Data Science in the Games Industry

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Language

Level

Beginner

Certificate

Paid

Access

Free

Last updated on December 11, 2023 1:26 pm

Learn how the games industry can use big data to enhance the gaming experience and increase profits in this online course from the University of Dundee.

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Who is the course for?

This course is aimed at those who already work in the games industry, but may also be of interest to those looking to work in the sector.

What topics will you cover?

Week 1: Data in all its glory

The Data Exhaust

Tabular vs Big Data

Disappearances in the CAP Triangle

Week 2: Breaking the CAP Triangle

NoSQL

Cassandra

MongoDb

Graphs and Graph Databases

Dark Data’s Hiding Place

Week 3: Taming the Data Exhaust

Big Data and Distributed Systems

Hadoop, HDFS, MapReduce and Other Technologies

Real-time Systems

Lambda

Week 4: Analysis is our answer

Introduction to Statistics

Consumer Testing

Introduction to R and Python

Bayesian Statistics

Machine learning and data mining

The Future of Data Science

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    Data Science in the Games Industry
    Data Science in the Games Industry
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