Courses found: 1172

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Stephen Wang
RICEx
Mathematics, Statistics and Data Analysis
Gb Paid Free
Course added: 28 May 2020
This course is an introduction to linear algebra. You will discover the basic objects of linear algebra – how to compute with them, how they fit together theoretically, and how they can be used to solve real problems. Linear algebra is at the core of all of modern mathematics, and is used everywhere...
13 July 2020
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Rafael Irizarry
HarvardX
Computer Science Mathematics, Statistics and Data Analysis
Gb Paid Free
Course added: 13 February 2018
Keep your projects organized and produce reproducible reports using GitHub, git, Unix/Linux, and RStudio. A typical data analysis project may involve several parts, each including several data files and different scripts with code. Keeping all this organized can be challenging. Part of our Professional...
15 July 2020
3
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Learn inference and modeling, two of the most widely used statistical tools in data analysis. Statistical inference and modeling are indispensable for analyzing data affected by chance, and thus essential for data scientists. In this course, you will learn these key concepts through a motivating case...
15 July 2020
4
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Rafael Irizarry
HarvardX
Computer Science Mathematics, Statistics and Data Analysis
Gb Paid Free
Course added: 8 September 2017
Build a foundation in R and learn how to wrangle, analyze, and visualize data. The first in our Professional Certificate Program in Data Science, this course will introduce you to the basics of R programming. You can better retain R when you learn it to solve a specific problem, so you'll use a real...
15 July 2020
5
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Rafael Irizarry
HarvardX
Computer Science Mathematics, Statistics and Data Analysis
Gb Paid Free
Course added: 13 February 2018
Learn how to use R to implement linear regression, one of the most common statistical modeling approaches in data science. Linear regression is commonly used to quantify the relationship between two or more variables. It is also used to adjust for confounding. This course, part ofourProfessional Certificate...
15 July 2020
6
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Rafael Irizarry
HarvardX
Computer Science Mathematics, Statistics and Data Analysis
Gb Paid Free
Course added: 13 February 2018
Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques. Perhaps the most popular data science methodologies come from machine learning. What distinguishes machine learning from other computer guided decision processes is that it...
15 July 2020
7
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Rafael Irizarry
HarvardX
Mathematics, Statistics and Data Analysis
Gb Paid Free
Course added: 13 February 2018
Learn probability theory -- essential for a data scientist -- using a case study on the financial crisis of 2007-2008. In this course, part of our Professional Certificate Program in Data Science,you will learn valuable concepts in probability theory. The motivation for this course is the circumstances...
15 July 2020
8
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Rafael Irizarry
HarvardX
Computer Science Mathematics, Statistics and Data Analysis
Gb Paid Free
Course added: 13 February 2018
Learn basic data visualization principles and how to apply them using ggplot2. As part of our Professional Certificate Program in Data Science, this course covers the basics of data visualization and exploratory data analysis. We will use three motivating examples and ggplot2, a data visualization package...
15 July 2020
9
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Guido Schmidt-Traub, Guillaume Lafortune, Jessica Espey
SDGAcademyX
Economics & Finance Mathematics, Statistics and Data Analysis
Gb Paid Free
Course added: 2 July 2020
The United Nations Sustainable Development Goals are an ambitious global agenda for prosperity, people, and planet. But how do we know if we are on track to achieve the SDGs? Which Goals should different stakeholders prioritize? And what kind of data do we need to ensure that no one is left behind? Sustainable...
15 July 2020
10
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Prithwiraj Mukherjee
IIMBx
Mathematics, Statistics and Data Analysis
Gb Paid Free
Course added: 12 September 2019
Learn how to design a quantitative market research project, and implement specific methods, interpret data and come up with marketing decisions. Marketing research is crucial to marketing managers, as it helps answer crucial marketing questions using data. In this course, we introduce quantitative marketing...
16 July 2020
11
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Maggie Myers, Robert van de Geijn
UTAustinX
Computer Science Mathematics, Statistics and Data Analysis
Gb Paid Free
Course added: 29 December 2014
Learn the mathematics behind linear algebra and link it to matrix software development. Linear Algebra: Foundations to Frontiers (LAFF) is packed full of challenging, rewarding material that is essential for mathematicians, engineers, scientists, and anyone working with large datasets. Students appreciate...
22 July 2020
Favored by 2 people
12
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Learn to analyse contemporary macroeconomic policy issues and their impacts on business and on society. This course looks into what the Aggregate Demand Aggregate Supply (ADAS) model is and how it can help you understand what causes real GDP to deviate from its natural level. This course, regardless...
4 August 2020
13
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Dr Johannes De Smedt
EdinburghX
Mathematics, Statistics and Data Analysis
Gb Paid
Course added: 18 July 2019
Apply your predictive modelling acumen in a business case setting. The final project brings together the skills and knowledge acquired throughout the MicroMasters programme. You will draw on your knowledge of data analysis techniques to demonstrate your capacity to deal effectively with current job market...
11 August 2020
14
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Maggie Myers, Robert van de Geijn, Devangi Parikh
UTAustinX
Computer Science Mathematics, Statistics and Data Analysis
Gb Paid Free
Course added: 10 December 2016
Learn to apply formal methods to systematically develop correct, loop-based programs, an essential skill for computer programmers. Is my program correct? Will it give the right output for all possible permitted inputs? Computers are now essential in everyday life. Incorrect programs lead to frustration...
12 August 2020
15
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Maggie Myers, Robert van de Geijn
UTAustinX
Computer Science Mathematics, Statistics and Data Analysis
Gb Paid Free
Course added: 27 February 2020
Learn advanced linear algebra for computing. Linear algebra is one of the fundamental tools for computational and data scientists. In Advanced Linear Algebra: Foundations to Frontiers (ALAFF), you will build your knowledge, understanding, and skills in linear algebra, practical algorithms for matrix...
12 August 2020
16
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Learn essential analytics models and methods and how to appropriately apply them, using tools such as R, to retrieve desired insights. Analytical models are key to understanding data, generating predictions, and making business decisions. Without models it’s nearly impossible to gain insights from data...
17 August 2020
17
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Frederic Bien
GTx
Mathematics, Statistics and Data Analysis
Gb Paid Free
Course added: 10 November 2019
This course prepares students to understand business analytics and become leaders in these areas in business organizations. Today, businesses, consumers, and societies leave behind massive amounts of data as a by-product of their activities. Leading-edge companies in every industry are using analytics...
17 August 2020
18
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Enter the world of signal processing: analyze and extract meaning from the signals around us! Technological innovations have revolutionized the way we view and interact with the world around us. Editing a photo, re-mixing a song, automatically measuring and adjusting chemical concentrations in a tank...
17 August 2020
19
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Learn the methods for harnessing and analyzing data to answer questions of cultural, social, economic, and policy interest, and then assess that knowledge-- Part of the MITx MicroMasters program in Statistics and Data Science. *Enrollment for this course will open on July 20, 2020 * To learn more about...
17 August 2020
20
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Stephen Graves, Sean Willems
MITx
Mathematics, Statistics and Data Analysis
Gb Paid Free
Course added: 27 February 2020
Learn about various models, methods and software tools to help make better decisions for system design in manufacturing systems and supply chains.. This course was formerly known as Supply Chains for Manufacturing II. As part of the Principles of Manufacturing MicroMasters program, this course focuses...
18 August 2020



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