Data Collection Courses and Certifications

Data Collection Methods Course

4 ratings at Graduate School USA

Master systematic data collection through observation, interviews, and questionnaires to gather accurate, reliable information for research and decision-making purposes.

• Graduate School USA
• On-Demand
• $1,549.00

Getting and Cleaning Data

58 reviews

Learn to obtain, clean, and organize data from various sources, including web APIs and databases. Develop skills in data tidying, processing, and sharing for efficient analysis.

• Coursera
• 20 hours
• On-Demand
• Paid Course

Microcredential

Introduction to Fundamental Skills for Data Work: Data Collection

Master foundational data collection skills using Python, cloud services, and quality management techniques to build reliable, scalable pipelines from diverse sources.

• LinkedIn Learning
• On-Demand
• Free Trial Available

Customer Analytics

18 reviews

Explore key areas of customer analytics: descriptive, predictive, and prescriptive. Learn to collect data, interpret patterns, make predictions, and optimize decisions for effective data-driven marketing strategies.

• Coursera
• 14 hours 18 minutes
• On-Demand
• Paid Course

Prodramp

How You Can Build Your Own Worldwide Wildfire Data Collection and Host on Kaggle

Learn to collect, process, and visualize global wildfire data using NASA sources, data engineering techniques, and tools like Kepler.gl, mapboxgl, and Streamlit for insightful analysis and presentation.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Dot Physics

Using Vernier's Graphical Analysis with Go Direct Sensor Cart - Data Collection and Collision Demonstration

Explore data collection using Graphical Analysis and Vernier Sensor cart with fan. Learn collection options, demonstration techniques, and analyze collisions in physics experiments.

• YouTube
• 15 minutes
• On-Demand
• Free Video

OSACon

A Guide to Responsible Data Collection in Open Source

Discover best practices for ethical usage data collection in open source projects, covering community engagement, privacy, compliance, and governance principles.

• YouTube
• 24 minutes
• On-Demand
• Free Video

physicsteachers

Inspiring Students to Think Like Physicists with Hands-On Data Collection and Real-World Modeling

Discover hands-on data collection and real-world modeling techniques to inspire students to develop authentic physicist thinking patterns and problem-solving approaches.

• YouTube
• 1 hour
• On-Demand
• Free Video

NPTEL-NOC IITM

Ethics of Data Collection

Explore ethical principles and best practices for responsible data collection, addressing privacy concerns, consent, and moral obligations in data gathering processes.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Confreaks

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

Explore alternative data collection methods to improve quality and mitigate cascading effects of errors in various business scenarios.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Eclipse Foundation

Data Collection and IoT for Vehicles in Practice - Using OSGi and Realtime Java

Discover how OSGi technology and realtime Java VM create robust IoT data collection systems for vehicles, featuring proven architecture insights from 10+ million car implementations.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Audit Evidence and Documentation Course

13 ratings at Graduate School USA

Discover how to collect, evaluate, and document audit evidence meeting Yellow Book standards while strengthening your ability to support findings and communicate results with clarity.

• Graduate School USA
• On-Demand
• $1,049.00

Gather and Trust the Right Data

Master data acquisition, experiment design, metric selection, and quality assessment to make trustworthy business decisions through targeted searches and A/B testing.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Introduction to Program Evaluation Course

Master program evaluation fundamentals: data collection, analysis, design methods, and cost-benefit analysis to assess program effectiveness and impact.

• Graduate School USA
• On-Demand
• $1,629.00

Data Collection and Processing with Python

4042 ratings at Coursera

Learn to fetch and process complex nested data from Internet services using Python, including list comprehensions, requests module, and REST APIs. Build a Flickr tag recommender.

• Coursera
• 20 hours 55 minutes
• On-Demand
• Paid Course