DAT510
Preview: DAT510 Business Data and Decisions :
Course Guide
Prerequisites
Course Description
Instructional Materials
DAT500
Use case studies citing real statistics and scenarios to examine how business data and proper interpretation/analysis can help inform and justify
business decisions. Topics covered will include: decision support modeling, pricing and revenue optimization, data mining, market/business forecasting
and financial simulations.
Required Resources
Markus Hoffman (Ed.). 2015. Data
Mining
Use
Cases
and
Business
Analytics
Applications. CRC Press.
RapidMiner. No date. Get Started With RapidMiner and Machine Learning . https://academy.rapidminer.com/learning-paths/get-started-with-rapidminer-
and-machine-learning
RapidMiner. No date. RapidMiner Educational License . https://rapidminer.com/get-started-educational/
RapidMiner. No date. Installing RapidMiner Studio . https://docs.rapidminer.com/latest/studio/installation/
RapidMiner. 2019. 01 The RapidMiner Studio GUI Intro - . https://www.youtube.com/watch?v=Gg01mmR3j-g&feature=youtu.be
RapidMiner. 2017. 02 The RapidMiner Marketplace Product Extensions - . https://www.youtube.com/watch?v=pjBqG3xtXx4&feature=youtu.be
RapidMiner. 2019. 04 Visualizing Data in RapidMiner Studio . https://www.youtube.com/watch?v=IFOJ14apRJE&feature=youtu.be
RapidMiner. 2017. 03 Importing Data in RapidMiner Studio . https://www.youtube.com/watch?v=eLR0IiBT76w&feature=youtu.be
RapidMiner. 2017. 05 Data Loading via Process a . https://www.youtube.com/watch?v=Bhtgji0ErD4&feature=youtu.be
RapidMiner. 2017. 10 Data Preparation . https://www.youtube.com/watch?v=vzV3OT2h1Gg&feature=youtu.be
RapidMiner. 2017. 12 Creating 'Decision Tree' Model a . https://www.youtube.com/watch?v=u2RQcev_SGQ&feature=youtu.be
RapidMiner. 2017. 13 Applying the Model . https://www.youtube.com/watch?v=AduZ6TurpDI&feature=youtu.be
RapidMiner. No date. Introduction to Model Validation . https://academy.rapidminer.com/learn/video/introduction-to-model-validation
RapidMiner. No date. Validation Demo . https://academy.rapidminer.com/learn/video/validation-demo
RapidMiner. 2017. 15 Validating Model a . https://www.youtube.com/watch?v=Hw3tVDZ4Pmo&feature=youtu.be
