Automated Machine Learning

AutoML: from data acquisition to predictions in production in a few clicks

Greg Michaelson AutoML as it should have always been | JupyterCon 2023

A Cellular Automaton with Rust and Bevy - Diemo Heuer - Rust Linz, October 2022

Tutorials - Olga Matoula, Aya Elsayed: Automate Documentation with Sphinx & GitHub Actions

37C3 - Unlocking the Road Ahead: Automotive Digital Forensics

Increase your productivity on personal projects with comprehensive docs and automated tests - DCUS

Önder Ceylan - Rethinking Browser Automation: Unleashing the Power of Puppeteer and Playwright

The Troubles of Automating “all the Things” | J. Paul Reed

Automation Is Hard & We Are Doing It Wrong • Johan Abildskov • GOTO 2022

Your Tests Lack Vision: Adding Eyes to your Automation Framework

Beatriz Martinez & Ignacio Verona – Next generation network operation through automation

Sales & Marketing #AI and Automation Strategies - The Power of Efficiency

Improving Open Source Ecosystem Sustainability Through Automation & Seamless Contribution Process

Stop fighting useless battles: automate code style, architecture compliance by Roberto Franchini

Anton Chernikov - Automate your tasks with Python and publish with Chat Apps

Ethos behind my Home Automation Journey

Cristian Daniel Marquez Barrios - Coding Automation Lesson #1: Please Be Lazy - JSWORLD 2023

Voxxed Days Ioannina 2024 - Magic of Automation and Everyday Chores

The path to agile DevSecOps – a holistic approach of automation, orchestration and correlation

Fueling the New Age of B2B GTM with AI and Automation

How to Get Started With Process Automation • Bernd Rücker & Richard Seroter

Hayri Göcke | AI enabling automated maintenance | Rise of AI Conference 2023

Who is afraid of automation?

MLOps, Automated Machine Learning Made Easy

GTAC 2015: Robot Assisted Test Automation

DPC2019: Automatic Web Page Optimisation in Pure PHP - Albert Peschar

The evolution of a Django Website into a radio automation back-end

Writing sustainable automated tests

How to Automatic Speech Recognition(ASR)? - VB

How to Build Your First C++ Automated Refactoring Tool - Kristen Shaker - CppCon 2023

Shuffle Up and Deal: Analyzing the Security of Automated Card Shufflers

Automatic Image Cropping for Online Classifieds | Alexey Grigorev

Hongjoo Lee - Automating machine learning workflow with DVC

RollBack - A New Time-Agnostic Replay Attack Against the Automotive Remote Keyless Entry Systems

Automatically Process Your Operations in Bulk With Coroutines - Francesco Zoffoli - CppCon 2021

Josh Goldberg - Detecting React bugs automatically with linting and TypeScript - React Live 2023

DjangoCon Europe 2023 | The evolution of a Website into a radio automation back-end.

DjangoCon 2022 | Lightning Talks Day 3

Ryan May - Building MetPy for the Long Term | SciPy 2023

Playing Video Games One Frame at a Time - Ólafur Waage - NDC TechTown 2023

DOs and DON'Ts of managing numerous very large databases at CERN by Andrzej Nowicki

Are you ready for production? by Jaana Dogan

Tracy Teal - Scientific and technical publishing with Python and Quarto | SciPy 2023

Open Source Pentesting and Security Analysis Tools: the DevOps way… #slideless

Abby Carey - Developing Flask Applications for Google Cloud

🚀 Securing Your Infrastructure with Vault (Paul Stack)

Embracing DevOps Practices to create a Culture of Quality in Cloud Platform Teams / Nayana Shetty

David: Making MLOps uncool again

Mastering Testcontainers by Oleg Šelajev

Power Fixing React Performance Woes – Josh Goldberg, React Advanced 2023

AWS Cloud Development Kit: Boost your Infrastructure | Philipp Garbe

Next Generation Code Architecture for Building Maintainable Node Applications - Juri Strumpflohner

Nextops: Standardizing Software Delivery To Drive Future Innovation - Gary Shaffer & Jared Patrick

PHP UK 2023 - Track 3 (King Vault)

"Blueprints for a Universal Reasoning Machine" by Zenna Tavares (Strange Loop 2022)

Becoming Cloudy with Kubernetes - Burr Sutter

Roc Alayo Arnabat & Sergi Rosell Ferrer - GitOps in Modern Security-Compliant Environments

Boost your App with Machine Learning APIs | Laurent Picard | ML Conference 2018 Spring

Test Software On Emulated Hardware In Containers... In The Cloud

Alexander Hultnér - API-schema-based testing with schemathesis

Keep Your Dependencies in Check • Marit van Dijk • GOTO 2023

Do More using GitHub, AI, and VS Code | John Papa | ng-conf 2023

From Swagger to Kotlin via Gradle Generating your network code has never been so easy

Anisha Malde - A Story(book) about testing - React Live 2023

Knative and the three Dwarfs | Kamesh Sampath

Maggy: Asynchronous distributed hyperparameter optimization based on Apache Spark Asynchronous algo…

DPC2022: Use an API contract for testing and development!

Bücherratten: IPv6 - Eine kleine Einführung mit Linux

How NOT to Write a Test in Go - Amir Malka

Building an ML Factory | Adi Hirschtein, Iguazio (May 2022)

Front End Testing with GitHub Actions - Amy Kapernick - NDC London 2024

Keynote: Testing Modern Web Apps Like a Champion with Andrew Knight

Christian Adell Querol – The role of the Network Engineer in the DevOps era

Improving Ebay's Development Velocity – Randy Shoup

AI Solutions | Rise of AI Summit 2020

Tiny Tests, Large Results – Nikolay Advolodkin, TestJS Summit 2022

Continuous Delivery with GitHub Actions - Brian Douglas

William Arias - Deploy your Machine Learning Bots like a boss with CI/CD

From a Pipeline to a Government Cloud How the UK government deploy a Platform-as-a-Service using Co…

Juan Luís Buenosvinos – Improving your Kubernetes DevOps implementation in complex scenarios

Git Workflows for Platform Engineers - Lee Faus

Serverless Deployments with Canary – Creating DevOps engineers at LEGO.com | Nicole Yip

Unconference - Stream 3 - 14:30-15:30 - PGCon 2022

Boosting Test Coverage for Microservices - Laura Vuorenoja

SAINTCON 2016 - Andrew Brandt (Spike) - Ingress Egress: The emerging threats of AR gaming

Release It! • Michael Nygard & Trisha Gee

Scaling Without Hiring: The Power of Generative AI for Bootstrappers

Julia López -Using Multiple Databases with Active Record - Rails World 2023

Continuous Delivery for Machine Learning Applications with Open Source Tools

Continuous Delivery starts with Continuous Infrastructure

Sustainable Continuous Delivery: Patterns for rapid and reliable Releases | Manuel Pais

Designing Data Governance from the Ground Up • Lauren Maffeo & Samia Rahman

SAINTCON 2023 - James Cabe - Building an Isolated Recovery Environment

Twitter Space | Testing: unit (testing-library/react) and end-to-end/integration

DevOpsCon Spring 2019 Keynote -- Operations: the last Mile for DevOps

Matt Biilmann - JAMstack at Scale: why pre-built markup is critical

Principles of Effective Developers by Sebastian Daschner

Platform Engineering: Raise the Level of Abstraction using Kubernetes Operators by Tom De Wolf

How to move a highly critical system and 60k machines in the cloud (Keynote)