25 Best Data Collection Courses Online

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...

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...

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,...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...