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This online course presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.
This online course gives an introduction to the terminology, design considerations and safety assessment of self-driving cars. This advanced course is designed for learners with...
This MOOC teaches a calculus that enables quantitative predictions of large combinatorial structures. In addition, the MOOC also covers generating functions and real asymptotics...
In this online course, participants are given the following task: Given a collection of simulated error-free read-pairs, they use the paired de Bruijn graph to reconstruct the...
This online course (MOOC) teaches how objects like spacecraft move in dynamical ways.
This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.
In this course students will be developing foundational programming skills to support graphical element presentation and data manipulation from basic functions through to...
This online course gives an overview of liquidity policy implementation in the Asia-Pacific using standard economic models.
This online course focuses on facts about the human body biology and chemistry, genetics, and medicine that will be intertwined with the science of Big Data and skills to...
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...
This online course explores Maxwell's Equations and how they relate to the magnetic and electric potentials.
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 course explores regularized linear regression models for the task of prediction and feature selection. Students will be able to handle very large sets of features and...
This course will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions.
This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.
Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...
This online course gives an introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...
This MOOC gives an introduction to Python and includes data analysis techniques.
This course will provide students with the tools and skills necessary to develop an iOS App from scratch. By the end of this first course they will be able to demonstrate...
This course explores the convergence of multiple disciplines leading to todays’ Smartphones. Students will learn about the birth and evolution of Telephony Networks, Broadcast...
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