Data Mining and Decision Making: Data Mining for Answering Business Questions
Data Science 2021
| Intermediate
- 12 Videos | 58m 13s
- Includes Assessment
- Earns a Badge
The data mining process provides the opportunity for businesses to collect additional information and insights that are unavailable through other everyday operations of the company. Use this course to learn more about how utilizing data mining effectively may provide a competitive advantage and additional knowledge about the market and competitors. Start by examining the essential concepts in data exploration using summary statistics and visuals and discover different data mining techniques. This course will also help you develop an understanding of the complete data mining process - data gathering, cleaning, exploration, and mining. After completing this course, you'll be able to use data mining to answer in-depth questions about any business.
WHAT YOU WILL LEARN
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discover the key concepts covered in this coursedefine and compare data science, data analytics and machine learning and recognize their use cases for business managementcompare the roles of machine learning engineers and data scientistslist and define major types of machine learning used in business managementdescribe the workings of a machine learning algorithmoutline the association rules used in data mining and specify their roles
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describe how to perform anomaly detection during data miningdescribe how to perform customer segmentation during data miningdescribe how to perform data analysis for business by showing examples of Walmart and Market Basketdescribe how to use data mining for clinical decision support through a case studyspecify the importance of utilizing Predictive Analytics for Businesssummarize the key concepts covered in this course
IN THIS COURSE
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1.Course Overview2m 28sUP NEXT
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2.Data Science, Data Analytics, and Machine Learning4m 27s
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3.Machine Learning Engineer vs. Data Science4m 37s
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4.Types of Machine Learning5m 24s
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5.How Do Machine Learning Algorithms Work?4m 57s
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6.Data Mining: Association Rules6m 20s
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7.Data Mining: Anomaly Detection5m 25s
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8.Data Mining: Customer Segmentation7m 59s
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9.Case Study: Walmart and Market Basket Analysis6m 1s
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10.Case Study: Customer Segmentation Analysis3m 59s
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11.Importance of Predictive Analysis in Business4m 53s
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12.Course Summary1m 42s
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
Skillsoft is providing you the opportunity to earn a digital badge upon successful completion of this course, which can be shared on any social network or business platform
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