Time Series Forecasting Expert - Learning Path

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

Plans & Pricing

Steps to Learn Time Series Forecasting Expert

Step 1

Learn the basics

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

31 Lessons

Introduction to Time Series Analysis

2 Lessons

Time Series Analysis (Beginner)

Step 2

Intermediate Analysis

Master time series analysis like a Data Scientist.

2 Lessons

Intermediate Time Series Analysis

Step 3

Statistical Forecasting Models

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

16 Lessons

Deep Dive into Time Series Forecasting Part 1 - Statistical Models

15 Lessons

Deep Dive into Time Series Forecasting Part 2 - Complete ARIMA Modeling and Tests

27 Lessons

Deep Dive into Multi Time Series Forecasting - Vector Auto Regression

18 Lessons

Deep Dive into Time Series Forecasting Part 2 - Singular Spectrum Analysis

Step 4

Feature Engineering and Intervention Analysis

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