Welcome to the Predibase Resources Center
Your one stop shop for all machine learning, deep learning, and declarative ML ebooks, webinars and learning resources.
Exploring AutoML for Deep Learning with Ludwig
Ludwig AutoML makes it easy to rapidly build state-of-the-art models for tabular and text classification among other use cases. In this session, we deep-dive into Ludwig AutoML design, development, evaluation, and use.
Videos & Webinars
Solution Guide: Low-code Machine Learning with Predibase
Overview of declarative ML and how Predibase enables teams to rapidly build, iterate and deploy state-of-the-art machine learning models with little to no code - in minutes.
eBooks
Santavision: Deep Learning for the Holidays
Learn how to use Predibase and open-source Ludwig to rapidly train an image classifier in less than 15 lines of a config file
Videos & Webinars
Hands-on with Multi-Modal Machine Learning: Predicting Customer Ratings
Learn how to easily build and evaluate a deep learning model to predict customer ratings using unstructured text and tabular data.
Videos & Webinars
Intro to Text Classification on Ludwig
Learn how to build a state-of-the-art text classifier with Ludwig in just a few lines of a configuration file.
Tutorials
Intro to Declarative ML Systems
Learn how Declarative machine learning systems—like those started at Uber and Apple—provide a glass-box approach to automating ML.
Videos & Webinars
Guide to Sentiment Analysis with Ludwig
3-part guide to go from importing data and implementing baseline models to working with BERT and doing Hyperparameter Optimization, all using only open-source Ludwig.
Tutorials