Mastering Time-Series Forecasting with “sktime”

timeanddate.com

Greetings, data enthusiasts! Today, we embark on a thrilling journey into the realm of time-series forecasting using the marvelous sktime library. Whether you’re a seasoned data scientist seeking to sharpen your skills or a curious beginner taking your first steps into the world of time-series analysis, this tutorial promises to unravel the magic behind forecasting with practicality. So, fasten your seatbelts and let’s dive in!

The codes used in this post is available below:

Portfolio/time-series/sktime.ipynb at main · smortezah/Portfolio

Contents

• Introduction
• Installing libraries and Preparing our Data
• Exploratory Time-Series Analysis
• Forecasting with Classical Methods
• Evaluating and Visualizing Forecasts
• Unleashing the Power of Machine Learning
• Wrapping Up

Introduction

Before we leap into the technicalities, let’s set the stage with a quick introduction to time-series forecasting. Imagine you’re…