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Time Series Forecasting Specialization

Become expert in Time Series Analyis and modeling, learn in-depth, apply practicals and business knowledge to solve real forecasting projects.

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Steps to Learn Time Series Forecasting Specialization

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

Time Series Analysis Part 3 - 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.

16 Lessons

Feature Engineering and Intervention Analysis for Time Series Projects - Part 1

17 Lessons

Feature Engineering and Intervention Analysis for Time Series Projects - Part 2

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