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

This course takes students from data novice to data analyst in just four project-based courses. They will learn to apply basic data science tools and techniques, including data...

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

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 series gives an introduction to data science. The courses cover the concepts and tools needed throughout the entire data science pipeline. It covers topics...

This online course program gives an introduction to Natural Language Processing (NLP). Its goal is for learners to be able to design NLP applications that perform...

This online course gives an introduction to data science. It includes the data science toolbox of mathematics, statistics, Python, advanced statistics in Python, machine...

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

This online course explores the ethics of artificial intelligence principles to minimize bias, while maximizing fairness and explainability. Topics include the context and...

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

This is a non-technical online course that gives an introduction to artificial intelligence (AI). It covers examples of AI applications, technologies like machine learning and...

This online course program explores the fundamentals of AI and Machine Learning in a business context (no prior experience required). The courses explain the basics of AI and...

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 work with big data and build machine learning models at scale using Spark.

This online course explores how machine learning can be used to solve financial data problems and create informative insights and predictions. The course is designed for anyone...

This online course gives an introduction to developing deep learning models with Tensorflow (an open source machine library for deep learning).

This series of online courses explores the fundamental building blocks of data science, including statistics, data analysis, data visualization, programming with SQL and Python,...

This online course gives an introduction to deep learning in the context of enterprises. It includes various industry applications and examples with the TensorFlow framework.

This online course program explores how to apply machine learning to problems in medicine (diagnosis, prognosis, treatment). The program is designed for learners with some prior...