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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.

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Introduction to Time Series Analysis

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Time Series Analysis (Beginner)

Step 2

Intermediate Analysis

Master time series analysis like a Data Scientist.

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Intermediate Time Series Analysis

Step 3

Statistical Forecasting Models

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

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Time Series Forecasting Part 1 - Statistical Models

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Time Series Forecasting Part 2 - Complete ARIMA Modeling and Tests

Time Series Forecasting - Vector Auto Regression

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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.

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

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

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