California 2019. See more keynotes from this event.

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O'Reilly Media - Data

OCTOBER 30, 2019

This is a keynote from TensorFlow World in Santa Clara, California 2019. See more keynotes from this event.

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O'Reilly Media - Data

OCTOBER 31, 2019

This is a keynote from TensorFlow World in Santa Clara, California 2019. See more keynotes from this event.

IoT 132

IoT Mobile 132

O'Reilly Media - Data

OCTOBER 31, 2019

This is a keynote from TensorFlow World in Santa Clara, California 2019. See more keynotes from this event.

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O'Reilly Media - Data

OCTOBER 31, 2019

This is a keynote from TensorFlow World in Santa Clara, California 2019. See more keynotes from this event.

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O'Reilly Media - Data

OCTOBER 31, 2019

This is a keynote from TensorFlow World in Santa Clara, California 2019. See more keynotes from this event.

131

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O'Reilly Media - Data

OCTOBER 31, 2019

This is a keynote from TensorFlow World in Santa Clara, California 2019. See more keynotes from this event.

Machine Learning 131

Machine Learning Artificial Inteligence 131

O'Reilly Media - Data

OCTOBER 31, 2019

This is a keynote from TensorFlow World in Santa Clara, California 2019. See more keynotes from this event.

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O'Reilly Media - Data

OCTOBER 31, 2019

This is a keynote from TensorFlow World in Santa Clara, California 2019. See more keynotes from this event.

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O'Reilly Media - Data

OCTOBER 31, 2019

This is a keynote from TensorFlow World in Santa Clara, California 2019. See more keynotes from this event.

Innovation 131

Innovation 131

O'Reilly Media - Data

OCTOBER 31, 2019

People from across the TensorFlow community came together in Santa Clara, California for TensorFlow World. Below you’ll find links to highlights from the event. Opening keynote. Jeff Dean explains why Google open-sourced TensorFlow and discusses its progress. Watch “ Opening keynote “ Accelerating ML at Twitter. Theodore Summe offers a glimpse into how Twitter employs machine learning throughout its product.

Machine Learning 197

Machine Learning Artificial Inteligence IoT Open Source 197

O'Reilly Media - Data

NOVEMBER 7, 2019

Deepfakes have been very much in the news for the past two years. It’s time to think about what deepfakes are and what they mean. Where do they come from? Why now? Is this just a natural evolution in the history of technology? Deepfakes are media that are created by AI. They appear to be genuine (e.g., a video of President Obama ) but have limited connection to reality.

Video 153

Video Media Advertising Social 153

O'Reilly Media - Data

NOVEMBER 13, 2019

In this interview from O’Reilly Foo Camp 2019, Eric Jonas, assistant professor at the University of Chicago, pierces the hype around artificial intelligence. Highlights from the interview include: Jonas argues that “AI is a lie”—meaning that our expectations far outsize the reality of what’s currently possible. One of the issues arising from that disconnect is a level of corporate investment in the research process that hasn’t been seen before.

Artificial Inteligence 187

Artificial Inteligence Artificial Intelligence Machine Learning Research 187

O'Reilly Media - Data

NOVEMBER 18, 2019

In this interview from O’Reilly Foo Camp 2019, Hands-On Unsupervised Learning Using Python author Ankur Patel discusses the challenges and opportunities in making machine learning and AI accessible and financially viable for enterprise applications. Highlights from the interview include: The biggest hurdle businesses face when implementing machine learning or AI solutions is cleaning and preparing unstructured data that exists across silos.

Open Source 132

Open Source Machine Learning Artificial Inteligence Training 132

O'Reilly Media - Data

NOVEMBER 25, 2019

In this interview from O’Reilly Foo Camp 2019, Dean Wampler, head of evangelism at Anyscale.io, talks about moving AI and machine learning into real-time production environments. Highlights from the interview include: Facilitating the transition from research to production in a robust way introduces a number of complications, Wampler says, including governance, GDPR, and traceability rules.

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Artificial Inteligence Research Machine Learning Artificial Intelligence 229

O'Reilly Media - Data

DECEMBER 10, 2019

Roughly a year ago, we wrote “ What machine learning means for software development.” In that article, we talked about Andrej Karpathy’s concept of Software 2.0. Karpathy argues that we’re at the beginning of a profound change in the way software is developed. Up until now, we’ve built systems by carefully and painstakingly telling systems exactly what to do, instruction by instruction.

Software 263

Software Machine Learning Artificial Inteligence Conference 263

O'Reilly Media - Data

DECEMBER 12, 2019

For all the excitement about machine learning (ML), there are serious impediments to its widespread adoption. Not least is the broadening realization that ML models can fail. And that’s why model debugging, the art and science of understanding and fixing problems in ML models, is so critical to the future of ML. Without being able to troubleshoot models when they underperform or misbehave, organizations simply won’t be able to adopt and deploy ML at scale.

Machine Learning 197

Machine Learning Artificial Inteligence Technical Review Analysis 197

O'Reilly Media - Data

DECEMBER 18, 2019

Roger Magoulas recently sat down with Rob Thomas and Tim O’Reilly to discuss Thomas’s AI framework called the AI Ladder, which, according to his recent paper , is a framework that describes “the increasing levels of analytic sophistication that lead to, and buttress, a thriving AI environment.” Thomas notes both in his paper and in a recent keynote discussion he had with O’Reilly that “there is no AI without IA [information architecture].

Strategic Planning 186

Strategic Planning Architecture Analytics Company 186

O'Reilly Media - Data

JANUARY 7, 2020

We see the AI space poised for an acceleration in adoption, driven by more sophisticated AI models being put in production, specialized hardware that increases AI’s capacity to provide quicker results based on larger datasets, simplified tools that democratize access to the entire AI stack, small tools that enables AI on nearly any device, and cloud access to AI tools that allow access to AI resources from anywhere.

Trends 183

Trends Machine Learning Artificial Inteligence Quality Assurance 183

O'Reilly Media - Data

MARCH 27, 2019

Drawing insights from recent surveys, Ben Lorica analyzes important trends in machine learning. Continue reading Sustaining machine learning in the enterprise.

Machine Learning 100

Machine Learning Artificial Inteligence Sustainability Enterprise 100

O'Reilly Media - Data

OCTOBER 16, 2018

Create a coherent BI strategy that aligns data collection and analytics with the general business strategy. Results-based leaders rely on having the right information at the right time in order to support operational decision-making. That’s why decision-makers consider business intelligence their top technology priority. They recognize the instrumental role data plays in creating value and see information as the lifeblood of the organization.

Business Intelligence 152

Business Intelligence Analytics Culture Strategy 152

O'Reilly Media - Data

OCTOBER 11, 2018

The O’Reilly Data Show Podcast: Jacob Ward on the interplay between psychology, decision-making, and AI systems. In this episode of the Data Show , I spoke with Jacob Ward , a Berggruen Fellow at Stanford University. Ward has an extensive background in journalism, mainly covering topics in science and technology, at National Geographic , Al Jazeera, Discovery Channel, BBC, Popular Science , and many other outlets.

Research 218

Research Social System Journal 218

O'Reilly Media - Data

SEPTEMBER 12, 2018

Joseph Lubin explains how Ethereum can help with new innovations like cryptocurrencies, automated and self-executing legal agreements, and self-sovereign identity. Continue reading The power of Ethereum.

Innovation 134

Innovation 134

O'Reilly Media - Data

SEPTEMBER 27, 2018

The O’Reilly Data Show Podcast: Sharad Goel and Sam Corbett-Davies on the limitations of popular mathematical formalizations of fairness. In this episode of the Data Show , I spoke with Sharad Goel , assistant professor at Stanford, and his student Sam Corbett-Davies. They recently wrote a survey paper, “A Critical Review of Fair Machine Learning,” where they carefully examined the standard statistical tools used to check for fairness in machine learning models.

Machine Learning 196

Machine Learning Artificial Inteligence Survey Research 196

O'Reilly Media - Data

SEPTEMBER 24, 2018

Getting DataOps right is crucial to your late-stage big data projects. At Strata 2017 , I premiered a new diagram to help teams understand why teams fail and when: Early on in projects, management and developers are responsible for the success of a project. As the project matures, the operations team is jointly responsible for the success. I've taught in situations where the operations team members complain that no one wants to do the operational side of things.

Enterprise 201

Enterprise Data Big Data Disaster Recovery 201

O'Reilly Media - Data

SEPTEMBER 13, 2018

Chad Jennings explains how Geotab's smart city application helps city planners understand traffic and predict locations of unsafe driving. Continue reading Smarter cities through Geotab with BigQuery ML and geospatial analytics.

Analytics 165

Analytics Applications 165

O'Reilly Media - Data

SEPTEMBER 13, 2018

Ziya Ma discusses how recent innovations from Intel in high-capacity persistent memory and open source software are accelerating production-scale deployments. Continue reading Derive value from analytics and AI at scale.

Analytics 191

Analytics Open Source Innovation Software 191

O'Reilly Media - Data

SEPTEMBER 13, 2018

Amanda Pustilnik highlights potential applications of data from new technologies that capture brain-based processes. Continue reading Brain-based human-machine interfaces: New developments, legal and ethical issues, and potential uses.

Development 101

Development Applications Technology Data 101

O'Reilly Media - Data

SEPTEMBER 13, 2018

Jacob Ward reveals the relationship between the unconscious habits of our minds and the way that AI is poised to amplify them, alter them, maybe even reprogram them. Continue reading Black box: How AI will amplify the best and worst of humanity.

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