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Courses>log>Simple Anomaly Detection using SQL
Simple Anomaly Detection using SQL
Price:Paid
Length:1 hour
Content type:text
level:beginner
Language:English
Updated:21 August 2022
Published:07 April 2022
Similar courses
Opportunities
Courses>>Simple Anomaly Detection using SQL
Simple Anomaly Detection using SQL
 English
 Haki Benita
DescriptionLearn how to identify anomalies in your data using SQL. Understand how to apply mathematical concepts such as mean, standard deviation, and z-score to detect when an anomaly occurred in your data and how to investigate past data to improve and refine the model.
Syllabus

1. Introduction

2. What are Anomalies?

3. Understanding Z-score

4. Optimizing Z-score

5. Quiz 1

1. Getting a Sense of the Data

2. Preparing the Data

3. Identifying Anomalies

4. Quiz 2

1. Finding Past Anomalies

2. Adding Thresholds

3. Eliminating Repeating Alerts

4. Experiment with Different Values

5. Quiz 3

1. Weighted Mean

2. Median

3. Other Methods

4. Conclusion

5. Quiz 4

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Careertail
Courses>log>Simple Anomaly Detection using SQL
Simple Anomaly Detection using SQL
Price:Paid
Length:1 hour
Content type:text
level:beginner
Language:English
Updated:21 August 2022
Published:07 April 2022
Similar courses
Opportunities
Courses>>Simple Anomaly Detection using SQL
Simple Anomaly Detection using SQL
 English
 Haki Benita
DescriptionLearn how to identify anomalies in your data using SQL. Understand how to apply mathematical concepts such as mean, standard deviation, and z-score to detect when an anomaly occurred in your data and how to investigate past data to improve and refine the model.
Syllabus

1. Introduction

2. What are Anomalies?

3. Understanding Z-score

4. Optimizing Z-score

5. Quiz 1

1. Getting a Sense of the Data

2. Preparing the Data

3. Identifying Anomalies

4. Quiz 2

1. Finding Past Anomalies

2. Adding Thresholds

3. Eliminating Repeating Alerts

4. Experiment with Different Values

5. Quiz 3

1. Weighted Mean

2. Median

3. Other Methods

4. Conclusion

5. Quiz 4

Similar courses
Opportunities
Make the most out of your online education
Careertail
Copyright © 2021 Careertail.
All rights reserved
Quick Links
Get StartedLog InAbout UsCourses
Company
BlogContactsPrivacy PolicyCookie PolicyTerms and Conditions
Stay up to date
Trustpilot