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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 online course gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.
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 course teaches essential analytics models and methods and how to appropriately apply them, using tools such as R, to retrieve desired insights.
In Part 2 of this Molecular Biology course, participants will explore transcription of DNA to RNA, a key part of the central dogma of biology and the first step of gene expression.
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 will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions.
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 MOOC aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and...
This course provides web developers the tools they need to profile apps and identify the causes of jank. They will explore the browser’s rendering pipeline and uncover patterns...
This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.
With the support of Google’s recruiting and engineering teams this course provides tips, examples, and practice opportunities that may help students with job interviews at a...
This online course teaches how Apple's GCD (long form: Grand Central Dispatch) framework allows you to create asynchronous apps for iOS, ensuring a smooth user experience.
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 teaches how to be an adaptive leader in development and how to uncover local solutions to complex problems in developing countries.
This course covers relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...
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 teaches how to infer the position of a quadrotor from its sensor readings and how to navigate it along a trajectory.
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 teaches a comprehensive set of simulation techniques to predict the performance of photonic nanostructures.
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