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This online course explores the fundamentals of Artificial Intelligence (AI). Participants will design intelligent agents to solve real-world problems, including search, games,...
This online course gives an overview of liquidity policy implementation in the Asia-Pacific using standard economic models.
This online course explores how international law regulates armed conflicts, protects individuals in wartime, including terrorism, and guarantees minimum compliance.
This course is an introduction to least squares from a linear algebraic and mathematical perspective.
In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...
This online course teaches a comprehensive set of simulation techniques to predict the performance of photonic nanostructures.
This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.
In this Part 3 of the online course, you’ll explore translation of mRNA to protein, a key part of the central dogma of biology.
This course is an introduction to dynamical modeling techniques used in contemporary Systems Biology research.
This online course is designed to provide both an in-depth and an intuitive understanding of the theory behind modern discrete-time signal processing systems and applications.
Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...
Students will understand, through this course, the power and limitations of algorithms that help people develop the tools to make real-world computers smarter, faster and safer.
In this course, students will explore the core design of AngularJS, its components and code organization techniques. They will enhance the functionality of their web app by...
This online course aims to introduce participants to existing and emerging technologies suitable for disaster risk reduction while promoting the overall aim of sustainable...
This online course explores the quarterly projection model (QPM), its key properties, model calibration, data filtration, and how to implement the QPM in MATLAB software. The...
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 online course explores how to perform RNA-Seq, ChIP-Seq, and DNA methylation data analyses, using open source software, including R and Bioconductor.
This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.
In this online course, participants get hands-on experience making web applications accessible (eg. through screen readers).
This MOOC aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and...
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