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]()
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]()
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]()
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]()
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]()
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]()
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]()
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
