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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...
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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 program gives an introduction to data analysis. It includes working with a variety of data sources, project scenarios, and data analysis tools, including...
This online course gives an introduction to writing simple programs in Python for learners with no previous programming experience.
This online course provides a series of Python programming exercises intended to explore the use of numerical modeling in climate sciences. The scientific background for these...
This online course gives an introduction to machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...
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 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 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 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 program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...
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 online course gives an introduction to Python programming for Data Science and Artificial Intelligence. It is the first course of a course series / Specialization on...
This course will introduce students to the basics of the Structured Query Language (SQL) as well as basic database design for storing data as part of a multi-step data...
This online course program gives an introduction to back-end development, including Python Syntax, Linux commands, Git, SQL, Version Control, Cloud Hosting, APIs, JSON, XML and...
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 covers the concepts and tools to understand, analyze, and interpret data from next generation sequencing experiments. It teaches the most common tools used in...
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...
This online course gives an introduction to investment management and also includes the Python programming language as a modern tool to use for computational methods.
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