University of Dundee - Data Science in the Games Industry
- Offered byFutureLearn
Data Science in the Games Industry at FutureLearn Overview
Data Science in the Games Industry
at FutureLearn
Duration | 4 weeks |
Total fee | ₹2,763 |
Mode of learning | Online |
Official Website | Go to Website  |
Credential | Certificate |
Data Science in the Games Industry at FutureLearn Highlights
Data Science in the Games Industry
at FutureLearn
- Duration 4 weeks
- Weekly study 3 hours
- 100% online Learn at your own pace
Data Science in the Games Industry at FutureLearn Course details
Data Science in the Games Industry
at FutureLearn
Skills you will learn
More about this course
- The video games industry collects vast amounts of data from its users. But most of this data is disregarded despite its value to the gaming industry.
- This course will show you how to store and analyse data effectively and gain insights into game users' actions and behaviours.
- You'll find out about the different models of data, such as tabular data, atomic data, and relational data.
- You'll understand how to store non-relational data at scale, and why data can be hard to distribute.
- You'll learn how to build better gaming experiences and increase profits.
Data Science in the Games Industry at FutureLearn Curriculum
Data Science in the Games Industry
at FutureLearn
Data in all its glory
Welcome to Data Science and the Games Industry
The data exhaust
Tabular vs Big Data
Relational Databases
Disappearances in the CAP triangle
Breaking the CAP triangle
NoSQL
Cassandra
MongoDb
Graphs and Graph databases
Dark Data's Hiding Place
Taming the Data Exhaust
Big data and distributed systems
Hadoop, HDFS, MapReduce, and other technologies
Real-time systems
Lambda
Analysis is our answer
Statistics
Consumer testing
R and Python
Bayesian Statistics
Machine learning and data mining
The Future
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