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.
Этот курс входит в специализацию ''Специализация Database Design and Operational Business Intelligence'
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Об этом курсе
No experience in BI or database needed. Experience with at least one programming language is recommended.
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Попробуйте Coursera для бизнесаЧему вы научитесь
Explain different data warehousing architectures and multidimensional data modeling
Develop predictive data mining models, including classification and estimation models
Develop explanatory data mining models, including clustering and association models
Приобретаемые навыки
- Data Mining for Clustering and Association
- Data Clustering Algorithms
- Data Warehousing
- Multidimensional Modeling
- Data Mining for Prediction and Explanation
No experience in BI or database needed. Experience with at least one programming language is recommended.
Будет ли вашей компании выгодно обучить сотрудников востребованным навыкам?
Попробуйте Coursera для бизнесаот партнера
Программа курса: что вы изучите
Overview of Data Warehousing
Multidimensional Modeling for Data Warehousing
Data Mining for Prediction and Explanation
Data Mining for Clustering and Association
Рецензии
- 5 stars69,69 %
- 4 stars18,18 %
- 3 stars4,54 %
- 2 stars4,54 %
- 1 star3,03 %
Лучшие отзывы о курсе DATA WAREHOUSING AND BUSINESS INTELLIGENCE
very simple and straight forward course. Ideal for beginners .
Managing and organization of data is very important in every organization, so data warehousing help to organise data for easy access and understanding
There could have been videos to make everything more clear and assignments too!
This course is an excellent and simple introduction for DWH which is easy to grasp and follow.
Специализация Database Design and Operational Business Intelligence: общие сведения

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