25 Best Predictive Modeling Courses Online
We compared 25 Predictive Modeling courses currently listed on Coursera and edX, priced from $49.00 to $99.00. 15 come from a named university or institution, including University of Minnesota, University of Colorado System and Maryville University. They are ordered by our CourseAsk score, which is built from how thoroughly each course describes what it teaches, whether it comes from a named institution, and how it compares on price — not from star ratings, which our course data does not include.
- Courses compared
- 25
- Price range
- $49.00 – $99.00
- Providers
- Coursera, edX
- Last updated
- 30 Aug 2026
How these 25 courses were chosen
Every course below is a real, currently listed course from Coursera, edX, matched to "predictive modeling" by our catalog and ordered by our CourseAsk score. Courses whose own title names the topic rank above those only tagged with it.
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 $99.00, as listed by the provider when we last updated the page.
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1
Introduction to Predictive Modeling
Offered by University of Minnesota
Welcome to Introduction to Predictive Modeling, the first course in the University of Minnesota’s Analytics for Decision Making specialization. This course will introduce to you the concepts, processes, and applications...
$49.00listed price -
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2
Predictive Modeling and Transforming Clinical Practice
Offered by University of Colorado System
This course focuses on the key principles of using predictive models to improve clinical practices. You'll learn about the specific challenges faced by clinical data scientists and explore the methods necessary for effec...
$49.00listed price -
3
Coursera MOOC / Non-creditPredictive Modeling with Python: Apply & Evaluate
Offered by EDUCBA
By the end of this course, learners will be able to identify, apply, analyze, and evaluate predictive analytics techniques using Python. They will gain hands-on skills in data preprocessing, regression modeling, logistic...
$49.00listed price -
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4
Coursera MOOC / Non-creditPredictive Modeling with Python
Offered by Edureka
This Predictive Modeling with Python course provides a practical introduction to statistical analysis and machine learning with Python. You will learn essential machine learning concepts, methods, and algorithms with a s...
$49.00listed price -
5
Coursera MOOC / Non-creditPredictive Modeling and Machine Learning with MATLAB
Offered by MathWorks
In this course, you will build on the skills learned in Exploratory Data Analysis with MATLAB and Data Processing and Feature Engineering with MATLAB to increase your ability to harness the power of MATLAB to analyze dat...
$49.00listed price -
6
Coursera CertificateStatistical and Predictive Modeling for Finance
Offered by Coursera
Apply regression, statistical analysis, and supervised learning to evaluate financial performance and predict risk. In this course, you’ll build the quantitative skills used by financial analysts to interpret data and su...
$49.00listed price -
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7
Coursera MOOC / Non-creditLinear Regression & Predictive Modeling with SPSS
Offered by EDUCBA
Master the fundamentals and practical applications of linear regression while building predictive models using SPSS and Excel. In this hands-on course, you will learn how to construct regression models, interpret statist...
$49.00listed price -
8
Coursera MOOC / Non-creditStatistical Inference & Predictive Modeling Foundations
Offered by Coursera
This program prepares data analysts and aspiring data scientists to apply statistical inference and predictive modelling tools to solve business problems. You'll learn to identify and mitigate cognitive biases with struc...
$49.00listed price -
9
Master of Science in Data Science
Offered by Maryville University
The Master of Science in Data Science course on edX offers a deep dive into the methodologies and tools essential for data analysis, machine learning, and artificial intelligence. Geared towards professionals aiming to e...
Price on site -
10
Regression Models
Offered by Johns Hopkins University
Linear models, as their name implies, relates an outcome to a set of predictors of interest using linear assumptions. Regression models, a subset of linear models, are the most important statistical analysis tool in a da...
$49.00listed price -
11
Introduction to Data Analytics
Offered by Birla Institute of Technology & Science, Pilani
Welcome to Introduction to Data Analytics! This course will guide you through the essential techniques for working with data, equipping you with skills used by data experts across industries. You’ll explore how to clean...
$49.00listed price -
12
Modeling Climate Anomalies with Statistical Analysis
Offered by University of Colorado Boulder
This course introduces the use of statistical analysis in Python programming to study and model climate data, specifically with the SciPy and NumPy package. Topics include data visualization, predictive model development...
$49.00listed price -
13
Practical Data Science for Data Analysts
Offered by Corporate Finance Institute
This specialization covers essential skills in Python programming, data preparation, and foundational machine learning techniques such as linear regression and classification, providing a well-rounded introduction to dat...
$49.00listed price -
14
Machine Learning and its Applications
Offered by University of Glasgow
This course provides a practical introduction to machine learning techniques for data analysis in MATLAB, focusing on widely used methods for real-world technical applications. You will begin by exploring the core concep...
$49.00listed price -
15
Managerial Economics and Business Analysis
Offered by University of Illinois Urbana-Champaign
In the exceedingly fast-paced business world, growing business demands a clear grasp of how a firm obtains a competitive advantage in its operations, how the business cycle and monetary policies impact the firm’s ability...
$49.00listed price -
16
Sports Performance Analytics
Offered by University of Michigan
Sports analytics has emerged as a field of research with increasing popularity propelled, in part, by the real-world success illustrated by the best-selling book and motion picture, Moneyball. Analysis of team and player...
$49.00listed price -
17
Introduction to Spreadsheets and Models
Offered by University of Pennsylvania
The simple spreadsheet is one of the most powerful data analysis tools that exists, and it’s available to almost anyone. Major corporations and small businesses alike use spreadsheet models to determine where key measure...
$99.00listed price -
18
AI Empowerment for Small Businesses
Offered by University of Maryland, College Park
Welcome to our transformative course designed to guide small business owners and entrepreneurs through the rapidly evolving landscape of Artificial Intelligence (AI). In this journey, you will develop a comprehensive und...
$49.00listed price -
19
AI in Healthcare Capstone
Offered by Stanford Medicine
This capstone project takes you on a guided tour exploring all the concepts we have covered in the different classes up till now. We have organized this experience around the journey of a patient who develops some respir...
$49.00listed price -
20
Big Data
Offered by University of California San Diego
Drive better business decisions with an overview of how big data is organized, analyzed, and interpreted. Apply your insights to real-world problems and questions. ********* Do you need to understand big data and how it...
$49.00listed price -
21
Guided Tour of Machine Learning in Finance
Offered by New York University
This course aims at providing an introductory and broad overview of the field of ML with the focus on applications on Finance. Supervised Machine Learning methods are used in the capstone project to predict bank closures...
$49.00listed price -
22
Analytics for Decision Making
Offered by University of Minnesota
The field of analytics is typically built on four pillars: Descriptive Analytics, Predictive Analytics, Causal Analytics, and Prescriptive Analytics. Descriptive analytics (e.g., visualization, BI) deal with the explorat...
$49.00listed price -
23
AI and Machine Learning Essentials with Python
Offered by University of Pennsylvania
This specialization will prepare learners to enter the exciting fields of artificial intelligence (AI) and machine learning. Across four courses, learners will familiarize themselves with AI, machine learning and deep le...
$49.00listed price -
24
Machine Learning: Theory and Hands-on Practice with Python
Offered by University of Colorado Boulder
Machine Learning: Theory and Hands-on Practice with Python provides a comprehensive foundation in modern machine learning, spanning predictive modeling, unsupervised learning and visualization, and neural network–based a...
$49.00listed price -
25
Data Science: Statistics and Machine Learning
Offered by Johns Hopkins University
Build models, make inferences, and deliver interactive data products. This specialization continues and develops on the material from the Data Science: Foundations using R specialization. It covers statistical inference,...
$49.00listed price
Best Predictive Modeling 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 24 priced courses on this page run from $49.00 to $99.00, with the middle of the range around $49.00 — a spread of $50.00. 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 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. 15 of these are produced by a named university or institution, including University of Minnesota, University of Colorado System and Maryville 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 30 August 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.