Artificial Intelligence and Machine Learning

Artificial Intelligence and Machine Learning

Artificial intelligence encompasses a plethora of scientific domains that includes general machine learning, computer vision, natural language processing and data science. From its inception in the 1950s to today, it has matured from a field of theoretical constructs and games to real applications that empower our society in an unprecedented way.

Topics

Artificial Intelligence

Computer Vision, Natural Language Processing, Knowledge Representation

Computer Vision

Visual Recognition, Image and Video Understanding, Object Detection and Segmentation

Data Science

Big Data, Analytics, Machine Learning, Visualization

Machine Learning

Unsupervised Learning, Probabilistic Learning, Spectral Methods, Transfer Learning

Natural Language Processing

Speech Processing, Language Processing, Interactive Dialog Systems