Data Analysis courses

4.72

Learn how advances in geospatial technology and analytical methods have changed how we do everything, and discover how to make maps and analyze geographic patterns using the latest tools. The past decade has seen an...

4.14

Statistical experiment design and analytics are at the heart of data science. In this course you will design statistical experiments and analyze the results using modern methods. You will also explore the common pitfalls in...

4.74

We will learn computational methods - algorithms and data structures - for analyzing DNA sequencing data. We will learn a little about DNA, genomics, and how DNA sequencing is used. We will use Python to...

4.55

You will learn the basics of storage management in Azure, how to create a Storage Account, and how to choose the right model for your data.

4.59

Relational Database Support for Data Warehouses is the third course in the Data Warehousing for Business Intelligence specialization. In this course, you'll use analytical elements of SQL for answering business intelligence questions. You'll learn...

4.7

This course introduces you to sampling and exploring data, as well as basic probability theory and Bayes' rule. You will examine various types of sampling methods, and discuss how such methods can impact the scope...

Dashboards are a must-have tool in today’s data-driven world. By combining curated data visualizations, dashboards allow users to interpret and ask their own questions of data. By reducing the time to insight and empowering business...

4.8

How to describe data with statistical summaries, and how to explore your data using advanced visualizations. Understand statistical intervals, hypothesis tests and how to calculate sample size. How to fit, evaluate and interpret linear and...

Working with large quantities of data in spreadsheets can be difficult and time-consuming. Have you ever wished there was a quick and efficient way to organize and evaluate your data within seconds? Pivot Tables are...

Say you've found a great dataset and would like to learn more about it. How can you start to answer the questions you have about the data? You can use dplyr to answer those questions—it...

Why Learn D3? This popular JavaScript library allows us to create beautiful interactive data visualization for the web. Take-Away Skills: Learn the basics of data visualization with d3 by binding data to a web page’s...

4

The course is devoted to the usage of computer vision libraries like OpenCV in 2d image processing. The course includes sections of image filtering and thresholding, edge/corner/interest point detection, local and global descriptors, video tracking....

Get ready to have some fun with maps! Interactive Maps with leaflet in R will give you the tools to make attractive and interactive web maps using spatial data and the tidyverse. In this course,...

4.51

Describe the languages, tools, and data used by data scientists, including IBM tools focused on data science. Describe the features of Jupyter Notebook and RStudio IDE that make them popular for data science projects. Create...

4.68

This course will provide learners with an introduction to research data management and sharing. After completing this course, learners will understand the diversity of data and their management needs across the research data lifecycle, be...

4.06

Conducting Hypothesis Tests in PythonApplications of Hypothesis Testing in the WorkplaceConducting Hypothesis Tests in Excel

4.43

Interprofessional Healthcare Informatics is a graduate-level, hands-on interactive exploration of real informatics tools and techniques offered by the University of Minnesota and the University of Minnesota's National Center for Interprofessional Pra...

4.8

Regression Analysis is perhaps the single most important Business Statistics tool used in the industry. Regression is the engine behind a multitude of data analytics applications used for many forms of forecasting and prediction. This...

4.54

This course will teach you how to perform data analysis using MongoDB's powerful Aggregation Framework. You'll begin this course by building a foundation of essential aggregation knowledge. By understanding these features of the Aggregation Framewor...

4.87

Data visualization is a critical skill for anyone that routinely using quantitative data in his or her work - which is to say that data visualization is a tool that almost every worker needs today....