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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


  • C

    Coursera

    Utilize Survey Monkey as an Evaluation Tool

    Skills you'll gain: Employee Surveys, Analysis, User Feedback, Employee Training, Events and Conferences, Program Evaluation, Driving engagement, User Accounts

    4.6 stars, 10 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (10) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • C

    Corporate Finance Institute

    Getting Started with Python

    Skills you'll gain: Data Structures, Data Wrangling, Data Transformation, Analytical Skills, Data Manipulation, Data Processing, Data Storage, Computational Thinking, Data Analysis, Analysis, Analytics, Jupyter, Programming Principles, Python Programming, Scripting, Code Reusability, Computational Logic, Development Environment, Software Installation, Package and Software Management

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    AZ-500: Microsoft Azure Security Technologies

    Skills you'll gain: Vulnerability Scanning, Distributed Denial-Of-Service (DDoS) Attacks, Microsoft Azure, Cloud Security, Virtual Private Networks (VPN), Network Security, Vulnerability Assessments, Continuous Monitoring, Event Monitoring, Data Security, Key Management, Kubernetes, Cloud Management, Security Controls, User Provisioning, Hardening, Database Architecture and Administration, Remote Access Systems, User Accounts, Authorization (Computing)

    Advanced · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Continuous Delivery with Jenkins in Kubernetes Engine

    Skills you'll gain: Continuous Delivery, Jenkins, Continuous Deployment, CI/CD, Kubernetes, Cloud Deployment, Continuous Integration, Application Deployment, Google Cloud Platform, Devops Tools, Build Tools

    3.2 stars, 6 reviews, Intermediate, Project, Less Than 2 Hours

    ★ 3.2 (6) · Intermediate · Project · Less Than 2 Hours

  • S

    Skillshare

    Shopify eCommerce Ads Masterclass: Campaign Management

    Skills you'll gain: Meta Ads Manager, Data-Driven Marketing, Campaign Planning, Performance marketing, Marketing Analytics, Web Analytics, Google Analytics, Conversion Funnel Analysis

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    RFIs: Distinguish, Apply, and Win

    Skills you'll gain: Procurement, Strategic Sourcing, Supplier Relationship Management, Purchasing, Bidding, Standard Operating Procedure, Record Keeping, Business Writing, Strategic Decision-Making, Decision Making, Data Compilation, File Management

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Predictive Analytics Project Ideation

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Business Analytics, Customer Analysis, Project Design, Advanced Analytics, Machine Learning Methods, Applied Machine Learning, Business Analysis, Solution Design, Sprint Planning, Machine Learning, Brainstorming, Trend Analysis, Design Thinking, Analysis, Ideation, Deep Learning, Model Evaluation

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Dataprep: Qwik Start

    Skills you'll gain: Data Cleansing, Exploratory Data Analysis, Data Wrangling, Data Preprocessing, Data Manipulation, Data Quality, Data Analysis, Google Cloud Platform, Data Management

    Beginner · Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Reasoning Under Uncertainty

    Skills you'll gain: Bayesian Network, Bayesian Statistics, Markov Model, Probability, Decision Intelligence, Reinforcement Learning, Machine Learning Methods, Artificial Intelligence, Statistical Inference, Statistical Modeling, Network Model, Forecasting, Probability & Statistics, Dependency Analysis, Statistical Methods, Agentic systems, Applied Machine Learning, Probability Distribution, Time Series Analysis and Forecasting, Sampling (Statistics)

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Interweaving Tables, References, and Links in Excel

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Data Integration, Excel Formulas, Data Import/Export

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Salesforce Certified AI Specialist Certification

    Skills you'll gain: AI Workflows, Salesforce, Prompt Engineering Tools, AI Security, Responsible AI, Salesforce Development, Agentic Workflows, Data Ethics, Generative AI Agents, AI Integrations, Customer Relationship Management (CRM) Software, Customer Relationship Management, Generative AI, Data Loss Prevention, Predictive Modeling, Model Training, Data Security, Large Language Modeling

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Reconciliation, Billing, and Collections Optimization

    Skills you'll gain: Balancing (Ledger/Billing), Billing & Invoicing, Accounts Payable, Accounting Software, Ledgers (Accounting), Reconciliation, Billing, Accounts Payable and Receivable, Payment Processing and Collection, Billing Systems, Accounting and Finance Software, Billing Inquiries, Accounting Records, Audit Working Papers, QuickBooks (Accounting Software), Accounts Receivable, Bookkeeping, Invoicing, Financial Accounting, Process Optimization

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data collection courses

  • Utilize Survey Monkey as an Evaluation Tool: Coursera
  • Getting Started with Python: Corporate Finance Institute
  • AZ-500: Microsoft Azure Security Technologies: Packt
  • Continuous Delivery with Jenkins in Kubernetes Engine: Google Cloud
  • Shopify eCommerce Ads Masterclass: Campaign Management: Skillshare
  • RFIs: Distinguish, Apply, and Win: Coursera
  • Predictive Analytics Project Ideation: University of Minnesota
  • Dataprep: Qwik Start: Google Cloud
  • Reasoning Under Uncertainty: University of Colorado Boulder
  • Interweaving Tables, References, and Links in Excel: Coursera

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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