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Development

Featured in Development

Improving Video Encoding System Efficiency @Netflix

Susie Xia discusses the video encoding system used by Netflix, and the tools and techniques used to analyze performance and to improve the system efficiency.

All in development

Architecture & Design

Featured in Architecture & Design

Chris Richardson on Design-Time Coupling in Microservices

In this episode of the InfoQ Podcast, Thomas Betts speaks with Chris Richardson about minimizing design-time coupling in a microservice architecture.

All in architecture-design

AI, ML and Data Engineering

Featured in AI, ML & Data Engineering

Evolving Analytics in the Data Platform

Blanca Garcia-Gil discusses the BBC’s analytics platform architecture, the failure modes they designed for, and the investigation of the new unknowns and automated them away.

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

Leveraging Small Teams to Scale Agility - a Red Hat Case Study

This article gives you a sneak peek into the adoption of Agile methodology at Red Hat. It shows how they have split the existing large subsystem team into smaller durable Scrum teams. Small teams scale well. They can more easily clarify dependencies and increase focus, leading to an increase in the ability to complete work, can mature faster, and can learn from a “fail fast” mentality more easily.

All in culture-methods

DevOps

Featured in DevOps

Using the Plan-Do-Check-Act Framework to Produce Performant and Highly Available Systems

The PDCA (plan-do-check-act) framework can be used to outline the performance, availability, and monitoring to enable teams to ensure performant and highly available applications. These include infrastructure design and setup, application architecture and design, coding, performance testing, and application monitoring.

All in devops

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InfoQ Live June

Prevent Cloud and Serverless security challenges Virtual Event on June 22, 2021, 9 am EDT / 3 pm CEST

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Accelerate your software delivery with modern DevOps practices Virtual Event on July 20th, 9 am EDT / 3 pm CEST

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Learn best practices for migrating to cloud native architectures Virtual Event on August 17th, 9 am EDT / 3 pm CEST

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InfoQ Homepage Machine Learning Content on InfoQ

Machine Learning

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Guides about Machine Learning

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Presentations about Machine Learning

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AI, ML & Data Engineering

BERT for Sentiment Analysis on Sustainability Reporting

Susanne Groothuis
on Aug 14, 2020

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34:43
AI, ML & Data Engineering

Applying Machine Learning to Financial Payments

Tamsin Crossland
on Aug 06, 2020

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49:23
AI, ML & Data Engineering

The Fast Track to AI with JavaScript and Serverless

Peter Elger
on Jul 31, 2020

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40:54
AI, ML & Data Engineering

Is Machine Learning the Right Tool?

Brian Korzynski
on Jul 26, 2020

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50:31
AI, ML & Data Engineering

Visual Intro to Machine Learning and Deep Learning

Jay Alammar
on Jul 22, 2020

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54:30
AI, ML & Data Engineering

Predicting Cryptocurrency Exchange Rates with Stream Processing, Social Data and Online Learning

Tim Frey
on Jun 23, 2020

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32:46
AI, ML & Data Engineering

Deep Learning at Scale: Distributed Training and Hyperparameter Search for Image Recognition Problems

Michael Shtelma
on May 26, 2020

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33:21

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Podcasts about Machine Learning

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Architecture & Design

Phil Winder on the History, Practical Application, and Ethics of Reinforcement Learning

Phil Winder
on Mar 01, 2021

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33:04
Architecture & Design

Carin Meier Using Machine Learning to Combat Major Illnesses, Such as the Coronavirus

Carin Meier
on Feb 16, 2021

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28:29
Architecture & Design

Josh Wills on Building Resilient Data Engineering and Machine Learning Products at Slack

Josh Wills
on Dec 08, 2019

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30:52
Architecture & Design

Victor Dibia on TensorFlow.js and Building Machine Learning Models with JavaScript

Victor Dibia
on Nov 08, 2019 1

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28:00
Architecture & Design

Piero Molino on Ludwig, a Code-Free Deep Learning Toolbox

Piero Molino
on May 24, 2019

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28:53
AI, ML & Data Engineering

Katharine Jarmul and Ethical Machine Learning

Katharine Jarmul
on Mar 16, 2019

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32:29
Architecture & Design

Grady Booch on Today’s Artificial Intelligence Reality and What it Means for Developers

Grady Booch
on Feb 22, 2019

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32:32

Articles about Machine Learning

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AI, ML & Data Engineering

Accelerating Deep Learning on the JVM with Apache Spark and NVIDIA GPUs

Haoxuan Wang Qing Lan Carol McDonald
on Jun 11, 2021 2
AI, ML & Data Engineering

How Optimizing MLOps Can Revolutionize Enterprise AI

Monte Zweben
on Mar 06, 2021
AI, ML & Data Engineering

AI Applied in Enterprises: Information Architecture, Decision Optimization, and Operationalization

Ben Linders Eberhard Hechler Martin Oberhofer Thomas Schaeck
on Jan 31, 2021
Emerging Technologies

The Brain is Neither a Neural Network Nor a Computer: Book Review of The Biological Mind

Michael Stiefel
on Jan 29, 2021
AI, ML & Data Engineering

Overcoming Data Scarcity and Privacy Challenges with Synthetic Data

Dawn Li
on Dec 25, 2020
AI, ML & Data Engineering

Understanding Similarity Scoring in Elasticsearch

Ziv Segal Brilian Firdaus
on Dec 23, 2020 1
Culture & Methods

Q&A on the Book Cybersecurity Threats, Malware Trends and Strategies

Ben Linders Tim Rains
on Dec 07, 2020

News about Machine Learning

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AI, ML & Data Engineering

Facebook Open-Sources Expire-Span Method for Scaling Transformer AI

Anthony Alford
on Jun 15, 2021
AI, ML & Data Engineering

AI Conference Recap: Google, Microsoft, Facebook, and Others at ICLR 2021

Anthony Alford
on Jun 08, 2021
.NET

.NET News Roundup: Visual Studio 2019 for Mac, Windows ML, Project Tye, Oqtane

Arthur Casals
on Jun 07, 2021
Cloud

Google Cloud Announces Managed Machine Learning Platform Vertex AI

Renato Losio
on Jun 06, 2021
AI, ML & Data Engineering

CMU Develops Algorithm for Guaranteeing AI Model Generalization

Anthony Alford
on Jun 01, 2021
AI, ML & Data Engineering

Microsoft's ZeRO-Infinity Library Trains 32 Trillion Parameter AI Model

Anthony Alford
on May 25, 2021
AI, ML & Data Engineering

NVIDIA Announces AI Training Dataset Generator DatasetGAN

Anthony Alford
on May 18, 2021
Cloud

Amazon Open Sources DeepRacer Device Software

Renato Losio
on May 16, 2021

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