Specialization 4 of 9

Time Series Forecasting

Become the expert in all time series models and solve real forecasting projects.

Start with course 1See plans
courses
9
lessons
155
hours of video
19
lessons free to try
8

  1. 01

    Learn The Basics

    Get started from zero and learn the basics of time series analysis.

    2 courses · 5 h 7 min

    1. Course 1Introduction to Time Series Analysis32 lessons · 3 h 33 min7 free lessons
    2. Course 2Time Series Analysis - I (Beginners)3 lessons · 1 h 34 min

  2. 02

    Intermediate Analysis

    Master time series analysis like a Data Scientist.

    1 course · 2 h 18 min

    1. Course 3Time Series Analysis - II (Intermediate)3 lessons · 2 h 18 min

  3. 03

    Statistical Forecasting Models

    Learn the math and implement them in Python using Statsmodels and learn to tune them.

    4 courses · 7 h 25 min

    1. Course 4Time Series Forecasting Part 1 - Statistical Models16 lessons · 1 h 30 min
    2. Course 5Time Series Forecasting Part 2 - ARIMA Modeling and Tests17 lessons · 1 h 48 min
    3. Course 6Time Series Forecasting Part 3 - Vector Auto Regression Methods28 lessons · 2 h 44 min
    4. Course 7Time Series Analysis - III: Singular Spectrum Analysis (SSA)20 lessons · 1 h 23 min

  4. 04

    Feature Engineering And Intervention Analysis

    Create features to enhance forecasting and perform intervention analysis to assess impact of disruptive events.

    2 courses · 3 h 44 min

    1. Course 8Feature Engineering for Time Series Projects - I19 lessons · 1 h 28 min1 free lesson
    2. Course 9Feature Engineering for Time Series Projects - II17 lessons · 2 h 16 min

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