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This online course gives an introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...

This video lecture gives an introduction to the area of machine learning. Lecture slides are shown together with the lessons.

This course introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering...

This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.

This online course gives a basic introduction to the field of deep learning and to building a deep learning model using the Keras library. Some prior knowledge of Python and...

This online course shows how to design robot vision systems that avoid collisions, safely work with humans and understand their environment.

This online lecture series presents the theory of fundamental machine learning concepts. Topics covered in the video lectures include: Bayesian theory of optimal decisions...

This introductory MOOC (online course) teaches theory, algorithms and applications of Machine Learning.

This online course shows how to work with big data and build machine learning models at scale using Spark.

This course examines structured representations for describing the documents in the corpus, including clustering and mixed membership models, such as latent Dirichlet allocation...

This online course teaches how to develop quantitative models that leverage business data, statistical computation, and machine learning to forecast sales and marketing impact

This online course gives an introduction to AI using Microsoft's cloud-based solutions, such as Azure Machine Learning and Azure Cognitive Services. It includes applications...

This online course gives an introduction to machine learning applications in finance organizations such as hedge funds or banks.

This course will provide an overview of many concepts, techniques, and algorithms in machine learning, from basic classification to decision trees and clustering.

This online course gives a first introduction to Data Science.  It includes an overview of the following topics:Data ManipulationData Analysis with Statistics and Machine...

This online course explores the essentials of machine learning and algorithms to help improve learning from data without human intervention. Topics of the course include:...

This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods.

This online course explores what Artificial Intelligence (AI) is by understanding its applications and key concepts including machine learning, deep learning and neural networks.

Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...

This online course is a business-oriented course on machine learning that covers the key concepts and technologies for beginners.