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In this course, students will create classifiers that provide state-of-the-art performance on a variety of tasks and will become familiar with some of the most successful...

This course teaches about the technologies underlying experimentation used in systems biology, with particular focus on RNA sequencing, mass spec-based proteomics, flow/mass...

This online course discusses the key problems of parameter estimation in both directed and undirected models, as well as the structure learning task for directed models.

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...

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 program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...

This course covers lesson planning and assessing with the ELL in mind as well as engaging the ELL student and their families in the school and community.

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 online course series prepares learners to use the IBM AI Enterprise Workflow that enables data scientists to build AI solutions, starting with business priorities and...

This course covers the fundamentals of iOS application development in the Swift programming language. Students will learn to use development tools such as XCode, design...

In this course, students will learn about data structures, like graphs, that are fundamental for working with structured real world data. They will develop, implement, and...

This course will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions.

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...

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 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...

This online course gives an overview of liquidity policy implementation in the Asia-Pacific using standard economic models.

In this course students will expand their repertoire of additional features and more advanced functions that may be implemented within the iOS environment. They will refine...

This course covers intermediate topics in software development. In this course, students will move beyond coding in the “main” method to learn to design and build more complex...

In this course, students will learn to interface common sensors and actuators to the DragonBoard™ 410c hardware. They will then develop software to acquire sensory data, process...

This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.