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[/] Ideas Learning Platform Conferences Shop Search Sign In On our radar AI Data Economy Operations Software Architecture Software Engineering Web Programming See all Ideas Learning Platform Conferences Shop Search On our radar AI Data Economy Operations Software Architecture Software Engineering Web Programming See all Ideas What's on our radar. O'Reilly Insights 150+ live online training courses opened for April and May Get hands-on training in TensorFlow, cloud computing, blockchain, Python, Java, and many other topics. Data science Specialized tools for machine learning development and model governance are becoming essential Why companies are turning to specialized machine learning tools like MLflow. Four Short Links Four short links: 5 April 2019 DIY Bio, Perl, Knowledge Graph Learning, and Amazon Memos AI De-biasing language The toughest bias problems are often the ones you only think you’ve solved. Data Highlights from the Strata Data Conference in San Francisco 2019 Watch highlights from expert talks covering AI, machine learning, data analytics, and more. Video Data Data warehousing is not a use case Google BigQuery co-creator Jordan Tigani shares his vision for where cloud-scale data analytics is heading. Video Data Chatting with machines: Strange things 60 billion bot logs say about human nature Lauren Kunze discusses lessons learned from an analysis of interactions between humans and chatbots. Video Data Forecasting uncertainty at Airbnb Theresa Johnson outlines the AI powering Airbnb’s metrics forecasting platform. Video Data The enterprise data cloud Mike Olson describes the key capabilities an enterprise data cloud system requires, and why hybrid and multi-cloud is the future. Video Data Likewar: How social media is changing the world and how the world is changing social media. Peter Singer explores the new rules of power in the age of social media and how we can navigate a world increasingly shaped by "likes" and lies. Video Data Hacking the vote: The neuropolitical universe Elizabeth Svoboda explains how biosensors and predictive analytics are being applied by political campaigns and what they mean for the future of free and fair elections. Video Data Winners of the Strata Data Awards 2019 The Strata Data Award is given to the most disruptive startup, the most innovative industry technology, the most impactful data science project, and the most notable open source contribution. Data Show Podcast It’s time for data scientists to collaborate with researchers in other disciplines The O’Reilly Data Show Podcast: Forough Poursabzi Sangdeh on the interdisciplinary nature of interpretable and interactive machine learning. Video Data Scoring your business in the AI matrix Jed Dougherty plots AI examples on a matrix to clarify the various interpretations of AI. Video Data Streamlining your data assets: A strategy for the journey to AI Dinesh Nirmal shares a data asset framework that incorporates current business structures and the elements you need for an AI-fluent data platform. Video Data AI and cryptography: Challenges and opportunities Shafi Goldwasser explains why the next frontier of cryptography will help establish safe machine learning. Video Data The journey to the data-driven enterprise from the edge to AI Amy O'Connor explains how Cloudera applies an "edge to AI" approach to collect, process, and analyze data. Data science Automating ethics Machines will need to make ethical decisions, and we will be responsible for those decisions. Economy The fundamental problem with Silicon Valley’s favorite growth strategy Our entire economy seems to have forgotten that workers are also consumers, and suppliers are also customers. Operations Velocity 2019 will focus on the rise of cloud native infrastructure Organizations that want all of the speed, agility, and savings the cloud provides are embracing a cloud native approach. Data science Proposals for model vulnerability and security Apply fair and private models, white-hat and forensic model debugging, and common sense to protect machine learning models from malicious actors. Data Show Podcast Algorithms are shaping our lives—here’s how we wrest back control The O’Reilly Data Show Podcast: Kartik Hosanagar on the growing power and sophistication of algorithms. Emerging Tech Changing contexts and intents The internet itself is a changing context—we’re right to worry about data flows, but we also have to worry about the context changing even when data doesn’t flow. O'Reilly Insights What is O'Reilly Radar? Radar spots and explores emerging technology themes so organizations can succeed amid constant change. Business Future of the firm Mapping the complex forces that are reshaping organizations and changing the employee/employer relationship. O'Reilly Insights International Women's Day at O'Reilly At O’Reilly, we seek to foster a culture that creates opportunity, rewards and recognizes accomplishments, and treats everyone with respect. Data science Lessons learned building natural language processing systems in health care NLP systems in health care are hard—they require broad general and medical knowledge, must handle a large variety of inputs, and need to understand context. Data Show Podcast Why your attention is like a piece of contested territory The O’Reilly Data Show Podcast: P.W. Singer on how social media has changed, war, politics, and business. AI You created a machine learning application. Now make sure it’s secure. The software industry has demonstrated, all too clearly, what happens when you don’t pay attention to security. AI 3 reasons to add deep learning to your time series toolkit The most promising area in the application of deep learning methods to time series forecasting is in the use of CNNs, LSTMs, and hybrid models. AI The evolution and expanding utility of Ray There are growing numbers of users and contributors to the framework, as well as libraries for reinforcement learning, AutoML, and data science. AI Three surveys of AI adoption reveal key advice from more mature practices An overview of emerging trends, known hurdles, and best practices in artificial intelligence. Data Show Podcast The technical, societal, and cultural challenges that come with the rise of fake media The O’Reilly Data Show Podcast: Siwei Lyu on machine learning for digital media forensics and image synthesis. Emerging Tech Prepare for the rise of farm bots To meet the challenge of producing more food with less everything, farm bots are going to be an essential part of the mix. Data science Core technologies and tools for AI, big data, and cloud computing Highlights and use cases from companies that are building the technologies needed to sustain their use of analytics and machine learning. Video Software Architecture Roaming free: The power of reading beyond your field Glenn Vanderburg talks about the importance of letting your attention roam, and he shares examples of how insights from other fields have inspired software practitioners. Video Software Architecture Design and architecture: Special Dumpster Fire Unit Matt Stine looks at the tricky situations that sometimes emerge from design and architecture. Video Software Architecture Design after Agile: How to succeed by trying less Stuart Halloway explains how to augment agility with principles for designing systems. Video Software Architecture The future of cloud-native programming Tamar Eilam offers an overview of cloud-native programming and outlines a path toward the unification of the cloud programming model. Video Software Architecture From the trenches: An interview with Mark Richards Neal Ford talks with Mark Richards about his career path and his work as a software architect. Video Software Architecture Career advice for architects Trisha Gee shares lessons she learned the hard way while managing her career as a developer, lead, and technical advocate. Software Architecture Highlights from the O'Reilly Software Architecture Conference in New York 2019 Watch highlights from expert talks covering cloud-native programming, software architecture career advice, and more. O'Reilly Learning 3 emerging trends tech leaders should watch Analysis of the O’Reilly online learning platform reveals a new approach to technical architecture, the rise of blockchain, and shifts in programming language adoption. Data science Artificial intelligence and machine learning adoption in European enterprise How companies in Europe are preparing for and adopting AI and ML technologies. AI Reinforcement learning for the birds Much like human speech, bird song learning is social; perhaps we'll discover machine learning is social, too. Data Show Podcast Using machine learning and analytics to attract and retain employees The O’Reilly Data Show Podcast: Maryam Jahanshahi on building tools to help improve efficiency and fairness in how companies recruit. Data science How companies are building sustainable AI and ML initiatives A recent survey investigated how companies are approaching their AI and ML practices, and measured the sophistication of their efforts. Data science Rethinking informed consent Consent is the first step toward the ethical use of data, but it's not the last. Web Programming 7 web dev trends on our radar Experts weigh in on GraphQL, machine learning, React, micro-frontends, and other trends that will shape web development. Data The trinity of errors in financial models: An introductory analysis using TensorFlow Probability An exploration of three types of errors inherent in all financial models. Operations 9 trends to watch in systems engineering and operations From artificial intelligence to serverless to Kubernetes, here’s what's on our radar. Data Show Podcast How machine learning impacts information security The O’Reilly Data Show Podcast: Andrew Burt on the need to modernize data protection tools and strategies. Software Engineering What lies ahead for Python, Java, Go, C#, Kotlin, and Rust O’Reilly authors and instructors explore the near-term future of popular and growing programming languages. Security AI brings speed to security Survey results indicate incident response times improve with AI-based security services. AI Overcoming barriers to AI adoption The program for our Artificial Intelligence Conference in New York City will showcase tools, best practices, and use cases from companies leading the way in AI adoption. AI 9 AI trends on our radar How new developments in automation, machine deception, hardware, and more will shape AI. Economy Gradually, then suddenly Technological change often happens gradually, then suddenly. Tim O'Reilly explores the areas poised for sudden shifts. Data 7 data trends on our radar From infrastructure to tools to training, Ben Lorica looks at what’s ahead for data. Data Show Podcast In the age of AI, fundamental value resides in data The O’Reilly Data Show Podcast: Haoyuan Li on accelerating analytic workloads, and innovation in data and AI in China. Data Show Podcast Trends in data, machine learning, and AI The O’Reilly Data Show Podcast: Ben Lorica looks ahead at what we can expect in 2019 in the big data landscape. AI What is neural architecture search? An overview of NAS and a discussion on how it compares to hyperparameter optimization. Data science Deep automation in machine learning We need to do more than automate model building with autoML; we need to automate tasks at every stage of the data pipeline. Operations 10 top AWS resources on O’Reilly’s online learning platform Our most-used AWS resources will help you stay on track in your journey to learn and apply AWS. Next Page About Us Our Company Teach/Speak/Write Careers Customer Service Contact Us Site Map Ideas Learning Topics All © 2019 O'Reilly Media, Inc. All trademarks and registered trademarks appearing on oreilly.com are the property of their respective owners. Terms of Service • Privacy Policy • Editorial Independence