Time Series Analysis & Forecasting

Course 5 of 10 in ML Practitioner

Learn the fundamentals of analyzing and forecasting time series data.

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About this course

Curriculum60 min

  • Time Series Basics
  • Introduction to time series
  • Time series data types and formats
  • Time series components
  • Objectives of time series analysis
  • Time Series Analysis

    Learn about time series properties and use-cases.

  • Concept | Time series analysis with interactive statistics
  • Get started
  • Explore the Flow
  • Test for trends
  • Test for autocorrelation
  • Test for stationarity
  • Time Series Forecasting

    Learn about time series components and their use in modeling.

  • Concept | Time series forecasting
  • Get started
  • Design a forecasting model
  • Train and deploy a forecasting model
  • Evaluate a forecasting model
  • Score a forecasting model
  • Wrap Up
  • Course Checkpoint: Time Series Analysis & Forecasting
  • Tell Us What You Think: Time Series Analysis & Forecasting
  • Course Complete

About this course

Curriculum60 min

  • Time Series Basics
  • Introduction to time series
  • Time series data types and formats
  • Time series components
  • Objectives of time series analysis
  • Time Series Analysis

    Learn about time series properties and use-cases.

  • Concept | Time series analysis with interactive statistics
  • Get started
  • Explore the Flow
  • Test for trends
  • Test for autocorrelation
  • Test for stationarity
  • Time Series Forecasting

    Learn about time series components and their use in modeling.

  • Concept | Time series forecasting
  • Get started
  • Design a forecasting model
  • Train and deploy a forecasting model
  • Evaluate a forecasting model
  • Score a forecasting model
  • Wrap Up
  • Course Checkpoint: Time Series Analysis & Forecasting
  • Tell Us What You Think: Time Series Analysis & Forecasting
  • Course Complete