Technical content library for developers

Technical resources

• Artificial intelligence

  Use AI to create apps that accelerate, enhance and scale the human experience.

  Get started

  Get started with artificial intelligence

  Code pattern

  Automate post-disaster check using drones to foster offline communication

  Code pattern

  Visualize unstructured data using Watson Natural Language Understanding

  Code pattern

  Extract insights from videos

  Code pattern

  Online order processing during pandemics

  Code pattern

  Detect environmental dangers using artificial intelligence

  Code pattern

  Predict an event with fairness, explainability, and robustness

  Tutorial

  Build an app using the Disaster Resiliency Starter Kit

  Tutorial

  Create a voice-enabled COVID-19 chatbot using Node-RED

  Tutorial

  Build a cognitive IoT app in just 7 steps

  Explore more services

  • Watson Discovery
  • Watson Natural Language Understanding
  • Watson Tone Analyzer
  • Watson Text to Speech
  • Watson Speech to Text
  • Watson Language Translator

• Data science

  Analyze structured and unstructured data to extract knowledge and insights related to urgent issues.

  Get started

  Get started with data science

  Tutorial

  Identify patterns, relationships, and connections using data visualization

  Tutorial

  Get started with the Data Asset eXchange

  Code pattern

  Online order processing during pandemics

  Blog post

  Useful data sets for Call for Code

  Blog post

  Call for Code water sustainability data sets

  Series

  Data analysis using Python

  Use case

  Develop an intelligent inventory and procurement strategy using AI

  Learning path

  Getting started with Watson Studio

  Blog post

  Following the data science methodology

  API Hub

  IBM API Hub

  Explore more services

  • Watson Studio
  • Watson Machine Learning
  • Watson OpenScale
  • Spark Analytics Engine

• Internet of Things

  Take advantage of the distributed computing framework and place applications closer to the data sources — closer to the IoT devices and sensors on the edge. Collect and analyze the data close to where the data is being created and where the actions are being taken.

  Get started

  Get started with Internet of Things

  Tutorial

  Turn your smartphone into an IoT device

  Blog post

  Getting started with Node-RED just got easier

  Tutorial

  Build your first IoT application

  Tutorial

  Create a Node-RED starter application

  Tutorial

  Create an Internet of Things Platform Starter application

  Article

  Edge Computing vs. 5G: Are they the same thing?

  Article

  Enabling distributed AI for quality inspection in manufacturing with edge computing

  Pattern

  Deploy AI models to edge devices to protect workers

  API Hub

  IBM API Hub

• Platform development

  Identify the right environment, software, and runtime to power and scale your solution.

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  Get started with common application runtimes

  Get started

  Get started with containers

  Get started

  Get started with Node.js

  Get started

  Get started with serverless

  Get started

  Get started with Java

  Series

  Introduction to IBM Cloud Code Engine

  Tutorial

  Analyze JSON data in MongoDB with Python

  Code pattern

  Create serverless functions to send push notifications

  Tutorial

  Create a blog application using Django and PostgreSQL

  Code pattern

  Use test-driven development to build a Node.js application

  Tutorial

  Quick lab: No infrastructure, just code. See the simplicity of serverless

  Tutorial

  Monitor your website using JMeter

  Series

  OpenShift 101

  Tutorial

  Deploy number-crunching Python applications to the IBM Cloud

  Blog post

  Install Red Hat OpenShift 4 on your laptop

  Tutorial

  Developing full-stack, cross-platform mobile apps using React Native

  API Hub

  IBM API Hub

  Explore more services

  Development Platforms

  • Cloud Functions (FaaS)
  • Code Engine (FaasS)
  • Kubernetes (CaaS)
  • OpenShift (CaaS)

  Supporting Deployment Platforms

  • LogDNA
  • Continuous Delivery
  • Container Registry

  Databases and Storage

  • Cloudant NoSQL
  • Db2
  • Cloud Object Storage

  Integration

  • API Connect
  • App Connect
  • App ID
  • Event Streams
  • MQ