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Machine learning online courses

Description: machine learning online courses from the world's best online course providers.

Showing 20 of 29 courses
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Learn the most important machine learning models, including how to create them yourself from scratch, as well as key skills in data preparation, model validation, and building
  • FREE
  • 18 hrs 45 min
  • Self Paced
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This is an introductory course by Caltech Professor Yaser Abu-Mostafa on machine learning that covers the basic theory, algorithms, and applications. Machine learning (ML) ena
  • FREE
  • 23 hrs 36 min
  • Self Paced
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Natural language processing (NLP) deals with the key artificial intelligence technology of understanding complex human language communication. This lecture series provides a t
  • FREE
  • 1 hrs 3 min
  • Self Paced
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Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. Core to many of
  • FREE
  • 19 hrs 30 min
  • Self Paced
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Introduction and mathematical preliminaries:What is Pattern recognition; Applications and Examples - Clustering vs. Classification; Supervised vs. unsupervised - Relevant basi
  • FREE
  • Self Paced
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Contents: Overview of Pattern classification and regression : Introduction to Statistical Pattern Recognition - Overview of Pattern Classifiers Bayesian decision making and
  • FREE
  • Self Paced
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UC Berkeley Spring 2015
Basic ideas and techniques underlying the design of intelligent computer systems. Topics include heuristic search, problem solving, game playing, knowledge representation, log
  • FREE
  • Self Paced