Category Archives: Artificial Intelligence

Making Friends With Artificial Intelligence

Introduction to Artifical Intelligence

Introduction to Artifical Intelligence

A artificial intelligence at Udacity platform.

Summary of the course given by the instructors:

This class introduces students to the basics of Artificial Intelligence, which includes machine learning, probabilistic reasoning, robotics, and natural language processing.

Enjoy the course.

Machine Learning Course Stanford University

Machine Learning Course Stanford University

A Stanford University Machine Learning Course. You could also wanna to access a interactive on-line course at Coursera. Another platform that offer this course is the OpenClassroom.

Course description given by the instructor.

This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition. Topics include: (i) Supervised learning (parametric/non-parametric algorithms, support vector machines, kernels, neural networks). (ii) Unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning). (iii) Best practices in machine learning (bias/variance theory; innovation process in machine learning and AI). The course will also draw from numerous case studies and applications, so that you’ll also learn how to apply learning algorithms to building smart robots (perception, control), text understanding (web search, anti-spam), computer vision, medical informatics, audio, database mining, and other areas.

Enjoy the course.