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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 the world of quantum computing. It includes quantum solutions from a computational and from a mathematical perspective, and creating quantum modules...

This online course teaches how to use Spark with Python for Big Data analysis.

This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.

This online course teaches GRU, LSTM, and more modern deep learning, machine learning, and data science skills. Most of the work will be done in Numpy, Matplotlib, and Theano.

This online course teaches the basics of programming computers using Python. The course covers the basics of how to construct a program from a series of simple instructions in...

This online course bridges accountancy to analytics. It is designed to help accounting students develop an analytical mindset and prepare them to use tools and programming...

This course will introduce the core data structures of the Python programming language. We will move past the basics of procedural programming and explore how we can use the...

This series of online courses explores the fundamental building blocks of computer science, including programming, development, algorithms, and data structures. The program...

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...

Taking this course, students will learn the basics of SQL (the Structured Query Language) and database design, as well as the Python API for connecting Python code to a database.

This online course shows more than 15 hands-on examples of analyzing large data sets with Apache Spark.

This online course teaches how to write high-quality code that runs correctly and efficiently.  Students will design, code and validate programs and learn how to compare...

This online course teaches how to to create machine learning algorithms in Python and R.

This online course shows how to build deep learning agents with neural networks.

This online course teaches Python 3.

In this course students will learn about audio signal processing methodologies that are specific for music and of use in real applications. They will learn to analyse,...

This online course explores how to analyze data in Python, using multi-dimensional arrays in numpy, manipulating DataFrames in pandas, using SciPy library of mathematical...

This series of online courses gives an introduction to Data Analysis using the Python programming language.

This online course teaches data science techniques for professionals and students - learn the theory behind logistic regression and code in Python.