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 Ludwig is a code-free deep learning toolbox originally created and open sourced by UberAI. On this podcast, the creator of Ludwig Piero Molino and Wes Reisz discuss the project. (Podcast) |
 In this podcast, Shane Hastie, Lead Editor for Culture & Methods, spoke to Michael Bolton about the current and future state of testing. (Podcast) |
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TOP AI, ML & Data Engineering NEWS HEADLINES |
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 This article shares the practical experience of building a QA ranker module on Azure’s customer support platform using Intel Analytics Zoo by Microsoft Azure China team. You can quickly learn step by step how to prepare data to train, evaluate and tune a text matching model at scale and finally productionize it as a service using Analytics Zoo. (Article) |
 Teon Banek describes the life of a query in Memgraph following the process from reading a query as a character string, through planning and distributed execution of query operations. (Presentation) |
 Katharine Jarmul discusses research related to fair-and-private ML algorithms and privacy-preserving models, showing that caring about privacy can help ensure a better model overall and support ethics. (Presentation with transcript included)
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 Anita Sengupta discusses the future of transportation with an eye towards how machine learning and AI will help shape the future. (Presentation with transcript included) |
 Guy Gerson introduces an anomaly detection framework PayPal has developed and is using internally, focusing on flexibility to support different types of statistical and machine learning models, and inspired by the design of scikit-learn and Spark MLlib. (Presentation with transcript included) |
 Joel Grus discusses the latest in NLP research breakthrough, and how to incorporate NLP concepts and models into a project. (Presentation with transcript included) |
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TOP DevOps NEWS HEADLINES |
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 Service mesh architectures enable a control and observability loop. At the moment, service mesh implementations vary in regard to API and technology, and this shows no signs of slowing down. Building on top of volatile APIs can be hazardous. Here we suggest to use a simplified, workflow-friendly API to shield organization platform code from specific service-mesh implementation details. (Article) |
 This personal experience report shows that political in-house games and bad corporate culture are not only annoying and a waste of time, but also harm a lot of initiatives for improvement. Whenever we become aware of the blame game, we should address it! DevOps wants to deliver high quality. The willingness to make things better - products, processes, collaboration, and more - is vital. (Article) |
 Geoffrey van der Tas keynotes on testing in the DevOps world, covering practices to keep, habits to forget, new things to learn, and the need for manual testing. (Presentation) |
 With this eMag, we present you expert security advice on how to effectively integrate security practices and processes in the software delivery lifecycle, so that everyone from development to security and operations understands and contributes to the overall security of the applications and infrastructure. Download Now. |
 - The Evolving Practice of Security
- Life of a Packet Through Istio
- Blunders in Test Automation
- And more...
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TOP Development NEWS HEADLINES |
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 Alex Bradbury gives an overview of the status and development of RISC-V as it relates to modern operating systems, highlighting major research strands, controversies, and opportunities to get involved. (Presentation with transcript included) |
 Suhail Patel explains how Monzo prepared for the recent crowdfunding (run entirely through its app, using the very same platform that runs the bank) which saw more than 9,000 people investing in the first five minutes. He covers Monzo's microservice architecture (on Go and Kubernetes) and how they profiled and optimized key platform components such as Cassandra and Linkerd. (Presentation with transcript included) |
 Jessie Frazelle takes a deep dive into Intel's SGX technology. Frazelle covers an overview of computer architecture as background, then walks the audience through one version of the hardware and its flaws, as well as what changed in the next version. (Presentation with transcript included) |
 What are the fundamental architectural patterns, the realization of patterns in technology frameworks, and the design processes and skills that a software engineer must cultivate? |
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| Mozilla recently released its open source IoT platform, formerly called Project Things, as WebThings. Mozilla WebThings brings a series of logging, alarm, and networking features. (News) |
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TOP Web Development NEWS HEADLINES |
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 Hannah Howard talks about the premise of functional reactive programming. Data itself is treated as asynchronous - as streams which represent a snapshot, a given value over time, and operations that can transform those values. Functional reactive programming is a major conceptual shift but one that can vastly simplify front-end programming. (Presentation with transcript included) |
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TOP Architecture & Design NEWS HEADLINES |
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 Will Jones talks about how Habito, the leading digital mortgage broker, benefited from using Haskell, some of the wins and trade-offs that have brought it to where it is today and where it's going next. He also talks about why functional programming is beneficial for large projects, and how it helps especially with migrating the data store. (Presentation with transcript included) |
 - Designing Distributed Systems with TLA+
- Event Streams and Workflow Engines – Kafka and Zeebe
- Partly Cloudy, Twitter Embarks on Their Cloud Journey
- And more...
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TOP Culture & Methods NEWS HEADLINES |
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 This article explores how creating an internal culture of experimentation and learning enabled a company to keep pace with the rapid iterations in tech that have become the regular way we do business. It shows that psychological safety is a key component of the learning organisation; employees need to be able to experiment and learn from any outcome - without fear that failure will be punished. (Article) |
 Melanie Franklin uses examples from neuroscience to explain resistance to change, explaining why new ideas are ignored and the techniques to use to ease change adoption. (Presentation) |
 Anna Miedzianowska and William Peck discuss the evolution of the Portfolio Wall at Ocado, lessons learned and mistakes to avoid. (Presentation) |
 Kate Gray and Chris Young discuss the science of the brain for people to work better together, and have a more satisfying and enjoyable life. (Presentation) |
 Katherine Kirk shares a condensed version of what she’s picked up from Buddhist monks and nuns that she applies in large global organizations to overcome tough delivery scenarios. (Presentation) |
 Andrea Dobson focuses on understanding the principles of the learning organizations, who can benefit, how to implement, and covers risks, pitfalls and effects of the learning organizational culture. (Presentation with transcript included) |
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