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This online course explores the mathematical and computational models that are used in the field of theoretical neuroscience to analyze the collective dynamics of thousands of...
This online course explores the project management skills needed to handle complexity in engineering, infrastructure and other large projects.
In this advanced online course several quantum machine learning algorithms are presented and explained. Students will also learn how to implement them in Python.
This course gives an introduction to the field of theoretical and computational neuroscience with a focus on models of single neurons. Neurons encode information about stimuli...
This online course is designed to cover all physics and engineering aspects of photovoltaics: photovoltaic energy conversion, technologies and systems.
This advanced online course introduces two core robot classes: kinematic chains (robot arms) and mobile bases. For both robot types, the course explores methods to reason about...
This online course explores the features and dynamics of an important field of international law that grants rights to foreign investors to foster States’ development.
This video course explains the Law of the International Community, including how International Law is created, applied and upheld in today's world.
This online course (MOOC) teaches how citizen’s co-creation is key in making cities worldwide more sustainable.It explores in detail the potential of co-creation and also...
This online course explores the essentials of machine learning and algorithms to help improve learning from data without human intervention. Topics of the course include:...
This online course shows how to design robot vision systems that avoid collisions, safely work with humans and understand their environment.
This online course lets participants master the foundational math concepts that drive robotics and put them into practice using MATLAB.
This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.
This online course teaches how to develop quantitative models that leverage business data, statistical computation, and machine learning to forecast sales and marketing impact
This course is an introduction to key leadership theories and concepts needed to be an effective leader and manager. Participants will learn practical skills needed to build a...
This online course explores concepts of advanced linear algebra for computing.
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 course covers functional, object-oriented, and declarative dataflow programming in a unified framework, with practical code fragments and a simple semantics.
This course represents a focus on several techniques that are widely used in the analysis of high-dimensional data.
This online course gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.
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