AI Development

O’Reilly ebook: Getting Started with Artificial Intelligence

Download a practical guide to building AI enhanced enterprise applications

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Create a cognitive retail-ready chatbot

Learn how to add features such as a shopping cart, context store, and custom inventory search into your chatbot

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O’Reilly ebook: Data Science and Engineering at Enterprise Scale

Learn how notebooks, like Jupyter, help developers and data scientists communicate more effectively on ML projects and more

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AI solutions and resources for enterprise app developers

Developers, like you, need the most powerful AI embedded in your apps. Whether your objective is to discover patterns and insights within unstructured data, develop an empathetic assistant, or train visual content using machine learning, Watson on IBM Cloud can help you get the job done. Get started now with these code patterns, tools and resources to accelerate your AI development.

Build apps with computer vision

Classify vehicle damage images

Create a custom visual recognition classifier with Apache Cordova and Node.js

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Integrate a trained ML model into a computer vision app

Classify images offline with Core ML

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Locate and count items with object detection

Use computer vision with deep learning to enable your app with object detection

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Get more from your data with AI

An introduction to Machine Learning and AI

Watch how to get started with machine learning and artificial intelligence

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Build a ML recommendation engine based on past purchase behavior

Use Jupyter Notebooks to build an interactive recommendation engine PixieApp

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Deploy a ML model to enable payload logging, accuracy and fairness monitoring

Use Jupyter Notebooks to achieve business confidence in AI outcomes

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Integrate artificial intelligence into your apps

Create a Kubernetes speech assistant

Build an Android app to create and manage your Kubernetes clusters

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Visualize your data with Python

Create charts, graphs, and maps using open flood data sets

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Build a web app for visualizing unstructured data

Use a powerful analytics engine to provide cognitive enrichments and insights into data

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