Machine Learning

ML and AI with Elixir

Talks (43)

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

George Guimaraes

ElixirConf EU 2026

Talk 30:00 The Everything App

ElixirConf EU 2026

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

BBUG #8 - MCP in Phoenix

AI Image Generation in Elixir

Talk AI Image Generation in Elixir

Elixir Montréal - AI Image Generation in Elixir

Ash AI Launch

Talk 42:00 Ash AI Launch

ElixirConf EU 2025

Code Intelligence and RAG in Elixir with rag.ex

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

ElixirConf EU 2025

Meta Programming in Elixir: Dynamic Function Calling with LLMs

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

ElixirConf EU 2025

Whisperer: An Elixir-based Multi Agent Workflow Framework

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

Sola Aremu 'Pelumi , Ridwan Otun

ElixirConf EU 2025

Message Brokers and MCP - Just Another Protocol or More?

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

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

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

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

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

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

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

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

Savannah Manning , Bruce Tate

Gig City Elixir 2024

Machine Learning for Trading

Talk 31:00 Machine Learning for Trading

Gig City Elixir 2024

Stupid Awesome AI

Talk 30:00 Stupid Awesome AI

Gig City Elixir 2024

Data Labelling is Good for You

Talk 26:00 Data Labelling is Good for You

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

Keynote: The Two Cultures of Artifical Intelligence

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

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

Code BEAM Europe 2023

Building AI Apps with Elixir

Talk 31:00 Building AI Apps with Elixir

ElixirConf US 2023

Fine-tuning language models with Axon

Talk 43:00 Fine-tuning language models with Axon

ElixirConf US 2023

Learn Stochastic Gradient Descent in 30 Minutes

Talk 19:00 Learn Stochastic Gradient Descent in 30 Minutes

ElixirConf US 2023

MLOps in Elixir: Simplifying traditional MLOps with Elixir

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

ElixirConf US 2023

Nx Powered Decision Trees

Talk 32:00 Nx Powered Decision Trees

ElixirConf US 2023

Powerful Machine Learning at Your Fingertips

Talk 28:00 Powerful Machine Learning at Your Fingertips

ElixirConf EU 2023

Axon: Functional Programming for Deep Learning

Talk 32:00 Axon: Functional Programming for Deep Learning

ElixirConf US 2022

The Future AI Stack

Keynote 55:00 The Future AI Stack

Christopher Grainger

ElixirConf US 2022

Recommending Elixir To Build a Recommendation Engine

Talk 32:00 Recommending Elixir To Build a Recommendation Engine

The Future of Large Language Models is Elixir

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

Introducing Nx

Keynote 53:00 Introducing Nx

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

ElixirConf US 2020

Beyond LiveView: Building Real-Time...

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

Sophie DeBenedetto

ElixirConf US 2019

Intro to Machine Learning

Talk 46:00 Intro to Machine Learning

Code BEAM SF 2018

Machine Learning with Elixir and Phoenix

Talk 42:00 Machine Learning with Elixir and Phoenix

ElixirConf EU 2017

Elixir Adoption at Scale: A Comprehensive Guide

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

Lonestar ElixirConf 2017