Introduction to Artificial Intelligence: From Theory to Practice

What is Artificial Intelligence?

Artificial Intelligence (AI) is a field of computer science focused on creating systems capable of performing tasks that typically require human intelligence. From speech recognition and natural language processing to automated decision-making — AI is present in every aspect of daily life.

Main Branches of AI

Machine Learning is the core foundation, enabling computers to learn from data without explicit programming. Deep Learning uses multi-layer neural networks to handle complex problems like image recognition and translation.

Natural Language Processing (NLP) helps computers understand and generate natural language. Large Language Models (LLMs) like GPT have ushered in a new era of human-computer interaction.

Computer Vision enables computers to "see" and analyze images and video. Applications range from self-driving cars to medical diagnosis from X-ray images.

Real-world Applications

In Vietnam, AI is being widely applied across industries: banking (fraud detection), healthcare (diagnostic support), agriculture (pest prediction), and education (personalized learning). AIDT HUTECH Institute is conducting numerous research projects applying AI to Vietnamese business practices.