15 Best Time Series Courses Online
Choosing a time series course online can be daunting because the subject covers a range of techniques, from classical statistical models to modern machine learning approaches. The fifteen courses listed here span introductory material, practical business forecasting, and more advanced programming‑focused options, giving learners a clear view of what is available across Coursera, Udemy and edX.\n\nOur selection is ordered according to a internal ranking that reflects factors such as curriculum breadth, instructional quality and price, but it does not imply any course is objectively the best. Prices range from $19.99 to $90.00, and providers include well‑known universities such as Stanford, Macquarie and the State University of New York. Consider your background, preferred tools and budget when deciding which course aligns with your learning goals.
- Courses compared
- 15
- Price range
- $49.00 – $90.00
- Providers
- Coursera, Udemy, edX
- Last updated
- 26 Sep 2026
How these 15 courses were chosen
Every course below is a real, currently listed course from Coursera, Udemy, edX, matched to "time series" by our catalog and ordered by our CourseAsk score. Courses whose own title names the topic rank above those only tagged with it.
The grade on each entry scores how much the provider publishes about the course before you pay — the length and detail of the description, whether it lists learning outcomes and objectives — and whether a named university or institution stands behind it. A is fully documented and institution-backed; E is little more than a title and a price. Courses with almost nothing published are left ungraded rather than marked down, because an unknown course and a poor one are not the same thing.
There are no star ratings on this page — the course feeds we license do not include them, and we would rather leave a column out than fill it with a number we cannot stand behind. What we do have is price: these range from $49.00 to $90.00, as listed by the provider when we last updated the page.
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1
Sequences, Time Series and Prediction
Offered by Stanford University
If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This Specialization will teach you best practices for using TensorFlow, a popu...
$49.00listed price -
2
Practical Time Series Analysis
Offered by The State University of New York
Welcome to Practical Time Series Analysis! Many of us are "accidental" data analysts. We trained in the sciences, business, or engineering and then found ourselves confronted with data for which we have no formal analyti...
$49.00listed price -
3
Excel Time Series Models for Business Forecasting
Offered by Macquarie University
This course explores different time series business forecasting methods. The course covers a variety of business forecasting methods for different types of components present in time series data — level, trending, and se...
$49.00listed price -
4
Time Series Forecasting with Python
Welcome to Time Series Forecasting with Python. This course will teach you how to effectively analyze and forecast time series data using Python, making it ideal for anyone looking to predict future trends in areas like...
$19.99listed price -
5
Time Series Analysis and Forecasting Using Python in 2023
Is this one of your needs? Then course is for you Forecasting Online Users ?Forecasting Traffic ?Forecasting the expected performance of their loan portfolio?Forecasting real-estate properties?Forecasting User Spen...
$19.99listed price -
6
Demand Forecasting Using Time Series
Offered by LearnQuest
In this course, you’ll delve into time series analysis specifically for predicting demand, which is crucial for effective supply chain management. You’ll cover essential concepts like stationarity and seasonality, and le...
$49.00listed price -
7
Analyzing Time Series and Sequential Data
Offered by SAS
Using SAS Visual Forecasting and other SAS tools, you will learn to explore time series, create and select features, build and manage a large-scale forecasting system, and use a variety of models to identify, estimate an...
$49.00listed price -
8
Mastering Time Series Forecasting with Python
Welcome to Mastering Time Series Forecasting in PythonTime series analysis and forecasting is one of the areas of Data Science and has a wide variety of applications in the industries in the current world. Many industrie...
$59.99listed price -
9
Introduction to Vertex Forecasting and Time Series in Practice
Offered by Google Cloud
Build end-to-end forecasting solutions on Google Cloud using Vertex AI. Learn with hands-on exercises spanning data ingestion, model training, and real-world application.
$90.00listed price -
10
Advanced Machine Learning with R: Apply & Predict
Offered by EDUCBA
Master advanced machine learning with R by learning how to build, evaluate, and interpret predictive models using a structured progression from statistical foundations to modern machine learning techniques. In this cours...
$49.00listed price -
11
Complete Visual Guide to Machine Learning
Offered by Maven Analytics
This course is for everyday people looking for an intuitive, beginner-friendly introduction to the world of machine learning and data science. Instead of memorizing complex math or writing code, we'll use simple, visual...
$49.00listed price -
12
Regression & Forecasting for Data Scientists using Python
Offered by EDUCBA
This course provides comprehensive training in regression analysis and forecasting techniques for data science, emphasizing Python programming. You will master time-series analysis, forecasting, linear regression, and da...
$49.00listed price -
13
Python for Data Visualization - A Beginner's Guide
Offered by Packt
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the co...
$49.00listed price -
14
Analyze and Visualize Data Using Splunk Statistics
Offered by EDUCBA
By the end of this course, learners will be able to analyze large datasets using Splunk’s statistical commands, transform raw events into meaningful metrics, build time-based and categorical visualizations, and correlate...
$49.00listed price -
15
Prometheus Monitoring: Configure & Visualize Systems
Offered by EDUCBA
Build practical skills in modern infrastructure monitoring with Master Prometheus: Configure, Monitor & Visualize Systems. In this hands-on course, you will learn how to install and configure Prometheus, collect system a...
$49.00listed price
Best Time Series Courses Online compared
Prices shown are the provider's listed price when we last updated this page. Confirm on their site before enrolling.
What the prices here tell you
The 15 priced courses on this page run from $19.99 to $90.00, with the middle of the range around $49.00 — a spread of $70.01. The options are closely priced, so cost is unlikely to be your deciding factor. A higher price on this page usually reflects who is behind the course rather than how much material it contains, so it is worth opening two or three at different price points and comparing their syllabus before deciding.
Who is behind these courses
These courses come from Coursera, Udemy and edX. The platforms differ in how they sell: some charge once per course, others expect a subscription, and the listed price is not always what you pay at checkout after a promotion. 3 of these are produced by a named university or institution, including Stanford University, The State University of New York and Macquarie University — which usually means a fixed syllabus and a recognised certificate, rather than an individual instructor’s own course.
Before you enrol
Open the provider’s own page and check three things this comparison cannot tell you: when the course was last updated, what the syllabus actually covers in its later sections, and what recent learners say. Prices shown here are the provider’s listed price when we last rebuilt this page on 26 September 2026 — they change often, and a promotion can move them substantially. We earn a commission if you enrol through our links, which costs you nothing and never affects the order courses appear in.