AI - Vocabulary Part # 3

A bot that takes written or verbal input and returns one or more results.

A workload used to make predictions based on given data. Also known as machine learning.

• Prediction/Forecasting Workload

• Data Analysis
• Predictive /Modeling Workload

• Artificial Intelligence

A Computer Vision solution that can utilize extracted text from an image, an app, a search, or a database.

• Data Compression Algorithms
• Optical Character Recognition (OCR) Solution

• Image Processing Software
• Text-to-Speech Technology

The third guiding principle for responsible AI. As data is used to build AI models, it is important to protect that data as it may be sensitive. Data must be kept private when necessary, and it should always be secured.

• Data can be ignored if it seems unimportant.
• Data should be shared openly with everyone.
• Privacy and Security

• Data security is not necessary for AI models.

The main tool for building knowledge bases, which can build and deploy bots.

• Chatbot Creator
• AI Assistant Framework
• Knowledge Base Builder
• QnA Maker Service 

Models that use statistical analysis to predict numeric outcomes based on input data. Regression machine learning models fall under the supervised category.

• Unsupervised learning techniques
• Classification machine learning models
• Regression machine learning models
• Clustering algorithms

The second guiding principle for responsible AI. A lack of either reliability or safety can cause bodily harm.

• Reliability is optional for AI systems.
• Reliability and safety are essential to prevent bodily harm.
• Safety can be ignored in AI development.
• Bodily harm is unrelated to AI performance.

A Computer Vision solution that colors in pixels of identified objects on images to make those images stand out.

• Image Enhancement Methods
• Semantic Segmentation Solution

• Object Recognition without Colorization
• Image Compression Techniques

A tool that measures whether the specified text has positive or negative connotations.

• Plagiarism detection tool
• Sentiment analysis tool
• Grammar checking tool
• Text summarization tool

A tool that detects and interprets what is spoken