Top Data Collection Courses - Learn Data Collection Online

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Data Collection

Data Collection Courses

Data collection courses can help you learn survey design, sampling techniques, data cleaning, and statistical analysis. You can build skills in qualitative and quantitative research methods, data visualization, and ethical considerations in data handling. Many courses introduce tools like Excel for data manipulation, R for statistical analysis, and software like Qualtrics for survey creation, showing how these skills are applied in real-world research settings.

Popular Data Collection Courses and Certifications

Status: Free Trial
University of Maryland, College Park
Combining and Analyzing Complex Data
Skills you'll gain: Statistical Analysis, Data Analysis Software, STATA (Software), Data Integration, Data Ethics, Stata, R Programming, Sampling (Statistics), Statistical Modeling, Descriptive Statistics, Regression Analysis, Logistic Regression, Informed Consent
4.2
Rating, 4.2 out of 5 stars
69 reviews
Mixed · Course · 1 - 4 Weeks
Google Cloud
Analyzing Billing Data with BigQuery
Skills you'll gain: Big Data, Data Import/Export, Data Analysis, Analytics, Google Cloud Platform, Query Languages, Cloud Computing
Beginner · Project · Less Than 2 Hours
Status: Free
Coursera
Data Preparation with Alteryx: Automating Analytics
Skills you'll gain: Data Cleansing, Data Transformation, Alteryx, Data Manipulation, Data Import/Export, Data Preprocessing, Workflow Management, Data Literacy, Project Schedules, Data Visualization, Scheduling, Data Analysis Expressions (DAX), Automation, Exploratory Data Analysis
4.1
Rating, 4.1 out of 5 stars
7 reviews
Intermediate · Guided Project · Less Than 2 Hours
Google Cloud
Creating a Data Transformation Pipeline with Cloud Dataprep
Skills you'll gain: Data Manipulation, Data Pipelines, Data Transformation, Data Quality, Data Cleansing, Data Preprocessing, Data Import/Export, Extract, Transform, Load, Exploratory Data Analysis, Big Data, Google Analytics
Intermediate · Project · Less Than 2 Hours
Status: Free Trial
Microsoft
Data Preparation and Management
Skills you'll gain: Extract, Transform, Load, Data Cleansing, Power BI, Data Transformation, Data Manipulation, Data Management, Data Quality, Data Preprocessing, Data Validation, Data Integration, Data Modeling, Data Import/Export, Data Storage
5
Rating, 5 out of 5 stars
21 reviews
Beginner · Course · 1 - 4 Weeks
Coursera
Using Google Forms to Analyze User Research Data
Skills you'll gain: User Research, User Feedback, Project Scoping, Data Presentation, Analysis, Data Analysis, Mobile Banking, Data Collection
4.7
Rating, 4.7 out of 5 stars
269 reviews
Beginner · Guided Project · Less Than 2 Hours
Google Cloud
Exploring Dataset Metadata Between Projects with Data Catalog
Skills you'll gain: Data Management, Cloud Computing, Data Lakes, Metadata Management, Google Cloud Platform, Big Data, Personally Identifiable Information
Beginner · Project · Less Than 2 Hours
Status: Free Trial
Johns Hopkins University
Importing Data in the Tidyverse
Skills you'll gain: Data Import/Export, Web Scraping, Tidyverse (R Package), Data Integration, Data Manipulation, Data Transformation, Relational Databases, Google Sheets, Unstructured Data, R Programming, Extensible Markup Language (XML), Spreadsheet Software, Databases, SQL, Application Programming Interface (API)
4.7
Rating, 4.7 out of 5 stars
51 reviews
Beginner · Course · 1 - 3 Months
Google Cloud
Examining BigQuery Billing Data in Google Sheets
Skills you'll gain: Google Sheets, Data Sharing, Google Cloud Platform, Spreadsheet Software, Big Data, Data Import/Export, Data Analysis, Real Time Data, Cloud Computing
Beginner · Project · Less Than 2 Hours
Google Cloud
Data Loss Prevention: Qwik Start - JSON
Skills you'll gain: Data Loss Prevention, Personally Identifiable Information, Information Privacy, JSON, Data Security, Cloud API, Google Cloud Platform, Data Cleansing, Cloud Storage
Beginner · Project · Less Than 2 Hours
Status: Free Trial
University of Colorado Boulder
Data Wrangling with Python Project
Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Data Integration, Data Collection, Data Preprocessing, Data Validation, Data Cleansing, Data Quality, Data Analysis, Data Manipulation, Data Transformation, Data Pipelines, Pivot Tables And Charts, Statistical Visualization, Data Visualization, Statistical Analysis, Descriptive Statistics, Data Mining, Dimensionality Reduction
Intermediate · Course · 1 - 3 Months
Coursera
Conducting Exploratory Data Analysis
Skills you'll gain: Matplotlib, Seaborn, Exploratory Data Analysis, Data Visualization, Pandas (Python Package), Plot (Graphics), Statistical Visualization, Data Visualization Software, Scatter Plots, Data Analysis, Box Plots, Python Programming
Intermediate · Guided Project · Less Than 2 Hours

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In summary, here are 10 of our most popular data collection courses

Combining and Analyzing Complex Data: University of Maryland, College Park
Analyzing Billing Data with BigQuery: Google Cloud
Data Preparation with Alteryx: Automating Analytics: Coursera
Creating a Data Transformation Pipeline with Cloud Dataprep: Google Cloud
Data Preparation and Management: Microsoft
Using Google Forms to Analyze User Research Data: Coursera
Exploring Dataset Metadata Between Projects with Data Catalog: Google Cloud
Importing Data in the Tidyverse: Johns Hopkins University
Examining BigQuery Billing Data in Google Sheets: Google Cloud
Data Loss Prevention: Qwik Start - JSON: Google Cloud