AI & Machine Learning Glossary

Artificial intelligence services, machine learning platforms, and intelligent automation tools in the cloud.

38 Terms
All Skill Levels
Real Examples
8
Basic Terms
21
Intermediate Terms
9
Advanced Terms

38 Terms

Machine Learning

intermediate

Teaching computers to recognize patterns and make predictions without explicitly programming every step. Like teaching a child to recognize dogs by showing them many pictures of dogs.

Example: Spotify uses machine learning to recommend songs based on what you've listened to before....

Artificial Intelligence

intermediate

Computer systems that can perform tasks typically requiring human intelligence. Like teaching machines to think and learn.

Example: Siri and Alexa use AI to understand and respond to voice commands....

SageMaker

advanced

AWS machine learning platform that helps data scientists and developers build, train, and deploy ML models. Like having a complete AI laboratory with all the tools and infrastructure ready to use.

Example: A retail company uses SageMaker to build a recommendation engine that suggests products based on cus...

Rekognition

intermediate

AWS image and video analysis service powered by machine learning. Like having a super-smart assistant that can instantly identify what's in photos and videos.

Example: A social media app uses Rekognition to automatically tag friends in uploaded photos....

Comprehend

intermediate

AWS natural language processing service that analyzes text for insights and relationships. Like having a literary expert who can instantly understand the meaning and sentiment of any text.

Example: Customer service teams use Comprehend to analyze support tickets and automatically categorize urgent...

Lex

advanced

AWS service for building conversational chatbots and voice assistants. Like having the technology behind Alexa available for your own applications.

Example: A bank creates a chatbot using Lex that helps customers check account balances and transfer money....

Deep Learning

advanced

Subset of machine learning using neural networks with many layers to analyze data. Like having a computer brain with many interconnected layers that can understand complex patterns.

Example: Self-driving cars use deep learning to recognize objects, read traffic signs, and navigate roads....

Natural Language Processing

intermediate

AI field focused on enabling computers to understand and generate human language. Like teaching computers to read, write, and speak like humans.

Example: Voice assistants use NLP to understand spoken commands and respond with natural-sounding speech....

Computer Vision

intermediate

AI field that enables computers to interpret and understand visual information from images and videos. Like giving computers the ability to see and understand what they're looking at.

Example: Medical imaging systems use computer vision to help doctors identify tumors in X-rays and MRI scans....

DataBrew

intermediate

AWS visual data preparation service for cleaning and normalizing data without writing code. Like having a smart assistant that automatically organizes messy spreadsheets.

Example: Data analysts use DataBrew to clean customer data from multiple sources, removing duplicates and fix...

Translate

basic

AWS neural machine translation service for real-time language translation. Like having a universal translator that instantly converts text between languages.

Example: Global e-commerce sites use Translate to automatically convert product descriptions into customers' ...

Polly

basic

AWS text-to-speech service that turns written text into lifelike spoken audio. Like having a professional narrator that can read any text in different voices.

Example: Educational apps use Polly to read textbook content aloud to students with visual impairments or lea...

Transcribe

basic

AWS speech-to-text service that converts audio to accurate text transcriptions. Like having a professional transcriptionist that never gets tired.

Example: Journalists use Transcribe to convert recorded interviews into text documents for easier editing and...

Textract

intermediate

AWS service that extracts text and data from documents using machine learning. Like having an AI assistant that can read and understand any document format.

Example: Insurance companies use Textract to automatically extract information from claim forms and medical r...

Bedrock

advanced

AWS service for building generative AI applications using foundation models from leading AI companies. Like having access to the most advanced AI brains for your applications.

Example: Content creators use Bedrock to generate marketing copy, product descriptions, and creative content ...

Azure Machine Learning

intermediate

Microsoft's cloud platform for building, training, and deploying machine learning models. Like having a complete AI laboratory in the cloud with all the tools you need.

Example: Retailers use Azure Machine Learning to predict customer demand and optimize inventory levels automa...

Azure Computer Vision

intermediate

Microsoft's AI service for analyzing images and extracting information from visual content. Like having AI eyes that can see and describe everything in pictures.

Example: Retail apps use Computer Vision to let customers search for products by taking photos instead of typ...

Azure Language Service

intermediate

Microsoft's unified natural language processing service for understanding text. Like having an AI that can read and understand human language in all its complexity.

Example: Social media companies use Language Service to automatically moderate content and detect harmful pos...

Azure Speech Service

intermediate

Microsoft's AI service for speech-to-text, text-to-speech, and speech translation. Like having a universal voice assistant that speaks and understands multiple languages.

Example: Call centers use Speech Service to automatically transcribe customer calls and provide real-time tra...

Azure Translator

basic

Microsoft's neural machine translation service supporting 100+ languages. Like having a world-class interpreter available instantly for any language pair.

Example: International news websites use Azure Translator to automatically translate articles for global audi...

Form Recognizer

intermediate

Azure AI service for extracting text, key-value pairs, and tables from documents. Like having an AI secretary that can read and organize any paperwork.

Example: Accounting firms use Form Recognizer to automatically extract data from invoices and expense reports...

Azure Bot Service

intermediate

Microsoft's platform for building intelligent chatbots that work across multiple channels. Like having the tools to create customer service representatives that never sleep.

Example: Hotels use Azure Bot Service to create booking assistants that help guests reserve rooms through web...

Azure OpenAI Service

advanced

Microsoft's enterprise-grade access to OpenAI's powerful language models like GPT-4. Like having the world's most advanced AI assistant available for your business with enterprise security.

Example: Software companies use Azure OpenAI to add intelligent code completion and documentation generation ...

Vertex AI

advanced

Google's unified machine learning platform for building, deploying, and scaling AI models. Like having Google's AI expertise available as a complete toolkit for your projects.

Example: Autonomous vehicle companies use Vertex AI to train computer vision models that can recognize traffi...

Vision AI

intermediate

Google's machine learning service for image analysis and computer vision. Like giving applications the ability to see and understand visual content like humans do.

Example: Manufacturing companies use Vision AI to automatically detect defects in products on assembly lines....

Natural Language AI

intermediate

Google's service for understanding and analyzing human language. Like having an AI that can read and comprehend text with human-like understanding.

Example: News organizations use Natural Language AI to automatically categorize articles and extract key topi...

Translation AI

basic

Google's advanced neural machine translation service. Like having Google Translate's power available for your applications with enterprise features.

Example: Travel apps use Translation AI to instantly translate user reviews and descriptions into travelers' ...

Speech-to-Text

basic

Google's service for converting audio to text with high accuracy. Like having a professional transcriptionist that works instantly and supports many languages.

Example: Video conferencing apps use Speech-to-Text to provide real-time captions for accessibility and meeti...

Text-to-Speech

basic

Google's service for converting text into natural-sounding spoken audio. Like having a professional voice actor that can read any text in multiple languages and voices.

Example: Navigation apps use Text-to-Speech to provide driving directions in natural-sounding voices....

Document AI

intermediate

Google's service for extracting structured data from documents using machine learning. Like having an AI assistant that can read and organize any type of document.

Example: Law firms use Document AI to extract key information from contracts and legal documents automaticall...

Document Understanding

intermediate

Oracle's AI service for extracting text, tables, and key information from documents. Like having an AI assistant that can read and understand any document format.

Example: Insurance companies use Document Understanding to automatically process claims forms and medical rec...

OCI Vision

intermediate

Oracle's computer vision service for analyzing images with pre-trained AI models. Like giving applications the ability to see and recognize objects in pictures.

Example: Retail apps use OCI Vision to let customers search for products by taking photos instead of typing d...

OCI Language

intermediate

Oracle's natural language processing service for analyzing text. Like having an AI that can read and understand human language with expert-level comprehension.

Example: Customer service teams use OCI Language to analyze support tickets and automatically categorize them...

OCI Speech

basic

Oracle's service for converting speech to text and text to speech. Like having a universal translator between spoken words and written text.

Example: Accessibility applications use OCI Speech to provide voice control for users with mobility limitatio...

OCI Generative AI

advanced

Oracle's service for accessing large language models for text generation and AI applications. Like having access to highly intelligent AI assistants for your business needs.

Example: Content marketing teams use OCI Generative AI to create product descriptions and marketing copy auto...

OCI Data Science

advanced

Oracle's collaborative platform for building, training, and deploying machine learning models. Like having a complete AI laboratory with all the tools data scientists need.

Example: Financial institutions use OCI Data Science to build fraud detection models that identify suspicious...

Digital Assistant

intermediate

Oracle's platform for building conversational AI interfaces and chatbots. Like having the tools to create intelligent customer service representatives.

Example: Telecom companies use Digital Assistant to help customers check their bills and upgrade services thr...

AI Agent Platform

advanced

Oracle's service for building intelligent AI agents that can reason and execute complex tasks. Like creating AI employees that can think and act independently.

Example: Supply chain companies use AI Agent Platform to create autonomous agents that manage inventory and o...