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This online course program gives an introduction to the mathematics required for applications in Machine Learning and Data Science. It includes Linear Algebra, Multivariate...
This online course teaches GRU, LSTM, and more modern deep learning, machine learning, and data science skills. Most of the work will be done in Numpy, Matplotlib, and Theano.
This class will cover an introduction to command line tools for managing genomic data. It will start with basic Unix commands for managing files and directories, followed by a...
This online course is intended for participants interested in tackling all kinds of optimization applications, eg. in computer science. Participants should be familiar with...
This series of online courses explores the fundamental theories and concepts of strategy and organization. The courses cover basic and advanced competitive strategy as well as...
This online course gives an introduction to the infrastructure and platform services provided by Google Cloud Platform.
In this case study based course, students will apply the knowledge they have gained about distribution, revenue and demand management to a ‘real’ world case – Hotel “De...
This course teaches how graph theory can be used to assemble genomes from these short pieces and also about brute force algorithms and how to apply them to sequencing...
This online course shows how to solve partial differential equations with numerical methods and Python. The methods shown in this course are used in engineering, natural...
This online course program gives an introduction to artificial intelligence in a business environment. It includes topics such as probability and mathematics for machine...
This course focuses on data science in real life. It will contrast the ideal with what happens in real life. By contrasting the ideal, students will learn key concepts that will...
This is an intermediate algorithms course with an emphasis on teaching techniques for the design and analysis of efficient algorithms, emphasizing methods of application.
This online course teaches how to manage Big Data with Hadoop.
This course will expand upon the basic knowledge of CSS3 to include topics such as wireframes, fluid design, media queries, and the use of existing styling paradigms such as...
This online course explores how to perform data analysis using MongoDB's Aggregation Framework.
This online lecture covers the derivation of symmetry theory; lattices, point groups, space groups, and their properties; use of symmetry in tensor representation of crystal...
This series of online courses shows how to write parallel, concurrent and distributed programs. It is meant for learners with skills in sequential programming in Java.
Taking this course, students will learn the basics of SQL (the Structured Query Language) and database design, as well as the Python API for connecting Python code to a database.
This course teaches the general concepts of data mining along with basic methodologies and applications. Then dives into one subfield in data mining: pattern discovery. It...
This course introduces the design and implementation of Android applications for mobile devices. Students will develop an app from scratch, assuming a basic knowledge of Java,...
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