Data Collection Courses and Certifications

Framework for Data Collection and Analysis

777 ratings at Coursera

Learn to match a research question to available data sources, turn it into measurable pieces, plan analysis, and quantify data quality errors using a total survey error framework.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course

Data Collection and Integration

16 ratings at Coursera

Gather data from txt, csv, json, xml and html files, web pages, SQL databases and APIs with Python, requests, Beautiful Soup and Pandas, then merge it into one dataset.

• Coursera
• 6 weeks, 5 hours a week
• Self-Paced
• Paid Course

Career Certificate

Data Collection Methods Course

10 ratings at Graduate School USA

Learn practical techniques to collect reliable primary data through observations, interviews, and questionnaire surveys. Ideal for analysts and auditors gathering data for management studies.

• Graduate School USA
• 24 hours
• 10th Feb, 2027
• $1,549.00

Planning for Data Collection

914 ratings at Udemy

Learn about different concepts, tools and tips to consider while collecting data in the field!

• Udemy
• 30 minutes
• Self-Paced
• Free Online Course

Strengthen monitoring and evaluation systems by moving project data from collection and management through analysis to performance improvement.

• Independent
• Self-Paced
• Free Certificate

Data Collection and Processing with Python

4056 ratings at Coursera

Fetch and process internet data with Python: traverse nested JSON, use map, filter and list comprehensions, call REST APIs with requests, and build a flickr tag recommender.

• Coursera
• 4 weeks, 5 hours a week
• Self-Paced
• Paid Course

Career Certificate

Total Data Quality

60 ratings at Coursera

Evaluate data before you analyze it: apply the Total Data Quality framework to measure quality and design collection strategies that maximize it.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

The Total Data Quality Framework

52 ratings at Coursera

Evaluate data before analyzing it: apply the Total Data Quality framework's measurement and representation dimensions — validity, data origin, processing, access, source, missingness — to designed and gathered data.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Measurement – Turning Concepts into Data

82 ratings at Coursera

Build and evaluate quantitative measures for abstract concepts: levels of measurement, conceptualization and operationalization, survey sampling and design, and judging reliability, validity and measurement error.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Design Strategies for Maximizing Total Data Quality

Apply design strategies that maximize data quality: strengthen validity, data origin, processing, access and source quality, minimize missingness, and assess analysis quality for designed and gathered data.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course

Professional Skills: Information Gathering and Vetting

Gather and vet information with a hypothesis-driven approach: distinguish testable questions, collect and interpret data, and turn findings into persuasive stories that inform decisions.

• Coursera
• 4 weeks, 1 hour a week
• Self-Paced
• Paid Course

University of Michigan;  University of Maryland Career Certificate

Survey Data Collection and Analytics

1462 ratings at Coursera

Learn survey methodology end to end: questionnaire design, online, telephone and face-to-face data collection, sampling people and records, handling missing values, and analyzing complex survey data.

• Coursera
• 12 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 6 courses

Learn to build a monitoring and evaluation plan for a project, from defining indicators and targets to choosing data collection methods and assigning responsibilities.

• Independent
• 6 weeks, 1-2 hours a week
• Self-Paced
• Free Certificate

OSACon

A Guide to Responsible Data Collection in Open Source

1 rating

Learn practical considerations for tracking open-source software usage, from community expectations to privacy and governance.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Confreaks

Typo Positive: When Data Collection Doesn't Get You What You Need

Explore alternative ways to collect business data when GPS tracking, manual arrival times, or handwritten records fail to provide reliable information.

• YouTube
• 39 minutes
• Self-Paced
• Free Video