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Machine Learning with Apache Beam - Danny McCormick, Google - Open Source 101

Getting started with Julia and Machine Learning | Anthony Blaom & Samuel | JuliaCon 2022

Creativity and technology

Nikolas Markou - Artificial Intelligence for Vision: A walkthrough of recent breakthroughs

The Most Dangerous Codec in the World: Finding and Exploiting Vulnerabilities in H.264 Decoders

gogoprotobuf: How NOT to run an open source project - Walter Schulze

DjancoCon 2022 | KEYNOTE: What should you have to worry about

Peter Vidos - Building Interactive, Animated Reports and Dashboards in Streamlit with ipyvizzu

Automation

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

Automated Machine Learning

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

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

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

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

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

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

Devops

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

How we killed DevOps by creating a dedicated DevOps team | Adam Nowak

Driving Culture Change through DevOps, and Vice Versa / Speakers: James Betteley & Sara Milne

Making DevOps Valuable | Sasha Rosenbaum

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

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

Kris Buytaert – Over a decade of #devops, what have we learned

Marc Cluet – Managing DevOps Teams, staying alive

Elixir

ElixirConf 2023 - Elaine Watanabe - Exploring code smells in Elixir

ElixirConf 2023 - Sean Moriarity - MLOps in Elixir: Simplifying traditional MLOps with Elixir

ElixirConf 2023 - Owen Bickford - Elixir's Secret Ingredient

ElixirConf 2023 - Michał Śledź - Rewrite Pion in Elixir

ElixirConf 2023 - Michael Lubas - Elixir Security: a Business and Technical Perspective

ElixirConf 2023 - Kimberly Erni - Scaling Up Travel with Elixir

ElixirConf 2023 - Savannah Manning - Functional Juniors: Leveling up your New Elixir Devs

ElixirConf 2023 - Geoffrey Lessel - Introducing Vox: the static site generator for Elixir lovers

Python

Python-based ML and HPC workflows in the Cloud for science and engineering I PyData Chicago 2022

Kalyan Prasad - Python-Driven Portfolios: Bridging Theory and Practice for Efficient Investments

DjangoCon Europe 2023 | Teaching Children Python-What Works?

Juan Nunez-Iglesias - View, annotate, and analyze multi-dimensional images in Python with napari

Sponsor Presentation—S. Ostrowski: Accelerate your workflow from local Python prototype to the cloud

Sponsor Presentation - How to build stunning Data Science Web applications in Python

Cheuk Ho - How to be Pythonic? Design a Query Language in Python

Sponsor Presentation - Python Profiling State of the World

Rust

RustConf 2023 - A Rust-based garbage collector for Python

RustConf 2023 - Rustacean Community Interfaces: A Tale of Many Hats

RustEdu Workshop 2022 - RustViz: Interactively Visualizing Ownership and Borrowing

Rustberry Pi: Baby-steps in Embedded Rust - Lisa Passing - Rust Linz, September 2022

RustConf 2023 - The Art and Science of Teaching Rust

RustConf 2023 - Extending Rust's Effect System

RustConf 2023 - Rust Foundation: Demystified

RustConf 2023 - Rust in the Wild: A Factory Control System from Scratch

Security

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

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

PyData Chicago January 2023 Meetup | Securday: Natural Language Network Scanner

PAR: Securing the OAuth and OpenID Connect Front-Channel - Dominick Baier - NDC Security 2024

Why Security Is Important in ML and How To Secure Your ML-based Solutions | Rachid Kherrazi

Security Champions? Introduce them in your Organisation | Ives Laaf

The insecurity of OAuth 2.0 in frontends - Philippe de Ryck - NDC Security 2023

SAINTCON 2016 - Kevin Stultz - Docker Container Security