Google Cloud Newsletter, Nov 2018 | Extraterrestrial life: AI’s next frontier

News, research, and resources for the Google Cloud community.

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NEWSLETTER | NOVEMBER 2018 Google Cloud and NASA hunt for life in the universe. Learn how researchers use Compute Engine, Kubernetes Engine, and PyTorch to simulate exoplanet environments. Explore strange new worlds Header photo is courtesy of NASA Jet Propulsion Laboratory, California Institute of Technology. Google Cloud AI's Rajen Sheth on building fair, trustworthy AI. Read more    AI hub and Kubeflow Pipelines: simpler, faster, more useful AI for business. See what's new    Twentieth Century Fox uses Cloud ML Engine to predict the next blockbuster. See how    PLATFORM NEWS Introducing PyTorch for Google Cloud. Launch a PyTorch Deep Learning VM instance to use the same tools as NASA Frontier Development Lab researchers. PyTorch joins other open-source ML frameworks integrated across GCP, including TensorFlow, scikit-learn, and XGBoost. Develop and deploy faster with Cloud Spanner and Cloud Bigtable. Check out updates including enhanced support for SQL data manipulation language for Cloud Spanner, and Key Visualizer, a heatmap tool for Cloud Bigtable that lets you see key access patterns to optimize your schemas. Store it, secure it, back it up: Cloud Storage gets major updates. Take even greater control over how and where your data is stored with enhanced availability, new dual- and multi-regional replication and storage options, and more security, compliance, retention, and key management features. Spinnaker boosts CI/CD support for Kubernetes. Kickstart your continuous integration and continuous delivery pipeline with a range of new features for Kubernetes. Learn to use open-source Spinnaker, developed by Google and Netflix, with our Continuous Delivery to Kubernetes Using Spinnaker codelab. RESOURCES Machine Learning Crash Course: Strategies to spot algorithmic bias in your ML models. With ML, the danger of "garbage in, garbage out" has the potential to impact millions of lives. Learn to balance the scales with our "Fairness" course. AI in motion: designing a simple system to see, understand, and react in the real world. Gather data, choose a model, and use TensorFlow to train a bot to assess its environment and take action in real time. Or just watch it at work. Serverless from the ground up: adding a user interface with Sheets. Learn how to scale a custom content management system using Cloud Functions and Sheets to create a dynamically updated, collaborative user interface. Firewall rules logging: a closer look at our new network compliance and security tool. Track every connection that's been allowed or denied in your VM instances – in near real time – to audit, verify, and analyze the impact of your firewall rules. Google's AI-powered Piano Genie maps 8-button input to a full 88-key piano in real time. Never touched a piano? The AI wizardry behind the deceptively simple Piano Genie lets you play like a pro using just eight numbers on your keyboard. Update embedded devices remotely with fully managed Cloud IoT and open-source Mender. Detect and remediate issues, and address unforeseen customer needs, with Mender, an over-the-air software update management service for IoT devices. The Halite competition returns to teach ML enthusiasts how to design for intelligent machines. Read the rules, then check out the game feed to follow this year's Halite challenge. Warning: Halite III has a branching factor that's many times that of the game of Go. UPCOMING EVENTS Women in Machine Learning Workshop 2018 Dec 3   Cloud Worker Live Americas and APAC: Dec 4 EMEA: Dec 5 KubeCon | CloudNativeCon Dec 10–13   CLOUD ONAIR Join live Cloud OnAir webinars held weekly by Google Cloud experts. CLOUD ONBOARD Attend Cloud OnBoard, a series of free training events that offer a technical introduction to GCP. GCP Podcast Listen to the GCP Podcast, a weekly roundup of interviews with experts, answers to listener questions, and the Cool Things of the Week segment. Kubernetes Podcast Each week, the Kubernetes Podcast covers the latest news and insights from the growing Kubernetes community. OVERHEARD @the_thagomizer Want to practice coding for interviews at a company like Google? May I recommend: rosalind.info/problems/list-…, projecteuler.net, and exercism.io. @mattr_ Seriously, this works. Go thank a maintainer today and you will seriously brighten their day. Follow us on social media. Add your voice to the conversation and get the latest news, views, and insights.

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