All topics

Machine Learning

ML and AI with Elixir

Talks (59)

Talk 30:00 Arcana: Production-Ready RAG Entirely in Elixir

George Guimaraes

ElixirConf EU 2026

Talk 30:00 The Everything App

Lars Wikman

ElixirConf EU 2026

Talk 30:00 MCP in Phoenix: Architecture and Lessons from Remote Agents

António Silva

BBUG #8 - MCP in Phoenix

AI Image Generation in Elixir
Talk AI Image Generation in Elixir

Kevin Edey

Elixir Montréal - AI Image Generation in Elixir

Message Brokers and MCP - Just Another Protocol or More?
Talk 28:00 Message Brokers and MCP - Just Another Protocol or More?

Ken Liao , Vignesh Selvam

MQ Summit 2025

Ash AI Launch
Talk 42:00 Ash AI Launch

Zach Daniel

ElixirConf EU 2025

Code Intelligence and RAG in Elixir with rag.ex
Talk 24:00 Code Intelligence and RAG in Elixir with rag.ex

Chris Beck

ElixirConf EU 2025

Meta Programming in Elixir: Dynamic Function Calling with LLMs
Talk 20:00 Meta Programming in Elixir: Dynamic Function Calling with LLMs

Conor Sinclair

ElixirConf EU 2025

Whisperer: An Elixir-based Multi Agent Workflow Framework
Talk 40:00 Whisperer: An Elixir-based Multi Agent Workflow Framework

Ridwan Otun , Sola Aremu 'Pelumi

ElixirConf EU 2025

Designing LLM Native Systems
Keynote 41:00 Designing LLM Native Systems

Sean Moriarity

Code BEAM America 2025

Fault-Tolerant Machine Learning Operations
Keynote 50:00 Fault-Tolerant Machine Learning Operations

Chelsea Troy

Code BEAM America 2025

Keynote: AI for Mathematical Discovery: (...) Neuro-Symbolic Methods
Keynote 53:00 Keynote: AI for Mathematical Discovery: (...) Neuro-Symbolic Methods

Moa Johansson

Lambda Days 2025

Boosting Axon's Training Capabilities Toward State of the Art Image Models
Talk 39:00 Boosting Axon's Training Capabilities Toward State of the Art Image Models

Scott Mueller

ElixirConf US 2024

Creating a Digital Human with Membrane, Elixir's Video Processing Toolkit
Talk 25:00 Creating a Digital Human with Membrane, Elixir's Video Processing Toolkit

Lukasz Kita , Nick Dichev

ElixirConf US 2024

Getting Nx to the Edge with LiveView Native and Nerves
Talk 21:00 Getting Nx to the Edge with LiveView Native and Nerves

Paulo Valente

ElixirConf US 2024

GoldenOrb: AI Generated UI Components that Run Everywhere via WebAssembly
Talk 28:00 GoldenOrb: AI Generated UI Components that Run Everywhere via WebAssembly

Patrick Smith

ElixirConf US 2024

Livebook in the Cloud: GPUs and Clustered Workflows in Seconds
Keynote 1:08:00 Livebook in the Cloud: GPUs and Clustered Workflows in Seconds

Chris McCord , Christopher Grainger

ElixirConf US 2024

ML for Trading Stocks in Elixir
Talk 38:00 ML for Trading Stocks in Elixir

Sam McDavid

ElixirConf US 2024

Using NeuralProphet, Nx and Livebook to Forecast Business Data in Elixir
Talk 32:00 Using NeuralProphet, Nx and Livebook to Forecast Business Data in Elixir

George Guimaraes

ElixirConf US 2024

An Expedition into Elixir ML
Talk 28:00 An Expedition into Elixir ML

Bruce Tate , Savannah Manning

Gig City Elixir 2024

Machine Learning for Trading
Talk 31:00 Machine Learning for Trading

Sam McDavid

Gig City Elixir 2024

Stupid Awesome AI
Talk 30:00 Stupid Awesome AI

Stuart Page

Gig City Elixir 2024

Data Labelling is Good for You
Talk 26:00 Data Labelling is Good for You

Maciej Gryka

ElixirConf EU 2024

Exploring the Performance Characteristics of Nx
Talk 24:00 Exploring the Performance Characteristics of Nx

Benjamin Philip

ElixirConf EU 2024

Keynote: Ship it! A Roadmap for putting Nx into Production
Keynote 1:04:00 Keynote: Ship it! A Roadmap for putting Nx into Production

Christopher Grainger

ElixirConf EU 2024

Nearest Neighbors, Distant Words: Unleashing the Power of ANN in LLMs
Talk 30:00 Nearest Neighbors, Distant Words: Unleashing the Power of ANN in LLMs

Mikk Rätsep , Milad Rastian

ElixirConf EU 2024

Accelerating machine learning hardware development with Elixir
Talk 33:00 Accelerating machine learning hardware development with Elixir

Isaac Yonemoto

Code BEAM America 2024

Elixir, Erlang, and the Quest for AI Justice: Building Unbiased ML Systems
Talk 34:00 Elixir, Erlang, and the Quest for AI Justice: Building Unbiased ML Systems

Rashmi Nagpal

Code BEAM America 2024

Motion Commotion: Motion Tracking with Bumblebee and Liveview
Talk 19:00 Motion Commotion: Motion Tracking with Bumblebee and Liveview

Katelynn Burns

Code BEAM America 2024

Keynote: The Two Cultures of Artifical Intelligence
Keynote 53:00 Keynote: The Two Cultures of Artifical Intelligence

Philip Wadler

Lambda Days 2024

A Year in Production with Machine Learning on the BEAM
Keynote 47:00 A Year in Production with Machine Learning on the BEAM

Christopher Grainger

Code BEAM Europe 2023

Empowering Edge Devices with Lightweight Neural Network Inference Framework
Talk 21:00 Empowering Edge Devices with Lightweight Neural Network Inference Framework

Cocoa Xu

Code BEAM Europe 2023

Building AI Apps with Elixir
Talk 31:00 Building AI Apps with Elixir

Charlie Holtz

ElixirConf US 2023

Fine-tuning language models with Axon
Talk 43:00 Fine-tuning language models with Axon

Toran Billups

ElixirConf US 2023

Learn Stochastic Gradient Descent in 30 Minutes
Talk 19:00 Learn Stochastic Gradient Descent in 30 Minutes

Eric Iacutone

ElixirConf US 2023

MLOps in Elixir: Simplifying traditional MLOps with Elixir
Talk 25:00 MLOps in Elixir: Simplifying traditional MLOps with Elixir

Sean Moriarity

ElixirConf US 2023

Nx Powered Decision Trees
Talk 32:00 Nx Powered Decision Trees

Andres Alejos

ElixirConf US 2023

Evision One Year - An Evolving Elixir Library for Computer Vision Tasks
Talk 26:00 Evision One Year - An Evolving Elixir Library for Computer Vision Tasks

Cocoa Xu

Code BEAM Lite Stockholm 2023

Bringing Elixir to Life
Keynote 56:00 Bringing Elixir to Life

José Valim

ElixirConf EU 2023

Lively LiveView with Membrane
Talk 30:00 Lively LiveView with Membrane

Lars Wikman

ElixirConf EU 2023

"Not Hotdog" Revisited
Talk 30:00 "Not Hotdog" Revisited

Evadne Wu

ElixirConf EU 2023

Powerful Machine Learning at Your Fingertips
Talk 28:00 Powerful Machine Learning at Your Fingertips

Jonatan Klosko

ElixirConf EU 2023

Axon: Functional Programming for Deep Learning
Talk 32:00 Axon: Functional Programming for Deep Learning

Sean Moriarity

ElixirConf US 2022

The Future AI Stack
Keynote 55:00 The Future AI Stack

Christopher Grainger

ElixirConf US 2022

Slaying the Type Hydra, or How We Went from 12,000 Dialyzer Errors to None
Talk 45:00 Slaying the Type Hydra, or How We Went from 12,000 Dialyzer Errors to None

Jesper Eskilson

Code BEAM Europe 2022

Smashing the Data Bottleneck with Federated Machine Learning on the BEAM
Talk 37:00 Smashing the Data Bottleneck with Federated Machine Learning on the BEAM

Vijay Chakilam

Code BEAM Europe 2022

Machine learning, IoT and Erlang: is this the right mix for reliable federated learning?
Talk 30:00 Machine learning, IoT and Erlang: is this the right mix for reliable federated learning?

Anna Lito Michala

Code BEAM America 2021

Creating a Scalable Intent Classifier with Elixir, Python and TensorFlow
Talk 50:00 Creating a Scalable Intent Classifier with Elixir, Python and TensorFlow

Arjan Scherpenisse

ElixirConf EU 2021

Recommending Elixir To Build a Recommendation Engine
Talk 32:00 Recommending Elixir To Build a Recommendation Engine

Andrew Forward

EMPEX 2021

The Future of Large Language Models is Elixir
Talk 24:00 The Future of Large Language Models is Elixir

Sean Moriarty

EMPEX 2021

on Machine Learning on the BEAM
Keynote 45:00 on Machine Learning on the BEAM

Garrett Smith , Randall Thomas , Svetlana Levitan , José Valim , Dave Lucia

Code BEAM V Europe 2021

Machine Learning in Elixir and the BEAM
Talk 35:00 Machine Learning in Elixir and the BEAM

Bruce Tate , José Valim

Code BEAM V America 2021

Introducing Nx
Keynote 53:00 Introducing Nx

José Valim

Lambda Days 2021

Keynote: Robust Data Pipelines for Machine Learning-Driven Industrial IoT
Keynote 50:00 Keynote: Robust Data Pipelines for Machine Learning-Driven Industrial IoT

Jenn Gamble

ElixirConf US 2020

Beyond LiveView: Building Real-Time...
Talk 38:00 Beyond LiveView: Building Real-Time...

Sophie DeBenedetto

ElixirConf US 2019

Boosting reinforcement learning with Elixir
Talk 33:00 Boosting reinforcement learning with Elixir

Ricardo Corral-Corral

Code BEAM STO 2019

Intro to Machine Learning
Talk 45:00 Intro to Machine Learning

Jesse J. Anderson

Code BEAM SF 2018

Machine Learning with Elixir and Phoenix
Talk 42:00 Machine Learning with Elixir and Phoenix

Eric Weinstein

ElixirConf EU 2017

Elixir Adoption at Scale: A Comprehensive Guide
Talk 38:00 Elixir Adoption at Scale: A Comprehensive Guide

Ben Marx

Lonestar ElixirConf 2017