suneelpatel/time-series-analysis-guide-for-beginners

This repository is dedicated to helping beginners understand and master the fundamentals of time series analysis, a critical field in data science and statistics. Whether you're a student, data enthusiast, or aspiring data scientist, this repository is your one-stop resource to demystify time series data and build valuable skill

Welcome to the "Beginner's Guide to Time Series Analysis" repository! 📈

This repository is dedicated to helping beginners understand and master the fundamentals of time series analysis, a critical field in data science and statistics. Whether you're a student, data enthusiast, or aspiring data scientist, this repository is your one-stop resource to demystify time series data and build valuable skills.

Key Features:

Introduction to Time Series: Learn what time series data is and why it's important.

Data Preparation: Explore techniques to clean and preprocess time series data.

Statistical Tools: Discover statistical tests, stationarity, ACF, and PACF plots.

Time Series Models: Dive into ARIMA, Exponential Smoothing, and more.

Practical Examples: Apply your knowledge to real-world datasets.

Forecasting: Master time series forecasting methods.

Hands-On Tutorials: Step-by-step guides to analyze and visualize data.

Jupyter Notebooks: Interactive code and examples.

Contributions Welcome: Share your expertise and help others learn.

Start your journey in the world of time series analysis right here. Together, we'll unravel the mysteries of time-dependent data and empower you to make informed decisions and predictions.

Let's dive in and make time series analysis accessible to all! 🕰️📊