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This online course shows how to derive and solve a linear regression model, and apply it appropriately to data science problems.

This online course explores algorithmics and graph theory using Python.

This online course series gives an introduction to modern methods in Investment Management, with a particular emphasis on the use of data science and machine learning techniques...

This online course program gives an introduction to the latest cutting-edge methods in Deep Learning for Medical Applications. It includes health data analysis, different types...

This course will introduce the learner to text mining and text manipulation basics.

This online course explores the pillars of computational thinking, how computer scientists develop and analyze algorithms, and how solutions can be realized on a computer using...

This course introduces learners to the basics of analyzing and solving computational problems. It begins with an introduction to the Python programming language, transitions to...

This online course series explores the essential fundamentals of analytics, including analysis methods, analytical tools, such as R, Python and SQL, and business applications.

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

This is a practical programming online course for office workers, academics, and administrators who want to improve their productivity and learn Python.

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

This online course series explores the fundamentals of data structures and algorithms with a focus on data science applications. It is designed for learners who are interested...

This online course shows how to solve partial differential equations with numerical methods and Python. The methods shown in this course are used in engineering, natural...

This online course teaches how to use Python to analyze, visualize and present data.

This course will show how one can treat the Internet as a source of data. Students will scrape, parse, and read web data as well as access data using web APIs and will work with...

This online course program gives an introduction to Business Analytics and teaches skills in data visualization, database management, statistics, programming, and cloud...

This online course program gives an introduction to key concepts and applications in Deep Learning, including various kinds of neural networks for supervised and unsupervised...

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 series gives an introduction to the key skills needed for data science, including probability and statistics, data analysis, and machine learning. Students...

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