Video
Y2K and other disappointing disasters
How risk reduction makes sure bad things happen as rarely as possible.
Ideas
What's on our radar.
Why it’s hard to design fair machine learning models
The O’Reilly Data Show Podcast: Sharad Goel and Sam Corbett-Davies on the limitations of popular mathematical formalizations of fairness.
Four short links: 2 October 2018
Apple MDM, Source Explorer, Verification-Aware Programming, and Superstar Economics
The future of work goes beyond the predictions of the World Economic Forum
The World Economic Forum’s 2018 jobs report limits research to a narrow range of the workforce.
Handling real-time data operations in the enterprise
Getting DataOps right is crucial to your late-stage big data projects.
Video
The virtues of privacy by design
How we can put privacy at the heart of our design processes.
3 Docker Compose features for improving team development workflow
Using advanced Docker Compose features to solve problems in larger projects and teams.
Shaping the stories that rule our economy
The economy we want to build must recognize increasing the value to and for humans as the goal.
Kelsey Hightower and Chris Gaun on serverless and Kubernetes
Exploring use cases for the two tools.
Video
The secret to great design
Asking good design questions will elucidate problems and opportunities.
Video
Derive value from analytics and AI at scale
Ziya Ma discusses how recent innovations from Intel in high-capacity persistent memory and open source software are accelerating production-scale deployments.
Video
Brain-based human-machine interfaces: New developments, legal and ethical issues, and potential uses
Amanda Pustilnik highlights potential applications of data from new technologies that capture brain-based processes.
Video
Black box: How AI will amplify the best and worst of humanity
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.
Video
Smarter cities through Geotab with BigQuery ML and geospatial analytics
Chad Jennings explains how Geotab's smart city application helps city planners understand traffic and predict locations of unsafe driving.
Video
Quantifying forgiveness
Julia Angwin discusses what she's learned about forgiveness from her series of articles on algorithmic accountability and the lessons we all need to learn for the coming AI future.
Video
Practical ML today and tomorrow
Hilary Mason explores the current state of AI and ML and what’s coming next in applied ML.
Video
Sound design and the future of experience
Amber Case covers methods product designers and managers can use to improve interactions through an understanding of sound design.
Video
The data imperative
Ben Sharma shares how the best organizations immunize themselves against the plague of static data and rigid process
Video
Wait ... pizza is a vegetable? Decoding regulations using machine learning
Dinesh Nirmal explains how AI is helping supply school lunch and keep ahead of regulations.
Why you need customer development
We should invest at least as much time in understanding our customers as we do in optimizing our product development process.
Using machine learning to improve dialog flow in conversational applications
The O’Reilly Data Show Podcast: Alan Nichol on building a suite of open source tools for chatbot developers.
Video
The answer to life, the universe, and everything: But can you get that into production?
Ted Dunning discusses how new tools can change the way production systems work.
Video
The missing piece
Cassie Kozyrkov explores why businesses fail at machine learning despite its tremendous potential and excitement.
Video
AI, ML, and the IoT will destroy the data center and the cloud (just not in the way you think)
DD Dasgupta explores the edge-cloud continuum, explaining how the roles of data centers and cloud infrastructure are redefined through the mainstream adoption of AI, ML, and IoT technologies.
Video
Preserving privacy and security in machine learning
Ben Lorica offers an overview of recent tools for building privacy-preserving and secure machine learning products and services.
Video
Leveraging the best of the past to power a better future
Drew Paroski and Aatif Din share how to develop modern database applications without sacrificing cost savings, data familiarity, and flexibility.
Video
The future of data warehousing
Executives from Cloudera and PNC Bank look at the challenges posed by data-hungry organizations.
Highlights from the Strata Data Conference in New York 2018
Watch highlights from expert talks covering data science, machine learning, algorithmic accountability, and more.
Video
The power of Ethereum
Joseph Lubin explains how Ethereum can help with new innovations like cryptocurrencies, automated and self-executing legal agreements, and self-sovereign identity.
The real story on container, cloud, and data adoption
Poll results reveal where and why organizations choose to use containers, cloud platforms, and data pipelines.
Progress for big data in Kubernetes
It has become much more feasible to run high-performance data platforms directly inside Kubernetes.
The ethics of data flow
If we’re going to think about the ethics of data and how it’s used, then we have to take into account how data flows.
Video
AI and security: Lessons, challenges, and future directions
Dawn Song explains how AI and deep learning can enable better security and how security can enable better AI.
Video
Four success factors for building your AI business journey
Manish Goyal shows you how to best unlock the value of enterprise AI.
Video
Accelerating AI on Xeon through SW optimization
Huma Abidi discusses the importance of optimization to deep learning frameworks.
Video
A new golden age for computer architecture
David Patterson explains why he expects an outpouring of co-designed ML-specific chips and supercomputers.
Video
Connected arms
Joseph Sirosh tells an intriguing story about AI-infused prosthetics that are able to see, grip, and feel.
Video
The breadth of AI applications: The ongoing expansion
Peter Norvig says one of the most exciting aspects of AI is the diversity of applications in fields far astray from the original breakthrough areas.
Video
Machine learning in the cloud
Hagay Lupesko explores key trends in machine learning, the importance of designing models for scale, and the impact that machine learning innovation has had on startups and enterprises alike.
Video
Customized ML for the enterprise
Levent Besik explains how enterprises can stay ahead of the game with customized machine learning.
10 talks to look for at the 2018 O'Reilly Software Architecture Conference in London
From chaos architecture to event streaming to leading teams, the O'Reilly Software Architecture Conference offers a unique depth and breadth of content.
Video
Using machine learning in workload automation
Akhilesh Tripathi shows you how to use machine learning to identify root causes of problems in minutes instead of hours or days.
Video
Beyond hype: AI in the real world
Julie Shin Choi reviews real-world customer use cases that take AI from theory to reality.
Video
Raising AI to benefit business and society
Kishore Durg explains why deploying AI requires raising it to act as a responsible representative of the business and a contributing member of society.
Video
Fireside chat with Tim O'Reilly and Kai-Fu Lee
Tim O'Reilly and Kai-Fu Lee discuss differences in how China and the U.S. approach AI and why AI might give humanity larger purpose.
Video
China: AI superpower
Kai-Fu Lee outlines the factors that enabled China's rapid ascension in AI.
Video
AI foundations: What shapes the AI that’s shaping our world?
Meredith Whittaker says the benefits of AI will only come if we have a clear-eyed perspective on its dark side.
Highlights from the Artificial Intelligence Conference in San Francisco 2018
Watch highlights from expert talks covering artificial intelligence, machine learning, security, and more.
Video
AI at scale at Coinbase
Soups Ranjan describes the machine learning system that Coinbase built to detect potential fraud and fake identities.
How network professionals deal with attacks and disruptions
A new survey highlights concerns from network and cloud administrators, and reveals their coping strategies.
Learn about data governance with these books, videos, and tutorials
This collection of data governance resources will get you up to speed on the basics and best practices.
130+ live online training courses opened for September and October
Get hands-on training in machine learning, blockchain, Java, software architecture, leadership, and many other topics.
Video
How to use data to improve product design
Data can help inform design choices at every step in the process.
Building accessible tools for large-scale computation and machine learning
The O’Reilly Data Show Podcast: Eric Jonas on Pywren, scientific computation, and machine learning.
Call for Code asks developers worldwide to collaborate on solutions to save lives
The O’Reilly Media Podcast: Daniel Krook, IBM developer advocate, on the Call for Code Global Initiative at IBM.
How to recruit for user research
Tools and techniques for recruiting UX research participants.
Video
Prototyping in practice
How the UK's NHS uses prototyping to explore and illustrate new technological possibilities.
Video
Sea change: What happens when Jupyter becomes pervasive at a university?
Fernando Perez talks about UC Berkeley's transition into an environment where many undergraduates use Jupyter and the open data ecosystem as naturally as they use email.
Video
Beyond interactive: Scaling impact with notebooks at Netflix
Michelle Ufford shares how Netflix leverages notebooks today and describes a brief vision for the future.
Video
Data science as a catalyst for scientific discovery
Michelle Gill discusses how data science methods and tools can link information from different scientific fields and accelerate discovery.
Video
Democratizing data
Tracy Teal explains how to bring people to data and empower them to address their questions.
Video
Disease prediction using the world's largest clinical lab data set
Cristian Capdevila explains how Prognos is predicting disease.
Video
Jupyter notebooks and the intersection of data science and data engineering
David Schaaf explains how data science and data engineering can work together to deliver results to decision makers.