Understanding Common AI Workloads – Explained Simply

Nowadays, a person cannot live without some interaction with artificial intelligence, ranging from mobile apps to enterprise tools that use data and algorithms to help businesses make better decisions. What exactly are the main types of AI workloads? Let’s break them down in simple terms using real examples:

Natural Language Processing: How AI Understands Human Language

NLP is the name given to computers reading, understanding, and responding to human language.

Real-Life Examples

• Chatbots: Customer support bots reply to your queries instantly.
• Sentiment Analysis: AI shows brands whether posts on social media mention them positively or negatively.
• Language: Tools like Google Translate convert text between languages.

Computer Vision: Teaching Machines to See

With Computer Vision, machines can comprehend and interpret images and videos much like humans do.

Real-Life Examples

• Facial Recognition: Unlock your phone with your face.
• Object Detection: Self-driving cars identify pedestrians and traffic signs.
• Medical Imaging: This application ...