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Development

Featured in Development

Proving Algebraic Laws in Scala Using Stainless

Viktor Kunčak overviews Stainless used to state and formally verify properties of functional programs written in Scala.

All in development

Architecture & Design

Featured in Architecture & Design

Testing Software Architecture

Vladik Khononov discusses testing the architecture of a system, covering what makes a good architecture, identifying a big ball of mud, an exhausted architecture, and automating such tests.

All in architecture-design

AI, ML and Data Engineering

Featured in AI, ML & Data Engineering

Accuracy as a Failure

Vincent Warmerdam talks about cautionary tales of mistakes that might happen when we let data scientists on a goose chase for accuracy. It may surprise us, but highly accurate models are more damaging than the inaccurate ones. He shares some work that his team is doing to make sure that chatbots don't fall into this trap.

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

How We Built a Generative Culture at Redgate

Jeff Foster talks about the Westrum model of culture and shares some practical steps that Redgate has taken to improve the way they build products by building a generative culture.

All in culture-methods

DevOps

Featured in DevOps

Pitfalls in Measuring SLOs

Danyel Fisher and Liz Fong Jones discuss how they brought the theory of SLOs to practice, and what they learned that they hadn’t expected in the process.

All in devops

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Trends Report: Software Architecture and Design

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AI, ML & Data Engineering

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Podcasts about AI, ML & Data Engineering

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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
Architecture & Design

Emmanuel Ameisen, Head of AI at Insight, on Building a Semantic Search System for Images

Emmanuel Ameisen
on Oct 08, 2018

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35:19
Architecture & Design

Mike Lee Williams on Probabilistic Programming, Bayesian Inference, and Languages Like PyMC3

Mike Lee Williams
on Aug 31, 2018

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33:16

Guides about AI, ML & Data Engineering

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Articles about AI, ML & Data Engineering

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AI, ML & Data Engineering

Applied Probability - Counting Large Set of Unstructured Events with Theta Sketches

Ronen Cohen
on Jun 29, 2020
Java

TornadoVM: Accelerating Java with GPUs and FPGAs

Juan Fumero
on Jun 13, 2020
Java

Machine Learning in Java with Amazon Deep Java Library

Xinyu Liu Frank Liu Frank Greco Zoran Sevarac Balaji Kamakoti
on May 28, 2020
AI, ML & Data Engineering

Q&A on the Book Hands-On Genetic Algorithms with Python

Carol McDonald Eyal Wirsansky
on May 18, 2020
AI, ML & Data Engineering

The Road to Artificial Intelligence: a Tale of Two Advertising Approaches

Lloyd Danzig
on May 11, 2020
Cloud

Edge Computing and Flow Evolution

James Urquhart
on May 08, 2020 1
Culture & Methods

What Do AI and Test Automation Have in Common?

Daniel Gold
on May 04, 2020

Presentations about AI, ML & Data Engineering

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AI, ML & Data Engineering

Accuracy as a Failure

Vincent Warmerdam
on Jul 02, 2020

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54:11
AI, ML & Data Engineering

High-Performance Data Processing with Spring Cloud Data Flow and Geode

Cahlen Humphreys Tiffany Chang
on Jun 28, 2020

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34:16
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

Databases and Stream Processing: a Future of Consolidation

Ben Stopford
on Jun 09, 2020

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46:55
Architecture & Design

Taming Large State: Lessons from Building Stream Processing

Sonali Sharma Shriya Arora
on Jun 04, 2020

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43:48
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
Architecture & Design

Building a Data Exchange with Spring Cloud Data Flow

Channing Jackson
on May 23, 2020

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53:56

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News about AI, ML & Data Engineering

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AI, ML & Data Engineering

Spark AI Summit 2020 Highlights: Innovations to Improve Spark 3.0 Performance

Carol McDonald
on Jul 03, 2020
AI, ML & Data Engineering

MIT and Toyota Release Autonomous Driving Dataset DriveSeg

Anthony Alford
on Jun 30, 2020
Java

MicroProfile GraphQL 1.0 - a New API in the MicroProfile Family

Michael Redlich
on Jun 30, 2020
AI, ML & Data Engineering

DataStax Announces Cloud Native Database as a Service and AIOps Tools

Srini Penchikala
on Jun 23, 2020
Mobile

Google ML Kit SDK Now Focuses on On-Device Machine Learning

Sergio De Simone
on Jun 23, 2020
AI, ML & Data Engineering

Facebook Announces TransCoder AI to Translate Code across Programming Languages

Anthony Alford
on Jun 23, 2020
AI, ML & Data Engineering

Uber Open-Sources AI Abstraction Layer Neuropod

Anthony Alford
on Jun 16, 2020
Emerging Technologies

Paddle Quantum: Bringing Baidu Deep Learning Perform to Quantum Computing

Sergio De Simone
on Jun 12, 2020

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