Engineering and Technology
Learn statistical tests for identifying outliers and how to use sophisticated anomaly scoring algorithms.
Are you seeking assistance in addressing inaccurate or suspicious records within your data? Look no further, as an anomaly detection algorithm can provide the solution you need. Anomaly detection encompasses a range of techniques specifically developed to identify atypical data points. These techniques are essential for detecting fraudulent activities and safeguarding computer networks against malicious behavior. In this course, you will delve into statistical tests that effectively identify outliers. Additionally, you will gain proficiency in utilizing advanced anomaly scoring algorithms such as the local outlier factor and isolation forest. Through practical applications, you will learn how to apply anomaly detection algorithms to identify uncommon wines within the UCI Wine quality dataset and to detect instances of thyroid disease based on abnormal hormone measurements.
by DataCamp
Learn statistical tests for identifying outliers and how to use sophisticated anomaly scoring algori...
by DataCamp
Explore the basics of data quality management. Learn the key concepts, dimensions, and techniques fo...
by DataCamp
Master the basics of data analysis in R, including vectors, lists, and data frames, and practice R w...
by DataCamp
Master the basics of data analysis with Python in just four hours. This online course will introduce...
by DataCamp
Learn A/B testing: including hypothesis testing, experimental design, and confounding variables.
by DataCamp
Learn how to implement and schedule data engineering workflows.
by DataCamp
Learn about AWS Boto and harnessing cloud technology to optimize your data workflow.
by DataCamp
Bash scripting allows you to build analytics pipelines in the cloud and work with data stored across...
by DataCamp
Learn to use essential Bioconductor packages for bioinformatics using datasets from viruses, fungi,...
by DataCamp
Learn how to use ChatGPT. Discover best practices for writing prompts and explore common business us...