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This online course gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...

This course teaches how to manage, describe, summarize and visualize data. Students will choose a research question based on available data and engage in the early decisions...

This online video lecture series gives an introduction to machine learning and pattern recognition.

This online course introduces the concept of recommender systems and reviews several examples in detail.

This course explores that dynamic programming is a powerful algorithmic tool when comparing two genes (i.e., short sequences of DNA) or two proteins. When "zooming out" to...

This online course teaches how to become a SQL Production Database Administrator and what skills, roles, tasks, and responsibilities a SQL Production Database Administrator does...

This course offers some basic concepts of computer programming, like the notion of an algorithm. The purpose of the course is to achieve the ability to write programs to solve...

This online course teaches strategies to become Google Analytics Certified in just 2 days.

The Master of Computer Science program is designed for students with undergraduate degrees in computing or related areas.

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 course is for novice programmers or business people who'd like to understand the core tools used to wrangle and analyze big data. It will give hands-on examples with Hadoop...

With this course, students will learn how to use data and analytics to give an edge to their career and life. They will examine real world examples of how analytics have been...

This online course shows how to derive and solve a linear regression model, and apply it appropriately to data science problems.

This online course program teaches the key concepts of AppSheet, Google Cloud's no-code application development platform. The program includes several individual short video...

This online course teaches the art of creative page layout with Adobe InDesign CS6.

This online course shows how to stay anonymous online, how to maintain privacy and how to bypass firewalls and proxies.

This online course helps to learn and practice several techniques for user interface evaluation.

This online course program gives an introduction to Natural Language Processing (NLP). Its goal is for learners to be able to design NLP applications that perform...

This online course explores how to apply the thinking and programming skills from Scratch to text-based programming languages like Python. The course is specifically designed...

This online course shows how to build dynamic websites and web applications using JavaScript.The course requires some basic understanding of HTML and CSS. It includes...