• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  1. Categories
  2. Time Series Analysis

Time Series Analysis Courses

Time Series Analysis courses can help you learn forecasting techniques, seasonal decomposition, and trend analysis. You can build skills in anomaly detection, time series modeling, and evaluating model performance. Many courses introduce tools like Python, R, and specialized libraries such as Pandas and Statsmodels, that support analyzing temporal data and implementing predictive models.

Popular Time Series Analysis Courses and Certifications


  • coursera logo white

    Stay ahead of how AI is reshaping work

    Find your AI Series
  • C

    Coursera

    Time Series Mastery: Forecasting with ETS, ARIMA, Python

    Skills you'll gain: Forecasting, Time Series Analysis and Forecasting, Trend Analysis, Predictive Analytics, Predictive Modeling, Data-Driven Decision-Making, Strategic Decision-Making

    3.9 stars, 50 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.9 (50) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The State University of New York

    Practical Time Series Analysis

    Skills you'll gain: Time Series Analysis and Forecasting, R (Software), Forecasting, R Programming, Statistical Analysis, Model Evaluation, Data Analysis, Statistical Visualization, Mathematical Modeling, Statistical Modeling, Correlation Analysis, Descriptive Statistics, Statistical Inference

    4.6 stars, 1.7K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (1.7K) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    IBM

    Specialized Models: Time Series and Survival Analysis

    Skills you'll gain: Time Series Analysis and Forecasting, Deep Learning, Statistical Analysis, Forecasting, Statistical Machine Learning, Data Cleansing, Data Transformation, Unsupervised Learning, Dimensionality Reduction

    4.5 stars, 147 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (147) · Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Time Series Forecasting Toolkit: Excel, R, Python and EViews

    Skills you'll gain: Time Series Analysis and Forecasting, Exploratory Data Analysis, Model Evaluation, Forecasting, Regression Analysis, Feature Engineering, Data Preprocessing, Advanced Analytics, Predictive Modeling, R Programming, Trend Analysis, Predictive Analytics, Correlation Analysis, Analytics, Analysis, Data Modeling, Finance, Business, Performance Analysis, Decision Making

    4.7 stars, 65 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (65) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    Illinois Tech

    Introduction to Time Series

    Skills you'll gain: Time Series Analysis and Forecasting, R (Software), Statistical Analysis, Statistical Software, Forecasting, Statistical Modeling, Data Analysis Software, Data Analysis, Statistical Methods, Statistical Reporting, Correlation Analysis, Statistical Visualization, Data Presentation, Model Evaluation, Statistical Hypothesis Testing

    4.2 stars, 9 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.2 (9) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • What brings you to Coursera today?

  • B

    Board Infinity

    Time Series Forecasting with Python: Models to Production

    Skills you'll gain: Time Series Analysis and Forecasting, Feature Engineering, Forecasting, Recurrent Neural Networks (RNNs), Model Evaluation, Model Deployment, Applied Machine Learning, MLOps (Machine Learning Operations), Predictive Modeling, Data Preprocessing, Machine Learning Methods, Statistical Methods, Deep Learning, Supervised Learning, Statistical Modeling, Statistical Analysis, Model Training, Data Wrangling, Machine Learning, Python Programming

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • D

    DeepLearning.AI

    Sequences, Time Series and Prediction

    Skills you'll gain: Tensorflow, Recurrent Neural Networks (RNNs), Time Series Analysis and Forecasting, Applied Machine Learning, Convolutional Neural Networks, Deep Learning, Predictive Modeling, Data Preprocessing, Artificial Neural Networks, Machine Learning Methods, Forecasting, Machine Learning

    4.7 stars, 5.2K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (5.2K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California, Santa Cruz

    Bayesian Statistics: Time Series Analysis

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Bayesian Statistics, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Statistical Software, Statistical Programming, Statistical Methods, Correlation Analysis, Statistical Inference

    4.3 stars, 18 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.3 (18) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SAS

    Analyzing Time Series and Sequential Data

    Skills you'll gain: Time Series Analysis and Forecasting, SAS (Software), Forecasting, Recurrent Neural Networks (RNNs), Feature Engineering, Digital Signal Processing, Regression Analysis, Data Transformation, Exploratory Data Analysis, Machine Learning Methods, Applied Machine Learning, Predictive Modeling, Statistical Modeling, Bayesian Statistics, Automation, Data Processing, Data Manipulation

    5 stars, 11 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 5 (11) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Univariate Time Series Analytics & Modeling with EViews

    Skills you'll gain: Time Series Analysis and Forecasting, Statistical Modeling, Forecasting, Predictive Modeling, Exploratory Data Analysis, Correlation Analysis, Statistical Software, Statistical Analysis, Data Analysis Software, Model Evaluation, Analysis, Statistical Methods, Data Analysis, Verification And Validation, Plot (Graphics), Statistical Hypothesis Testing

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Statistics and Applied Data Analysis

    Skills you'll gain: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Statistical Programming, R (Software), Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Statistical Software, Microsoft Excel, Statistics, Data Analysis

    4.6 stars, 52 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (52) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Statistics and Data Analysis with Excel: Advanced

    Skills you'll gain: Data-Driven Decision-Making, Microsoft Excel, Forecasting, Regression Analysis, Excel Formulas, Statistical Analysis, Data Analysis Software, Time Series Analysis and Forecasting, Spreadsheet Software, Data Visualization, Statistical Methods, Advanced Analytics, Financial Forecasting, Data Analysis, Statistical Hypothesis Testing, Probability & Statistics, Predictive Modeling, Statistical Inference, Statistical Modeling, Variance Analysis

    4.6 stars, 45 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.6 (45) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1234…834

Best Time Series Analysis courses from EDUCBA

Top-rated Time Series Analysis courses offered by EDUCBA on Coursera.

  1. 1
    Time Series Forecasting Toolkit: Excel, R, Python and EViews
    EDUCBABeginner3 - 6 Months4.7(65)EDUCBA
  2. 2
    Univariate Time Series Analytics & Modeling with EViews
    EDUCBAIntermediate1 - 4 Weeks4.0(1)EDUCBA

Best Time Series Analysis certificate programs

Earn a certificate in Time Series Analysis from top universities and companies.

  1. 1
    Analyzing Time Series and Sequential Data
    SASIntermediate3 - 6 Months5.0(11)Specialization
  2. 2
    Statistics and Applied Data Analysis
    University of Colorado BoulderBeginner3 - 6 Months4.6(52)Specialization

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

Frequently Asked Questions about Time Series Analysis

Time series analysis is a statistical technique used to analyze time-ordered data points to identify trends, patterns, and seasonal variations. This method is crucial for various fields, including finance, economics, environmental science, and healthcare, as it helps organizations make informed decisions based on historical data. By understanding past behaviors, businesses can forecast future trends, optimize operations, and improve strategic planning.‎

A background in time series analysis can open doors to various job opportunities. Positions such as data analyst, financial analyst, business intelligence analyst, and quantitative analyst often require skills in time series forecasting. Additionally, roles in sectors like finance, marketing, and supply chain management increasingly seek professionals who can interpret time-based data to drive decision-making.‎

To excel in time series analysis, you should develop a strong foundation in statistics and data analysis. Key skills include proficiency in statistical software (like R or Python), understanding of time series models (such as ARIMA and exponential smoothing), and the ability to visualize data effectively. Familiarity with machine learning techniques and programming can also enhance your analytical capabilities.‎

There are several excellent online courses available for learning time series analysis. For instance, the Practical Time Series Analysis course offers hands-on experience with real-world data. Additionally, the Financial Analysis with ARIMA and Time Series Forecasting course focuses on financial applications, while the Analyzing Time Series and Sequential Data Specialization provides a comprehensive overview of various techniques.‎

Yes. You can start learning time series analysis on Coursera for free in two ways:

  1. Preview the first module of many time series analysis courses at no cost. This includes video lessons, readings, graded assignments, and Coursera Coach (where available).
  2. Start a 7-day free trial for Specializations or Coursera Plus. This gives you full access to all course content across eligible programs within the timeframe of your trial.

If you want to keep learning, earn a certificate in time series analysis, or unlock full course access after the preview or trial, you can upgrade or apply for financial aid.‎

To learn time series analysis effectively, start by selecting a course that matches your current skill level and learning goals. Engage with the course materials, participate in discussions, and complete hands-on projects to reinforce your understanding. Practicing with real datasets will help you apply theoretical concepts and build confidence in your analytical skills.‎

Typical topics covered in time series analysis courses include time series decomposition, trend analysis, seasonal variations, forecasting methods, and model evaluation techniques. You may also explore advanced topics like ARIMA modeling, exponential smoothing, and machine learning applications in time series data.‎

For training and upskilling employees in time series analysis, courses like Demand Forecasting Using Time Series and Excel Time Series Models for Business Forecasting are particularly beneficial. These courses provide practical skills that can be directly applied in a business context, enhancing workforce capabilities in data-driven decision-making.‎

This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Free Courses
  • Blog
  • The Coursera Podcast
  • Tech Blog
  • Social Impact

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok