Fundamental AI Concepts

Author: ShubhamVerma-Developer

Fundamental AI Concepts/Challenges and risks with AI.md

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+# Challenges and risks with AI
+
+Artificial Intelligence is a powerful tool that can be used to greatly benefit the world. However, like any tool, it must be used responsibly.
+
+The following table shows some of the potential challenges and risks facing an AI application developer.

Fundamental AI Concepts/Introduction to AI.md

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+# Introduction to AI
+
+AI enables us to build amazing software that can improve health care, enable people to overcome physical disadvantages, empower smart infrastructure, create incredible entertainment experiences, and even save the planet!
+
+What is AI?
+Simply put, AI is software that imitates human behaviors and capabilities. Key workloads include:
+
+Machine learning - This is often the foundation for an AI system, and is the way we "teach" a computer model to make predictions and draw conclusions from data.
+Computer vision - Capabilities within AI to interpret the world visually through cameras, video, and images.
+Natural language processing - Capabilities within AI for a computer to interpret written or spoken language, and respond in kind.
+Document intelligence - Capabilities within AI that deal with managing, processing, and using high volumes of data found in forms and documents.
+Knowledge mining - Capabilities within AI to extract information from large volumes of often unstructured data to create a searchable knowledge store.
+Generative AI - Capabilities within AI that create original content in a variety of formats including natural language, image, code, and more.

Fundamental AI Concepts/Understand Responsible AI.md

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+# Understand Responsible AI
+
+At Microsoft, AI software development is guided by a set of six principles, designed to ensure that AI applications provide amazing solutions to difficult problems without any unintended negative consequences.
+
+- Fairness
+- Reliability and
+- safety
+- Privacy and security
+- Inclusiveness
+- Transparency
+- Accountability

Fundamental AI Concepts/Understand computer vision.md

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+# Understand computer vision
+
+The Seeing AI app is a great example of the power of computer vision. Designed for the blind and low vision community, the Seeing AI app harnesses the power of AI to open up the visual world and describe nearby people, text and objects.
+Computer Vision is an area of AI that deals with visual processing. Let's explore some of the possibilities that computer vision brings.
+
+The Seeing AI app is a great example of the power of computer vision. Designed for the blind and low vision community, the Seeing AI app harnesses the power of AI to open up the visual world and describe nearby people, text and objects.

Fundamental AI Concepts/Understand document intelligence and knowledge mining.md

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+# Understand document intelligence and knowledge mining
+
+Document Intelligence is the area of AI that deals with managing, processing, and using high volumes of a variety of data found in forms and documents. Document intelligence enables you to create software that can automate processing for contracts, health documents, financial forms and more

Fundamental AI Concepts/Understand generative AI.md

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+# Understand generative AI
+
+Generative AI describes a category of capabilities within AI that create original content. People typically interact with generative AI that has been built into chat applications. Generative AI applications take in natural language input, and return appropriate responses in a variety of formats including natural language, image, code, and audio.

Fundamental AI Concepts/Understand machine learning.md

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+# Understand machine learning
+
+Machine Learning is the foundation for most AI solutions. Since the 1950's, researchers, often known as data scientists, have worked on different approaches to AI. Most modern applications of AI have their origins in machine learning, a branch of AI that combines computer science and mathematics.

Fundamental AI Concepts/Understand natural language processing.md

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+# Natural language processing (NLP)
+
+NLP enables you to create software that can:
+
+Analyze and interpret text in documents, email messages, and other sources.
+Interpret spoken language, and synthesize speech responses.
+Automatically translate spoken or written phrases between languages.
+Interpret commands and determine appropriate actions.
+For example, Starship Commander is a virtual reality (VR) game from Human Interact that takes place in a science fiction world. The game uses natural language processing to enable players to control the narrative and interact with in-game characters and starship systems.
+Natural language processing (NLP) is the area of AI that deals with creating software that understands written and spoken language.
+
+NLP enables you to create software that can:
+
+Analyze and interpret text in documents, email messages, and other sources.
+Interpret spoken language, and synthesize speech responses.
+Automatically translate spoken or written phrases between languages.
+Interpret commands and determine appropriate actions.
+For example, Starship Commander is a virtual reality (VR) game from Human Interact that takes place in a science fiction world. The game uses natural language processing to enable players to control the narrative and interact with in-game characters and starship systems.