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Katrina Falkner, ​Claudia Szabo, Dr. Nick Falkner, Dr. Brad Alexander, Dr. Frank Neumann, Dr. ​Claudia Szabo, Dr. Lewis Mitchell, Dr. Simon Tuke, Dr. Katrina Falkner, Lewis Mitchell, Simon Tuke, David Suter, Nick Falkner, Gary Glonek, Lingqiao Liu, Gavin Meredith, Ian Knight, Frank Neumann, Wanru (Kelly) Gao, Aneta Neumann, Vahid Roostapour, and Markus Wagner

Big data is changing the way businesses operate. Driven by a new scale of data collection that provides massive levels of information, businesses are now able to analyse and gather data insights to make better-informed decisions.

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Big data is changing the way businesses operate. Driven by a new scale of data collection that provides massive levels of information, businesses are now able to analyse and gather data insights to make better-informed decisions.

Data scientists and business analysts are in high-demand as companies look to use data to improve their business operations.

In this Big Data MicroMasters program, you will learn tools and analytical methods to use data for decision-making, collect and organise data at scale, and gain an understanding of how data analysis can help to inform change within organisations.

You’ll develop both the technical and computational skills that are in high demand across a range of industries. You’ll develop critical skills in programming for data science, computational thinking, algorithm design, big data fundamentals, and data-driven analysis, with plenty of opportunities to apply and explore your new learnings through a range of case studies.

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What's inside

Four courses

Programming for Data Science

(90 hours)
There is a rising demand for people with the skills to work with Big Data sets. This course will start you on your journey through our Big Data MicroMasters program towards a recognised credential in this highly competitive area. Using practical activities, you will learn how digital technologies work and will develop your coding skills through engaging and collaborative assignments.

Computational Thinking and Big Data

(90 hours)
Computational thinking is an invaluable skill used across every industry. It allows you to formulate a problem and express a solution in such a way that a computer can effectively carry it out. In this course, part of the Big Data MicroMasters program, you will learn how to apply computational thinking in data science.

Big Data Fundamentals

(90 hours)
Organizations now have access to massive amounts of data and it’s influencing the way they operate. They are realizing in order to be successful they must leverage their data to make effective business decisions. This course will teach you how big data is driving organizational change and the key challenges organizations face when trying to analyze massive data sets.

Big Data Capstone Project

(27 hours)
The Big Data Capstone Project lets you apply techniques and theory from the four courses in this Big Data MicroMasters program to a medium-scale data science project. Working with organizations and stakeholders of your choice on a real-world dataset, you will further develop your data science skills and knowledge.

Learning objectives

  • How to design algorithms
  • Understand fundamental programming concepts including data abstraction, storage and structures
  • Understand computational thinking which includes decomposition, pattern recognition and abstraction
  • Data-driven problem and algorithm design for big data
  • Interpretation of data representation and analysis
  • Understand key mathematical concepts, including dimension reduction and bayesian models
  • How to use analytical tools such as r and java

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