Kubeflow 1.0 solves machine learning workflows with Kubernetes
Google's machine learning toolkit for Kubernetes helps data scientists manage machine learning workflows and deploy and scale models in production
Stories by Serdar Yegulalp
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How to use Poetry to manage Python projects
With Poetry, Python finally has a graceful way to manage virtual environments and dependencies for development projects. Here’s how to get started
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No, Python 2 did not get a reprieve
Rumor has it that the life of Python 2 has been extended through March 2020. Here’s what that ‘deadline’ really means
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Snake bites: Beware malicious Python libraries
Two Python libraries containing malicious code have been removed from the Python Package Index. Python’s official repository for third-party packages.
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CoreDNS joins Kubernetes, Prometheus, and Envoy
The plug-in powered DNS server for Kubernetes becomes the fourth open source project to reach graduation status under the CNCF
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MariaDB Platform X3 combines transactional processing and analytics
MariaDB has fused its relational and column-store databases into one, with data automatically synced between workload types
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What is the MEAN stack? JavaScript web applications
The web application stack powered by MongoDB, Express, Angular, and Node.js leverages JavaScript from top to bottom
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PostgreSQL 11 taps LLVM and parallelization for speed boost
The powerful open source database now offers more features for data sharing, JIT-accelerated queries, and transactions inside stored procedures
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Azure’s new machine learning features embrace Python
Microsoft has unveiled several new additions to its Azure ML offering for machine learning, including better integration with Python.
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What is GraphQL? Better APIs by design
Learn how Facebook’s open standard for querying data can provide a better way to build APIs than REST and Swagger
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What is a graph database? A better way to store connected data
Learn why graph databases excel at exploring highly connected data, and how to leverage them in your organization
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What’s new in LLVM
LLVM 6 introduces Spectre exploit mitigations, improves Windows and Intel CPU support, and embraces WebAssembly as a compilation target
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What is LLVM? The power behind Swift, Rust, Clang, and more
Learn how the compiler framework for programmatically generating machine-native code has made it easier than ever to roll new languages and enhance existing ones
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What is NoSQL? NoSQL databases explained
SQL databases have constraints on data types and consistency. NoSQL does away with them for the sake of speed, flexibility, and scale
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AWS and Microsoft combine to drive deep learning in the cloud
An AWS and Microsoft joint effort makes neural networks easier to program and use with the MXNet and Microsoft Cognitive Toolkit frameworks.
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