AI Development Tools

Artificial intelligence (AI) development tools are software that enhance the development process by using machine learning, a subset of AI that uses algorithm-based data analysis to produce dynamic predictions. As AI becomes more ubiquitous, software developers rely on these tools to automate debugging, detect patterns, generate code, predict outcomes, and ensure code accuracy among other uses. Developers in industries like manufacturing, transportation, and education also leverage AI development tools to replace systems and processes that are subject to human error or bias, although the data sampling used as the foundation for these types of algorithms is frequently called into question.

AI development also relies on a specific type of hardware called accelerators, which includes graphic processing units (GPUs), application-specific integrated circuits (ASICs), and similar microchips. Together, AI hardware and software tools are used to develop some of the most recognizable machine learning algorithms in use today, such as natural language processing (NLP), facial recognition, revenue projections, and self-driving cars.

Market-leading AI hardware manufacturers include NVIDIA, Intel, and GraphCore. The list of top AI development software, by comparison, is relatively more robust and includes:

  • Google Cloud Machine Learning Engine
  • Microsoft Azure Machine Learning Studio
  • Infosys Nia
  • Cortana
  • IBM Watson
  • TensorFlow
Webopedia Staff
Webopedia Staff
Since 1995, more than 100 tech experts and researchers have kept Webopedia’s definitions, articles, and study guides up to date. For more information on current editorial staff, please visit our About page.
Get the Free Newsletter
Subscribe to Daily Tech Insider for top news, trends & analysis
This email address is invalid.
Get the Free Newsletter
Subscribe to Daily Tech Insider for top news, trends & analysis
This email address is invalid.

Related Articles

Embedded Analytics

Embedded analytics brings self-service business intelligence to everyday application users.

HRIS

Human resources information system (HRIS) solutions help businesses manage multiple facets of their workforce operations. They provide a central platform for human resources professionals...

Complete List of Cybersecurity Acronyms

Cybersecurity news and best practices are full of acronyms and abbreviations. Without understanding what each one means, it's difficult to comprehend the significance of...

Human Resources Management System

A Human Resources Management System (HRMS) is a software application that supports many functions of a company's Human Resources department, including benefits administration, payroll,...

ScalaHosting

ScalaHosting is a leading managed hosting provider that offers secure, scalable, and affordable...

HRIS

Human resources information system (HRIS) solutions help businesses manage multiple facets of their...

Best Managed Service Providers...

In today's business world, managed services are more critical than ever. They can...