25 Best Data Collection Courses Online
We compared 25 Data Collection courses currently listed on Coursera, Udemy and edX, priced from $19.99 to $199.00. 18 come from a named university or institution, including University of Colorado System, University of Maryland, College Park and University of Maryland, College Park & University of Michigan. 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
- $19.99 – $199.00
- Providers
- Coursera, Udemy, edX
- Last updated
- 30 Aug 2026
How these 25 courses were chosen
Every course below is a real, currently listed course from Coursera, Udemy, edX, matched to "data collection" 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 $19.99 to $199.00, as listed by the provider when we last updated the page.
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1
Algorithms, Data Collection, and Starting to Code
Offered by University of Colorado System
This course starts you on your journey learning about computational thinking and beginning C programming. If you’d like to explore how we can interact with the world in a rigorous, computational way, and would also like...
$49.00listed price -
2
Framework for Data Collection and Analysis
Offered by University of Maryland, College Park
This course will provide you with an overview over existing data products and a good understanding of the data collection landscape. With the help of various examples you will learn how to identify which data sources lik...
$49.00listed price -
3
Survey Data Collection and Analytics
Offered by University of Maryland, College Park & University of Michigan
This specialization covers the fundamentals of surveys as used in market research, evaluation research, social science and political research, official government statistics, and many other topic domains. In six courses,...
$49.00listed price -
4
Mastering Qualitative Research: Data Collection to Analysis
In the ever-evolving landscape of research methodologies, qualitative research stands as a cornerstone for delving into the intricate nuances of human behavior, perceptions, and experiences. This course is designed to eq...
$19.99listed price -
5
Machinery Vibration Analysis
Offered by Benha University
This course is prepared for persons who are looking for the first step in the field of predictive maintenance based on vibration analysis and reaching the knowledge of vibration analysis at the end of this course. You wi...
$194.99listed price -
6
Data Analysis for Business: Foundations
Offered by SDA Bocconi School of Management
Every day business managers have to make decisions. In this course you will learn procedures and methods that can help make better decisions, based on descriptive statistics and data analysis. Using Statistics you can fo...
$199.00listed price -
7
Gender Foundations in Health Data: A Data for Health Course
Offered by Johns Hopkins University
Welcome to Gender Foundations in Health Data: A Data for Health course. This course was developed from an online seminar series of the same name, that was hosted by Johns Hopkins University Bloomberg School of Health in...
$49.00listed price -
8
Causal Inference
Offered by Columbia University
This course offers a rigorous mathematical survey of causal inference at the Master’s level. Inferences about causation are of great importance in science, medicine, policy, and business. This course provides an introduc...
$49.00listed price -
9
Analytics & Optimization Workshop (LinkedIn Focus)
Offered by University of California, Davis
In this workshop-style course, you’ll learn how to use AI tools to analyze social media performance and turn raw metrics into clear optimization actions, with LinkedIn as your primary platform. You’ll start by collecting...
$49.00listed price -
10
Operations Analytics
Offered by University of Pennsylvania
This course is designed to impact the way you think about transforming data into better decisions. Recent extraordinary improvements in data-collecting technologies have changed the way firms make informed and effective...
$99.00listed price -
11
Professional Skills: Problem-Solving
Offered by Arizona State University
Sharpen your ability to tackle challenges with clarity and confidence. Gain real-world strategies for identifying root causes and generating effective solutions. Every challenge, big or small, starts with a problem. This...
$49.00listed price -
12
Methods and Statistics in Social Science - Final Research Project
Offered by University of Amsterdam
The Final Research Project consists of a research study that you will perform in collaboration with fellow learners. Together you will formulate a research hypothesis and design, come up with operationalizations, create...
$49.00listed price -
13
eHealth: More than just an electronic record
Offered by The University of Sydney
Last date for individual learners to enrol in the course: 3 September 2026. The MOOC, "eHealth: More than just an electronic record!", is multidisciplinary in nature, and aims to equip the global audience of health clini...
$49.00listed price -
14
Measuring Total Data Quality
Offered by University of Michigan
By the end of this second course in the Total Data Quality Specialization, learners will be able to: 1. Learn various metrics for evaluating Total Data Quality (TDQ) at each stage of the TDQ framework. 2. Create a qualit...
$49.00listed price -
15
Introduction to Business Analytics: Communicating with Data
Offered by University of Illinois Urbana-Champaign
This course introduces students to the science of business analytics while casting a keen eye toward the artful use of numbers found in the digital space. The goal is to provide businesses and managers with the foundatio...
$79.00listed price -
16
Introduction to Big Data
Offered by University of California San Diego
Interested in increasing your knowledge of the Big Data landscape? This course is for those new to data science and interested in understanding why the Big Data Era has come to be. It is for those who want to become conv...
$59.00listed price -
17
Design Strategies for Maximizing Total Data Quality
Offered by University of Michigan
By the end of this third course in the Total Data Quality Specialization, learners will be able to: 1. Learn about design tools and techniques for maximizing TDQ across all stages of the TDQ framework during a data colle...
$49.00listed price -
18
Research Proposal: Initiating Research
Offered by University of California, Davis
Market Research is a growing and important field that is used in many industries around the world. Given all the data that is collected whether by organizations, industries, social media, governments, etc., it’s importan...
$49.00listed price -
19
Total Data Quality
Offered by University of Michigan
This specialization aims to explore the Total Data Quality framework in depth and provide learners with more information about the detailed evaluation of total data quality that needs to happen prior to data analysis. Th...
$49.00listed price -
20
Evaluating Large-Scale Health Programs
Offered by Johns Hopkins University
This specialization teaches learners how to plan and implement effectiveness evaluations of large-scale health programs. It focuses on evaluating health programs in low- and middle-income countries, where routine data ar...
$49.00listed price -
21
Qualitative Research Methods
Offered by University of Amsterdam
In this course you will be introduced to the basic ideas behind the qualitative research in social science. You will learn about data collection, description, analysis and interpretation in qualitative research. Qualitat...
$49.00listed price -
22
Data Wrangling with Python
Offered by University of Colorado Boulder
This specialization covers various essential topics such as fundamental tools, data collection, data understanding, and data preprocessing. This specialization is designed for beginners, with a focus on practical exercis...
$49.00listed price -
23
Python, Bash and SQL Essentials for Data Engineering
Offered by Duke University
If you are interested in developing the skills needed to be a data engineer, the Python, Bash and SQL Essentials for Data Engineering Specialization is a great place to start. We live in a world that is driven by big dat...
$49.00listed price -
24
Research Methodologies
Offered by Queen Mary University of London
This course focuses on research methodologies. In this vein, the focus will be placed on qualitative and quantitative research methodologies, sampling approaches, and primary and secondary data collection. The course beg...
$49.00listed price -
25
Market Research
Offered by Queen Mary University of London
The Market Research Specialisation focuses on the essentials of research and the research process. This Specialisation will teach you how to use qualitative and quantitative research methods, how to develop and manage a...
$49.00listed price
Best Data Collection Courses Online compared
| # | Course | Provider | Offered by | Price | |
|---|---|---|---|---|---|
| 1 | Algorithms, Data Collection, and Starting to Code | Coursera | University of Colorado System | $49.00 | View → |
| 2 | Framework for Data Collection and Analysis | Coursera | University of Maryland, College Park | $49.00 | View → |
| 3 | Survey Data Collection and Analytics | Coursera | University of Maryland, College Park & University of Michigan | $49.00 | View → |
| 4 | Mastering Qualitative Research: Data Collection to Analysis | Udemy | — | $19.99 | View → |
| 5 | Machinery Vibration Analysis | Udemy | Benha University | $194.99 | View → |
| 6 | Data Analysis for Business: Foundations | edX | SDA Bocconi School of Management | $199.00 | View → |
| 7 | Gender Foundations in Health Data: A Data for Health Course | Coursera | Johns Hopkins University | $49.00 | View → |
| 8 | Causal Inference | Coursera | Columbia University | $49.00 | View → |
| 9 | Analytics & Optimization Workshop (LinkedIn Focus) | Coursera | University of California, Davis | $49.00 | View → |
| 10 | Operations Analytics | Coursera | University of Pennsylvania | $99.00 | View → |
| 11 | Professional Skills: Problem-Solving | Coursera | Arizona State University | $49.00 | View → |
| 12 | Methods and Statistics in Social Science - Final Research Project | Coursera | University of Amsterdam | $49.00 | View → |
| 13 | eHealth: More than just an electronic record | Coursera | The University of Sydney | $49.00 | View → |
| 14 | Measuring Total Data Quality | Coursera | University of Michigan | $49.00 | View → |
| 15 | Introduction to Business Analytics: Communicating with Data | Coursera | University of Illinois Urbana-Champaign | $79.00 | View → |
| 16 | Introduction to Big Data | Coursera | University of California San Diego | $59.00 | View → |
| 17 | Design Strategies for Maximizing Total Data Quality | Coursera | University of Michigan | $49.00 | View → |
| 18 | Research Proposal: Initiating Research | Coursera | University of California, Davis | $49.00 | View → |
| 19 | Total Data Quality | Coursera | University of Michigan | $49.00 | View → |
| 20 | Evaluating Large-Scale Health Programs | Coursera | Johns Hopkins University | $49.00 | View → |
| 21 | Qualitative Research Methods | Coursera | University of Amsterdam | $49.00 | View → |
| 22 | Data Wrangling with Python | Coursera | University of Colorado Boulder | $49.00 | View → |
| 23 | Python, Bash and SQL Essentials for Data Engineering | Coursera | Duke University | $49.00 | View → |
| 24 | Research Methodologies | Coursera | Queen Mary University of London | $49.00 | View → |
| 25 | Market Research | Coursera | Queen Mary University of London | $49.00 | View → |
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 25 priced courses on this page run from $19.99 to $199.00, with the middle of the range around $49.00 — a spread of $179.01. That is a wide gap for one subject. 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. 18 of these are produced by a named university or institution, including University of Colorado System, University of Maryland, College Park and University of Maryland, College Park & University of Michigan — 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.