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This online course will help participants to learn a variety of matrix factorization and hybrid machine learning techniques for recommender systems.

This online course gives an introduction to the Big Data and Machine Learning capabilities of Google Cloud Platform (GCP).

This online course explores Spark and Scala for Big Data applications, including Spark 2.0 DataFrames.

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 program teaches the fundamentals of deep learning as one of the key building blocks of AI projects.

This online course teaches the foundations of deep learning. Participants can learn how to build, train and apply deep neural networks.

This online course program gives an introduction to the mathematics required for applications in Machine Learning and Data Science. It includes Linear Algebra, Multivariate...

This online course series prepares learners to use the IBM AI Enterprise Workflow that enables data scientists to build AI solutions, starting with business priorities and...

In this online course, participants will learn the basics of modern Artificial Intelligence (AI).The course also includes some of the representative applications of AI,...

This online course program teaches learners with prior programming and data analysis skills how to build machine learning models and other more advanced skills. It also kncludes...

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

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 MOOC teaches fundamentals of probabilistic analysis and inference. Participants of the course will build computer programs that reason with uncertainty and make...

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...

In this course, students will create classifiers that provide state-of-the-art performance on a variety of tasks and will become familiar with some of the most successful...

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 online course teaches how to use the R programming language for data science and machine learning and data visualization.

This online course teaches about comprehensive data mining and machine learning with Python and Spark.

This online course series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.

This online course series gives an introduction to the concept of machine learning. It will be used by students to create real-world AI applications.