This course builds on “The Nature of Data and Relational Database Design” to extend the process of capturing and manipulating data through data warehousing and data mining. Once the transactional data is processed through ETL (Extract, Transform, Load), it is then stored in a data warehouse for use in managerial decision making. Data mining is one of the key enablers in the process of converting data stored in a data warehouse into actionable insight for better and faster decision making.
By the end of this course, students will be able to explain data warehousing and how it is used for business intelligence, explain different data warehousing architectures and multidimensional data modeling, and develop predictive data mining models, including classification and estimation models. IN addition, students will be able to develop explanatory data mining models, including clustering and association models.
Status: Snowflake Schema
Snowflake Schema
Status: Data-Driven Decision-Making
Data-Driven Decision-Making
Beginner·Course·7 hours
Featured reviews
5.0
·Reviewed Aug 27, 2022
Well put together, a concentrated review of the essentials!
5.0
·Reviewed Feb 19, 2022
This course is an excellent and simple introduction for DWH which is easy to grasp and follow.
4.0
·Reviewed Nov 29, 2022
There could have been videos to make everything more clear and assignments too!
4.0
·Reviewed Oct 3, 2024
Very insightful, opens one mind to a number of possibilities on how to prepare, review and maintain a data warehouse.
5.0
·Reviewed Jan 17, 2023
very simple and straight forward course. Ideal for beginners .
4.0
·Reviewed Sep 30, 2022
It is Basic course of Date warehousing and learning, which is very much usefull for Begginers.
All reviews
Showing: 20 of 26
All Learners
All Stars
Most Helpful
H
Hany
2.0
·Reviewed Aug 2, 2022
The Good: content is clear concise, and straight to the point
The Bad: there is virtually 0 practical application of any sort other than the occasional discussion forum. No actual technical platform where you can apply data warehousing technique.
Overall I would classify this course as well as the two other associated courses in this specialization as a glorified dictionary.
L
Lismar
1.0
·Reviewed Mar 10, 2022
Theory content is on point, perfect
I would like to have more hands-on projects and practical excersices
D
Dan
2.0
·Reviewed Nov 14, 2022
Might be useful as an introduction I guess.
Helpful to get basic definitions of various terms.
As mentioned by other reviewers the course just comprises of lists of definitions of commonly used terms.
Quizs are poorly designed and don't really test anything.
Can probably complete this entire course in around an hour.
J
jimoh
5.0
·Reviewed Mar 10, 2022
Managing and organization of data is very important in every organization, so data warehousing help to organise data for easy access and understanding
S
suneeth
5.0
·Reviewed Feb 20, 2022
This course is an excellent and simple introduction for DWH which is easy to grasp and follow.
W
Wai
5.0
·Reviewed Jan 17, 2022
A whirlwind tour to provide the basic algorithms for machine learning in data analysis
A
Amir
5.0
·Reviewed Aug 5, 2023
hi dears,
I learned data warehousing and data mining algorithm .
Best regards
H
HASSAN
5.0
·Reviewed Jan 18, 2023
very simple and straight forward course. Ideal for beginners .
M
Michael
5.0
·Reviewed Aug 28, 2022
Well put together, a concentrated review of the essentials!