COURSE ID: TGS-2021003058
CET804 DS3: Pattern Recognition (Synchronous & Asynchronous Learning)
S$1800.00
From S$540.00
Course Overview
About this course
In this course, you will learn
- 1. how to explore and represent unlabeled datasets,
- 2. how to find patterns or clusters in them,
- 3. how to detect anomalies, and
- 4. how to use such information in practice.
What you'll learn
- his completes the data analysis pipeline with hands on experience in clustering and anomaly detection. It covers the art of unsupervised learning in the domain of data science. Topics include:
- 1. Introduction to basics of Pattern Recognition
- 2. Clustering Algorithms to find Patterns in Data
- 3. Anomaly Detection Algorithms for structured Data
- 4. Inference drawn from Pattern Recognition
- Python codes relevant to this module will be provided and will be used for hands-on demonstrations during the interaction session.
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