Artificial Intelligence and Machine Learning Fundamentals / Nagy, Zsolt.

Format:

Video

Author/Creator:

Nagy, Zsolt, author.

Language:

English

Subjects (All):

Machine learning.

Artificial intelligence.

Neural networks (Computer science).

Python (Computer program language).

Genre:

Electronic videos.

Physical Description:

1 online resource (1 video file, approximately 7 hr., 48 min.)

Edition:

1st edition

Place of Publication:

Packt Publishing, 2019.

System Details:

video file

Summary:

Learn to develop real-world applications powered by the latest advances in intelligent systems About This Video Includes practical examples that explain key machine learning algorithms Explains neural networks in detail with interesting example problems Provides ample practice in applying AI with Python In Detail Machine learning and neural networks are fast becoming pillars on which you can build intelligent applications. The course will begin by introducing you to Python and discussing using AI search algorithms. You will learn math-heavy topics, such as regression and classification, illustrated by Python examples. You will then progress on to advanced AI techniques and concepts, and work on real-life data sets to form decision trees and clusters. You will be introduced to neural networks, which is a powerful tool benefiting from Moore's law applied on 21st-century computing power. By the end of this course, you will feel confident and look forward to building your own AI applications with your newly-acquired skills!

Participant:

Presenter, Zsolt Nagy.

Notes:

Online resource; Title from title screen (viewed March 27, 2019)

Title from resource description page (Safari, viewed April 29, 2019).

OCLC:

1099564725