Time series analysis

Machine learning training

Prerequisites

Python syntax
Solid knowledge of basic machine learning ideas
(validation methods, gradient descent algorithm, preventing overfitting)
Machine learning experience

Skills your team will gain

Knowledge of the properties of time series data.

The ability to effectively work with time series data.

An understanding of algorithms exclusive for time series analysis.

Duration

2 days

Agenda

Part 1

Overview

  • Specificity of time series data
  • A non-time-series approach to time series data

Part 2

Autoregression methods

  • Autocorrelation function
  • AR, ARMA, ARIMA
  • ETS
  • Prophet

Contact us

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Locations
  • deepsense.ai, Inc.
  • 2100 Geng Road, Suite 210
  • Palo Alto, CA 94303
  • United States of America
  • deepsense.ai Sp. z o.o.
  • al. Jerozolimskie 44
  • 00-024 Warsaw
  • Poland
  • ul. Łęczycka 59
  • 85-737 Bydgoszcz
  • Poland
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