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This online course teaches deriving and implementing word2vec, GLoVe, word embeddings, and sentiment analysis with recursive nets.

This course teaches how to identify the right statistical test for the questions asked - apply and carry out hypothesis tests - generalize the results from samples to larger...

This course teaches how to use the cloud. It also serves as an introduction to building applications for cloud computing based on emerging OpenStack and other platforms.

This online course gives an introduction to foundational cloud computing skills. It includes lessons on the fundamental concepts, major cloud service providers such as AWS, and...

This course teaches the knowledge and skills for using data warehouses for business intelligence purposes and for working as a business intelligence developer. The course gives...

In this course students will learn how to read carefully, write effective arguments, understand the writing process, engage with others' ideas, cite accurately, and craft...

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 online course explores data structures (heaps, balanced search trees, hash tables, bloom filters), graph primitives (applications of breadth-first and depth-first search,...

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 MOOC offers a flexible, collaborative introduction to learning analytics in higher education. Participants will learn by doing, using realistic data and code.

This online course explores how to hack and patch web apps. It is part of a course series on Computer Network Security.

This online course provides an opportunity to learn how the three main purposes of the Rule 15C3-3 protect customer interests and how they affect the regulatory environment...

In this course learners are introduced to second or foreign language theories and practices for teaching and assessing listening, speaking, and pronunciation. Learners will...

This online course gives an introduction to machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...

This course focuses on the major design tools used in the creation of an Application Specific Integrated Circuit (ASIC) or System on Chip (SoC) design.

After this course students will have a solid understanding about systematic debugging, will know how to automate debugging and will have built several functional debugging tools...

This course is an introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.

Through this course, students will learn how to optimize any website for speed by diving into the details of how mobile and desktop browsers render pages. Participants will...

This course teaches how to analyze real-world engineering problems using ANSYS simulation software and gain important professional skills sought by employers.

This online course (MOOC) teaches a cross-cultural understanding and international dialogue and negotiation capabilities.