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...
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...
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...
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...
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...
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...
Has COVID-19 social distancing impacted your interaction with others?
Do you find yourself working or studying at home or maybe just isolated from those you want to see?
Are you looking for strategies for how to work, learn or simply connect online?
COVID-19 is rapidly spreading across the globe and all providers must be prepared to recognize, stabilize, and treat patients with novel coronavirus infection. This rapid-fire, self-paced course focuses on the critical information required to care for patients during the COVID-19 pandemic. Following...
Transport corridors—large highways, railways, and waterways connecting countries and continents—offer enormous potential to boost Asia’s economic growth, spur job creation, and reduce poverty, if the new trade routes spread their benefits widely and limit negative environmental impacts. But countries...
Great leaders, create great culture, which yields great work: G3. Leadership requires skills and is in greater demand. Are you ready to lead when the call comes? Would you like to refresh your leadership skills? If so, this course is for you. In this course you will learn about great culture – the goal...
Learn about the most fascinating animals on Earth, their sophisticated senses and how sharks and their relatives have impacted human history and culture. Sharks! Global Biodiversity, Biology, and Conservation:
Did you know that you can track some sharks’ movements on Twitter? Or that the scales on their...
Humans are vast users of water. From large-scale agriculture to individual domestic use, water resources are being consumed at a tremendous rate. This course investigates the use of water by humans across the globe. Humans are vast users of water. From large-scale agriculture to individual domestic use...
Learn essential teamwork and collaboration skills to lead, build and motivate teams in the workplace. In today’s workplace, professionals don’t work alone, and rarely work with just one other person. More often, we are required to work in groups to strategize, design solutions, ideate, motivate, manage...
This course brings together the different aspects of the hydrologic cycle and introduces several common watershed modelling techniques for water resource management. Water within the environment is often modelled both to fill-in gaps in data as well as to predict future water quality and quantity. This...
Water plays a critical role in our daily lives. This course is an introduction to human health at the individual and population level. Water plays a critical role in our daily lives. In order to understand the health implications, we must first understand the different ways to measure and describe health...
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