Four short links: 20 July 2018
Convolutional Architectures, GPU Language, Acoustic Scenes, and Cybersecurity Numbers
All
All of our Ideas and Learning material from all of our topics.
Video
Building with open source at the world’s largest home improvement retailer
Angie Brown explains how Home Depot uses open source in its stores, online search, order management, analytics, and more.
Video
O’Reilly Radar: Open source tool trends—What our users tell us
Roger Magoulas shares insights about the open source tools ecosystem based on analysis of usage and search data from O'Reilly's learning platform.
Video
Open source opens doors for vets
Jerome Hardaway explains how Vets Who Code uses open source to create job opportunities for veterans.
Video
O'Reilly Open Source Awards 2018
The O’Reilly Open Source Awards recognize individual contributors who have demonstrated exceptional leadership, creativity, and collaboration in the development of open source software.
Video
Better health insights by unlocking data
Mahdi Yusuf discusses new ways to unlock potential from the data you generate with smart health devices.
Video
Open sourcing quantum: Get ready to help build a new future
Jay Gambetta explores Qiskit, an open-source framework that aims to make quantum computing accessible for everyone.
Video
The importance of community
Patricia Posey draws on her non-traditional journey into tech to illustrate how honest investments can build a sustainable community that is integral to the advancement of its members.
Video
20 years later, open source is as important as ever
Sarah Novotny outlines two reasons why open source continues to be important: choice and infrastructure.
Video
How to use goals to improve a product’s UX
Measuring each stage of the user journey allows you to measure conversions and improve user experience.
Specialized hardware for deep learning will unleash innovation
The O’Reilly Data Show Podcast: Andrew Feldman on why deep learning is ushering a golden age for compute architecture.
Four Short Links: 19 July 2018
Microrobotics, Adaptive Chips, ACM Ethics, and Data Journalism
Video
Live coding: OSCON edition
Suz Hinton live codes an entertaining hardware solution in front of your eyes.
Video
Open source and open standards in the age of cloud AI
Tim O'Reilly looks at how we can extend the values and practices of open source in the age of AI, big data, and cloud computing.
Video
Recognizing cultural bias in AI
Camille Eddy explains what we can do to create culturally sensitive computer intelligence and why that's important for the future of AI.
Highlights from the O'Reilly OSCON Conference in Portland 2018
Watch highlights covering open source, AI, cloud, and more. From the O'Reilly OSCON Conference in Portland 2018.
Video
Drive innovation and collaboration through open source projects
Ying Xiong explains how Huawei collaborates with industry leaders and innovates through open source projects.
Video
The whole is greater than the sum of its parts
Christopher Ferris says Hyperledger was formed to help deliver blockchain technology for the enterprise. Two and a half years later, that goal is being realized.
Data collection and data markets in the age of privacy and machine learning
While models and algorithms garner most of the media coverage, this is a great time to be thinking about building tools in data.
Editing our world: CRISPR and the future of genomics
The basic technology behind gene editing and a conversation between Jennifer Doudna and Siddhartha Mukherjee.
Four short links: 18 July 2018
Program Synthesis, Climate Change, Remote Teams, and Go Memory Management
MLflow: A platform for managing the machine learning lifecycle
An overview of the challenges MLflow tackles and a primer on how to get started.
Of oaths and checklists
Oaths have their value, but checklists will help put principles into practice.
How to choose and deploy a service mesh
O’Reilly Media Podcast: George Miranda discusses the benefits and challenges of a service mesh, and the best ways to get started using one.
Four short links: 17 July 2018
Sizing Teams, Publishing Incentives, Serverless Experience, and Configuration Languages
Four short links: 16 July 2018
Automate Everything, TDD Retention, Automating Programming, and System Design
Data engineering: A quick and simple definition
Get a basic overview of data engineering and then go deeper with recommended resources.
Video
Master card sorting for more effective information architecture
How to use research to organize information intuitively.
Four short links: 13 July 2018
Technology Change, Rebuild Warnings, Google Cloud Platform, and Vale Guido
How to decide what product to build
Techniques for defining a product and building and managing a team.
Four short links: 12 July 2018
Debugging, Just Code, Causal Inference, and Infosec
What machine learning means for software development
“Human in the loop” software development will be a big part of the future.
Four short links: 11 July 2018
Metadata, AI Strategies, Program Synthesis, and Text-Based Browser
Four short links: 10 July 2018
Troubling Trends, Satellite Imagery, Management and Autonomy, and Brutalist Web Design
Doing good data science
Data scientists, data engineers, AI and ML developers, and other data professionals need to live ethical values, not just talk about them.
Do you need a service mesh?
Learn why this new tool is a critical component in microservice-based architectures.
Video
Segueing into a product role
The clearest path to a product management role is at your current organization.
How to design a product at a startup
It's all about building an MVP.
Four short links: 9 July 2018
DNA Neural Nets, Ethics of AI, Oblivious Search, Physical Products
Four short links: 6 July 2018
REST vs. GraphQL, Chinese Sources, Popcorn Robots, and (Human) Learning Research
Data regulations and privacy discussions are still in the early stages
The O’Reilly Data Show Podcast: Aurélie Pols on GDPR, ethics, and ePrivacy.
Four short links: 5 July 2018
Programming Language Ideas, Probability in Language, React Tutorial, and Open Plan Pain
Four short links: 4 July 2018
Engagement, Leadership, Code Viz, and Automation
120+ new live online training courses for July and August
Get hands-on training in machine learning, software architecture, Java, Kotlin, leadership skills, and many other topics.
Four short links: 3 July 2018
Automation and Employment, Matrices for Deep Learning, Tim Berners-Lee, and How to Read
Four short links: 2 July 2018
Soft Robots, Debugging Serverless, Map Privacy, and Building Footprints
TensorFlow Day is coming to OSCON
Explore TensorFlow’s applications and its community on July 17 at TensorFlow Day at OSCON.
Video
Career paths for product managers
Product managers are in hot demand and have myriad career options, from executive management to solutions consulting to just staying put.
Responsible IoT design
We should take the impact our designs have on others' lives as seriously as we take the need for profit and competitive advantage.
Four short links: 29 June 2018
Stereotype Framework, Humanoid Robots, Dark Patterns, and Retro Terminal Emulator
Four short links: 28 June 2018
Migrating Storage, Secure Coding, Barbie Roboticist, and Internet Developments
Why learning is the foundation of a solid talent strategy
Progressive organizations know that learning is as much about recruitment and retention as it is about development.
Four short links: 27 June 2018
Value Judgements, Bank Hacking, SDR for Engineers, and Licensing Bugs
Testing machine learning interpretability techniques
The importance of testing your tools, using multiple tools, and seeking consistency across various interpretability techniques.
AI's desire
It’s easy to imagine an AI winning a game of Go, but can you imagine an AI wanting to play a game of Go?
Four short links: 26 June 2018
Tracking Dots, Stuff That Matters, Reputation, and Pen Testing
Video
Use design sprints to reduce a product's risk of failure
How sprints can help separate the good ideas from the bad.
3 types of knowledge a product manager should seek
The most successful product managers quickly develop three domains of knowledge: organizational, product, and industry.
Four short links: 25 June 2018
Distributed Geodata Processing, Wheel 2.0, Programming Paradigms, and Origami Library
Four short links: 22 June 2018
To-Do Lists, Startup Numbers, Learning Projects, and Data Structure Synthesis