page-content-no-header.php

Classify art with TensorFlow

Get the code

Get started

A beginner’s guide to artificial intelligence, machine learning, and cognitive computing

Explore some of the important aspects of AI and its subfields.

Deep learning architectures

Explore five of the most popular deep learning architectures, then take a look at open source software options for deep learning.

Models for machine learning

Explore the ideas behind machine learning models and take a look at some key algorithms used for each.

Speaking out loud

An introduction to natural language processing.

Recurrent neural networks deep dive

Take a look at recurrent neural networks and learn how they represent a foundational architecture for the future.

Train a software agent to behave rationally with reinforcement learning

Explore reinforcement learning, some problem areas to which you can apply it, and get a demonstration of the technology by using a simple simulation.

Unsupervised learning for data classification

Look at the ideas behind unsupervised learning and its applications, and then get an illustration of these ideas in the context of exploring data.

Supervised learning models

Explore some supervised learning approaches such as support vector machines and probabilistic classifiers.

Videos, webcasts, and more

Follow along as experts explain artificial intelligence technology.



Latest content

Weaving patterns with artificial intelligence, Part 1: Letter correlation and simple language statistics for AI

Learn how to gather statistics from a source text as a first step toward having a machine generate text that would be familiar to the reader of the source text.

Easily build a chatbot with Watson technologies

Build sophisticated chatbots by combining the natural language understanding and conversational capabilities of the Watson platform.

Supervised learning models

Explore some supervised learning approaches such as support vector machines and probabilistic classifiers.

See all AI tutorials.



Meet the community

See all developer advocates.




Blogs

Introducing the new Watson Language Translator

Translation is one of the hardest challenges to tackle, but it is the most promising in the field of Artificial Intelligence. Improved Accuracy, Faster Speeds, & New Languages Earlier this year we launched our technology preview showcasing IBM Neural Machine Translation (NMT). This preview brought: improved speed, additional languages, and higher accuracy. We are now...

Continue reading Introducing the new Watson Language Translator

Do you still rely on keyword search? Find similar documents easily with Watson Explorer’s machine learning powered Ranker

IBM Watson Explorer has transformed business processes across industries where semi-structured data consisting of structural metadata and textual description is of great value. For example, Voice of Customer (VOC) sent to a call center, public infrastructure incident reports, insurance payment claims, and many more.  Watson Explorer helps users to find insights in these data sources...

Continue reading Do you still rely on keyword search? Find similar documents easily with Watson Explorer’s machine learning powered Ranker

Teaching Watson the language of fantasy football

In 2017, nearly 60 million Americans played in a fantasy sports league. Most leagues require a cash buy-in, with the winners receiving cash prizes. During the NFL season, self-proclaimed experts crowd the web with analysis, predictions, and advice on how to manage one’s fantasy football team. This has become so widespread that FantasyPros, a major fantasy...

Continue reading Teaching Watson the language of fantasy football

See all artificial intelligence blog posts