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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

John DesJardins on Continuous Intelligence and In-Memory Computing

In this podcast, John DesJardin, Chief Technology Officer at Hazelcast, met with InfoQ podcast co-host Thomas Betts to discuss the idea of continuous intelligence.

All in architecture-design

AI, ML and Data Engineering

Featured in AI, ML & Data Engineering

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

In this article, authors discuss how to use the combination of Deep Java Learning (DJL), Apache Spark v3, and NVIDIA GPU computing to simplify deep learning pipelines while improving performance and reducing costs. They also show the performance comparison of this solution with GPU vs CPU hardware, using Amazon EMR and NVIDIA RAPIDS Accelerator.

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

Anders Wallgren of Cloudbees on the Human Side of Software Delivery Management

In this podcast Shane Hastie spoke to Anders Wallgren of CloudBees about the human side of software development, ways to improve collaboration and why the future is in features.

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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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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AI, ML & Data Engineering

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Guides about AI, ML & Data Engineering

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Podcasts about AI, ML & Data Engineering

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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

Bryan Cantrill on Rust and Why He Feels It’s The Biggest Change in Systems Development in His Career

Bryan Cantrill
on Apr 12, 2019

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38:41
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

Presentations about AI, ML & Data Engineering

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AI, ML & Data Engineering

Scaling & Optimizing the Training of Predictive Models

Nicholas Mitchell
on May 31, 2021

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21:39
Culture & Methods

Using DevEx to Accelerate GraphQL Federation Adoption @Netflix

Paul Bakker Kavitha Srinivasan
on May 28, 2021

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27:20
Architecture & Design

Building Latency Sensitive User Facing Analytics via Apache Pinot

Chinmay Soman
on Jan 31, 2021

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19:25
AI, ML & Data Engineering

A Functional Tour of Automatic Differentiation

Oliver Strickson
on Sep 27, 2020

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35:40
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

MORE PRESENTATIONS

News about AI, ML & Data Engineering

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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
Development

Pyodide Brings Python and Its Scientific Stack to the Browser with WebAssembly

Bruno Couriol
on May 31, 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

IBM Introduces Watson Orchestrate for Task Automation

Steef-Jan Wiggers
on May 18, 2021

Articles about AI, ML & Data Engineering

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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
.NET

Deep Diving into EF Core: Q&A with Jeremy Likness

Jeremy Likness Arthur Casals
on May 12, 2021
AI, ML & Data Engineering

Why a Serverless Data API Might Be Your Next Database

Pieter Humphrey
on May 05, 2021
Cloud

Indestructible Storage in the Cloud with Apache Bookkeeper

Anup Ghatage
on Apr 28, 2021
Cloud

The Perfect Pair: Digital Twins and Predictive Maintenance

Karthikeyan Shanmugam
on Mar 10, 2021
AI, ML & Data Engineering

How Optimizing MLOps Can Revolutionize Enterprise AI

Monte Zweben
on Mar 06, 2021
Culture & Methods

Agile Development Applied to Machine Learning Projects

Jay Palat
on Feb 25, 2021 3

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