data analysis

Overview This course focuses on the concepts and tools behind reporting modern data analyses in a reproducible manner. Reproducible research is the idea that data analyses, and more generally, scientific claims, are published with their data and software code so that others may verify the...

Overview Learn how to analyze data using Python. This course will take you from the basics of Python to exploring many different types of data. You will learn how to prepare data for analysis, perform simple statistical analyses, create meaningful data visualizations, predict future trends from...

Overview The modern data analysis pipeline involves collection, preprocessing, storage, analysis, and interactive visualization of data. The goal of this course, part of the Analytics: Essential Tools and Methods MicroMasters program, is for you to learn how to build these components and...

Overview EX101x is for all of those struggling with data analysis. That crazy data collection from your boss? Megabytes of sensor data to analyze? Looking for a smart way visualize your data in order to make sense out of it? We’ve got you covered! Using video lectures and hands-on exercises, we...

Overview Struggling with data at work? Wasting valuable time working in multiple spreadsheets to gain an overview of your business? Find it hard to gain sharp insights from piles of data on your desktop? If you are looking to enhance your efficiency in the office and improve your performance by...

Overview Want to study for an MBA but unsure of the basic data analysis still required? This online course prepares you for studying in an MBA program. Data analysis appears throughout any rigorous MBA program and in today’s business environment understanding the fundamentals of collecting...

Overview This course consists of an assessment that tests your knowledge on the course content from 14.310x - Data Analysis for Social Scientists, a statistics and data analysis course that will introduce you to the essential notions of probability and statistics. It will cover techniques in...

Overview This course is part of the Microsoft Professional Program Certificate in Data Science and the Microsoft Professional Program Certificate in Big Data.. Power BI is quickly gaining popularity among professionals in data science as a cloud-based service that helps them easily visualize...

Overview This course is part of the Microsoft Professional Program Certificate in Big Data, and the Microsoft Professional Program Certificate in Data Science. Excel is one of the most widely used solutions for analyzing and visualizing data. It now includes tools that enable the analysis of...

Overview This course is part of the Microsoft Professional Program Certificate in Data Science. If you’re considering a career as a data analyst, you need to know about histograms, Pareto charts, Boxplots, Bayes’ theorem, and much more. In this applied statistics course, the second in our...

Overview This course is part of the Microsoft Professional Program Certificate in Data Science. Data scientists are often trained in the analysis of data. However, the goal of data science is to produce good understanding of some problem or idea and build useful models on this understanding...

Overview This course is part of the Microsoft Professional Program Certificate in Data Science and Microsoft Professional Program in Artificial Intelligence. Data scientists are often trained in the analysis of data. However, the goal of data science is to produce a good understanding of some...

Overview This course is part of the Microsoft Professional Program Certificate in Data Science and the Microsoft Professional Program Certificate in Big Data.. The open-source programming language R has for a long time been popular (particularly in academia) for data processing and statistical...

Overview Gain essential skills in today’s digital age to store, process and analyse data to inform business decisions. In this course, part of the Big Data MicroMasters program, you will develop your knowledge of big data analytics and enhance your programming and mathematical skills. You will...

Overview Learn to code in Python and analyse real, open data This hands-on course will teach you how to write your own computer programs, one line of code at a time. You’ll learn how to access open data, clean it and analyse it, and produce visualisations. You will also learn how to write up and...

Overview Harness the power of data to improve and develop health and social care services Data can be powerful in health and social care. It can be used to develop new services, influence strategies, inform budget decisions and optimise processes and policy. On this course you’ll learn how to...

Overview Organisations everywhere want to exploit data to predict behaviours and extract valuable real-world insights. You will learn key statistical elements of data science. You will focus on data exploration and discovery, learning what to look for in data, its limitations and avoiding being...

Overview In this course, you will learn best practices for how to use data analytics to make any company more competitive and more profitable. You will be able to recognize the most critical business metrics and distinguish them from mere data. You’ll get a clear picture of the vital but...

Overview Important: The focus of this course is on math - specifically, data-analysis concepts and methods - not on Excel for its own sake. We use Excel to do our calculations, and all math formulas are given as Excel Spreadsheets, but we do not attempt to cover Excel Macros, Visual Basic, Pivot...

Overview People analytics is a data-driven approach to managing people at work. For the first time in history, business leaders can make decisions about their people based on deep analysis of data rather than the traditional methods of personal relationships, decision making based on experience...