Cloud Computing Concepts Hub

The Cloud Computing Concepts Hub is the centralized place where you can browse or search for informative articles about cloud computing. You'll find easy-to-understand info about broad topics such as "What is Machine Learning?" and "What is Data Science?" These articles are intended to help you up-level your understanding of frequently asked cloud computing topics. 

What is AI?

Artificial intelligence (AI) is the field of computer science dedicated to solving cognitive problems commonly associated with human intelligence, such as learning, creation, and image recognition. Modern organizations collect large volumes of data from diverse sources like smart sensors, human-generated content, monitoring tools, and system logs. The goal with AI is to create self-learning systems that derive meaning from data. Then, AI can apply that knowledge to solve new problems in human-like ways.

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What is Prompt Engineering?

Prompt engineering is the process where you guide generative AI, which requires detailed instructions, solutions to generate desired outputs. In prompt engineering, you choose the most appropriate formats, phrases, words, and symbols that guide the AI to interact with your users more meaningfully. Prompt engineers use creativity plus trial and error to create a collection of input texts, so an application's generative AI works as expected.

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What is Generative AI?

Generative artificial intelligence is a type of AI that can create new content and ideas, including conversations, stories, images, videos, and music. AI technologies attempt to mimic human intelligence in nontraditional computing tasks like image recognition, natural language processing (NLP), and translation. Generative AI can be trained to learn human language, programming languages, or any complex subject matter. It reuses training data to solve new problems. Generative AI can be used for various purposes, like chatbots, media creation, and product development and design.

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What is Conversational AI?

Conversational artificial intelligence is a technology that makes software capable of understanding and responding to voice-based or text-based human conversations. Conversational AI goes beyond the traditional human chat with software which has been limited to preprogrammed inputs where users enter or speak predetermined commands. Conversational AI can recognize all types of speech and text input, mimic human interactions, and understand and respond to queries in various languages.

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    What is Computer Vision?

    Computer vision allows machines to identify people, places, and things in images with accuracy at or above human levels with much greater speed and efficiency. Often built with deep learning models, it automates extraction, analysis, classification and understanding of useful information from a single image or a sequence of images. The image data can take many forms, such as single images, video sequences, views from multiple cameras, or three-dimensional data.

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The Cloud Comparisons page features content that helps readers understand common use cases for when to use one cloud solution or another. Compare and contrast cloud solutions and learn the nuances of different use cases that work best for your situation. 

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