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

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

This online course program explores the fundamentals of data science. The courses include topics such as data science tools and methods, SQL and Python, and machine learning...

This online video lecture series gives an introduction to machine learning and pattern recognition.

This online course gives an introduction to AI, Big Data, and Machine Learning for learners with a business background.

This online course teaches how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more.

This online lecture gives an introduction to machine learning for physicists. [Note: Lectures 1 and 2 are not in the right order on the course overview page.]

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

In this class, students will learn the basics of the PGM representation and how to construct them, using both human knowledge and machine learning techniques.

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

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 short introduction to machine learning and data science for everyone.

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 artificial intelligence for educators to prepare for a future which is becoming increasingly automated. The course includes...

This online course gives an introduction to machine learning for non-technical business professionals.

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 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 Generative AI and shows how it is used and how it differs from traditional machine learning methods.

This online course program gives an introduction to key data science essentials through real-world case studies. It includes courses on the R programming language, data...

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