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In this course, students will learn to find numerical solutions to systems of differential equations. They will write code in Python to fight forest fires, rescue the Apollo 13...

This sequence of online courses teaches the key concepts of the Python programming language. The sequence includes several short video courses, for beginners as well as for more...

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

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

This online course teaches practical Natural Language Processing applications like spam detection, sentiment analysis, article spinners, and latent semantic analysis.

This online course program gives an introduction to the basics of the Python programming language and teaches how to implement solutions to real-world problems using Python syntax.

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 gives an introduction to Python programming. It also includes two Python libraries — Numpy, a scientific computing package, and Pandas, a data manipulation...

This online course shows how to use IBM's Personality Insights API and interact with Twitter; participants should be familiar with Python for this course.

This project-based online course teaches Python for beginners by building 11 individual Python projects.

This online course program gives an introduction to database engineering. It teaches the key skills required to create, manage and manipulate databases, as well as...

This online course teaches how to program with Python, create Python applications and extend Python applications by using a professional data storage which is PostgreSQL.

This online course teaches how to to create Deep Learning algorithms in Python. The course includes more than 20 hours of video lectures.

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 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 computer science and the programming of web applications. It gives a general overview of computer science and then explores...

This online course series explores the fundamental mathematics toolkit of machine learning and data science. It includes modules on linear algebra, calculus and...

This class provides an introduction to the Python programming language and the iPython notebook. This is the third course in the Genomic Big Data Science Specialization from...

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