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This online course explores the mathematical field called Combinatorics and Probability Theory. It is designed for participants who work or plan to work in IT. Some basic math...
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 course will introduce the learner to text mining and text manipulation basics.
This online course gives an introduction to test-driven software development, including the core concepts and the types of testing. Some prior knowledge of the Python...
This online course program teaches the basic skills required for full-stack application development, including front-end development of websites and programming applications...
This online course series teaches the fundamentals of programming in Python 3. Participants should have some basic prior programming experience.
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 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 write high-quality code that runs correctly and efficiently. Students will design, code and validate programs and learn how to compare...
In this course, students will go beyond basic data analysis tools to develop multiple linear regression and logistic regression models to address their research question more...
This course explores computational methods -- algorithms and data structures -- for analyzing DNA sequencing data. Topics include DNA, genomics, and how DNA sequencing is used....
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 gives an introduction to writing simple programs in Python for learners with no previous programming experience.
This online course program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...
This course will cover algorithms for solving various biological problems along with a handful of programming challenges helping you implement these algorithms in Python.
This online course series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.
This two-part course is designed to be a fun introduction to the basics of programming in Python. The main focus will be on building simple interactive games such as Pong,...
This online course program gives an introduction to data analysis. It includes working with a variety of data sources, project scenarios, and data analysis tools, including...
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 course will introduce the learner to network modelling through the networkx toolset. Used to model knowledge graphs and physical and virtual networks, the lens will be...
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