Data Science Industry Applications 2021 Data Science Industry Applications 2021

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Thursday, August 19, 2021

Anomaly Detection in Time Series ⏲
Hasan Ali
Hasan Ali
Pulp VIsion, Research Scientist

Workshop Overview:

In enterprises and industries, there is a *ton* of time series and signal data. This workshop is aimed at processing huge chunks of time series and signal data. We will be covering:

  • Analysis of time series or signal data
  • Identifying anomalies and other patterns in the data
  • Different approaches for anomaly and pattern detection
  • Optimal approaches by use case / When to use each approach

Intended Audience:

  • Aspiring Data Scientists
  • Current Data Scientists

Topics Covered:

  • What is an Anomaly?
  • Methods of Anomaly Detection
  • Matrix Profile
  • Practical Use-Cases

Workshop Takeaways:

  • Hands-on Coding Experience
  • Practical Problem Solving in Anomaly Detection
  • Understanding Methods of Anomaly Detection
  • Learning Matrix Profile

To-Do Before Workshop / How to Prepare:

  • Preferably have an anaconda environment (otherwise google collab would do)