Artificial Intelligence - AI-900 - Common Workloads


Posted by Willy-Peter Schaub on Fri 27 September 2024

"Common workloads in AI and machine learning include data processing, model training, inference, natural language processing, computer vision, recommendation systems, time series forecasting, and robotics/automation tasks." - ChatGPT GPT-4o

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common-workloads

  • Anomaly Detection is one of five key elements of Microsoft AI, which ingests data, automatically selects the best ML model, and alerts user when an anomaly arises.
  • Computer Vision - enables machines to interpret and understand visual information from the world.
  • Conversational AI - enables machines to understand, process, and respond to human language in a natural and meaningful way.
  • Generative AI - generate new content, such as text, images, music, or even code, based on the data machines have been trained on.
  • Machine Learning - focuses on the development of algorithms and statistical models that enable computers to learn from and make predictions or decisions based on data.
  • Natural Language Processing - focuses on the interaction between computers and humans through natural language.

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