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Time-Series Forecasting

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May 1, 2024 3 minute read
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Time-series forecasting is a technique used to predict future values of a time-series dataset based on its historical values. It involves the analysis of data points collected over time to identify patterns, trends, and seasonality. By understanding these patterns, businesses and individuals can make informed decisions and prepare for upcoming events.

Why Learn Time-Series Forecasting?

There are several reasons why individuals may want to learn about time-series forecasting:

Path to Time-Series Forecasting

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We've curated three courses to help you on your path to Time-Series Forecasting. Use these to develop your skills, build background knowledge, and put what you learn to practice.
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Reading list

We've selected seven books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Time-Series Forecasting.
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Forecasting: principles and practice
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A comprehensive guide to forecasting methods, this book covers a wide range of techniques, from simple moving averages to advanced machine learning algorithms.
Forecasting: Principles and Practice
Paperback
$$$
Forecasting: principles and practice
Paperback
$$$
Forecasting: principles and practice
Paperback
$$$
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Time Series Analysis
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A seminal work in time-series analysis, this book introduces the famous Box-Jenkins approach, which has become a widely used method for forecasting.
Time Series Analysis: Forecasting and Control...
Hardcover
$$$$
Time Series Analysis: Forecasting and Control...
Kindle Edition
$$$$
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Time Series Analysis and Its Applications
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Provides a solid foundation in time-series analysis, with a focus on practical applications using the R programming language.
Time Series Analysis and Its Applications: With R...
Paperback
$$$
Time Series Analysis and Its Applications: With R...
Hardcover
$$$
Time Series Analysis and Its Applications (Springer...
Kindle Edition
$$$
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Evaluating Econometric Forecasts of Economic and...
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Focuses on the use of time-series forecasting in economics and finance, covering both theoretical and practical aspects.
Evaluating Econometric Forecasts of Economic and...
Paperback
$$$$
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Time-Series Forecasting
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Focuses on the practical applications of time-series analysis in business forecasting, providing case studies and real-world examples.
Time-Series Forecasting
Paperback
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Time-Series Forecasting
Kindle Edition
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Time Series Analysis
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This textbook provides a comprehensive and accessible introduction to time-series analysis, covering both theoretical concepts and practical applications.
Time Series Analysis With Applications in R
Kindle Edition
$
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Time Series Analysis by State Space Methods
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This classic text on state space methods for time-series analysis offers a rigorous treatment of the subject, suitable for advanced readers.
Time Series Analysis by State Space Methods
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Time Series Analysis by State Space Methods
Kindle Edition
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Relevant careers
Data Analyst
Quantitative Analyst
Market Researcher
Economist
Epidemiologist
Actuary
Statistician
Data Scientist
Business Analyst
Financial Analyst
Related topics
Machine Learning
Data Mining
Predictive Analytics
Data Science
Statistics
Deep Learning
Big Data
Artificial Intelligence
Machine Learning Algorithms
Data Analytics
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