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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

    Foundations of Drupal for Technical Teams

    Skills you'll gain: Drupal, Content Management Systems, Scalability, Workflow Management, Salesforce, Information Architecture, Salesforce Development, Enterprise Application Management, Marketing Automation, Data Architecture, Content Development and Management, Content Management, User Accounts, Role-Based Access Control (RBAC), Data Integration, Governance, Vocabulary

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Create an infographic with Infogram

    Skills you'll gain: Data Storytelling, Infographics, Data Visualization, Visual Storytelling, Storytelling, Diagram Design, Data Analysis, Graphic and Visual Design

    ★ 4.9 (9) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Illinois at Urbana-Champaign

    CPA Pathways Graduate Certificate

    Skills you'll gain: Business Strategy, Data Visualization, Data Storytelling, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Project Closure, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Data Governance, Financial Auditing, Generative AI, Supply And Demand

    Graduate Certificate · 6 - 12 Months

  • A

    American Psychological Association

    Methods for Quantitative Research in Psychology

    Skills you'll gain: Quantitative Research, Scientific Methods, Research Design, Science and Research, Research Methodologies, Research, Research and Design, Data Collection, Social Sciences, Peer Review, Experimentation, Data Analysis, Psychology

    ★ 4.8 (189) · Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    AI Infrastructure : techniques de mise en réseau

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, AI Workflows, Generative AI, Data Import/Export, Data Migration, General Networking, Network Model, Network Architecture, Data Pipelines, Network Infrastructure, Hybrid Cloud Computing, Distributed Computing, Network Performance Management, Identity and Access Management

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Company Financial Analysis for Investment Decisions

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Income Statement, Business Valuation, Balance Sheet, Profit and Loss (P&L) Management, Financial Modeling, Financial Data, Working Capital, Equities, Operational Efficiency, Tax Management, Cash Flows, Corporate Finance, Finance, Tax, Investments, Peer Review

    Mixed · Course · 1 - 4 Weeks

  • D

    Digital Marketing Institute

    Social Media Marketing in Practice

    Skills you'll gain: Content Scheduling, Meta Ads Manager, Social Media Marketing, Social Media, Social Media Content, Social Media Strategy, Social Media Management, Digital Media Strategy, Facebook, Content Marketing, Instagram, Social Media Analytics, LinkedIn, Digital Marketing, Marketing, Content Performance Analysis, Digital Marketing Campaigns, Campaign Management, Social Media Campaigns, Target Audience

    ★ 4.5 (638) · Beginner · Specialization · 3 - 6 Months

  • T

    Total Seminars

    Core Hardware — System Components & Storage

    Skills you'll gain: Hardware Troubleshooting, Computer Hardware, Data Storage Technologies, Data Storage, Encryption, System Configuration, Electronic Hardware, Hardware Architecture, Cloud Storage, Desktop Support, Power Electronics, IT Infrastructure, USB, Help Desk Support, Performance Tuning, Memory Management, IT Security Architecture, IT Management

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Reasoning Under Uncertainty

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

    Intermediate · Course · 1 - 3 Months

  • S

    SkillsBooster Academy

    Mastering Google Antigravity: From Setup to Real Projects

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, AI Workflows, Vibe coding, Generative AI Agents, Software Development Tools, Artificial Intelligence, Generative AI, AI Personalization, Google Workspace, Code Review, Software Development, Responsible AI, Application Deployment, Design Software, Front-End Web Development, Software Engineering, React.js, Web Development, Javascript

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Building Statistical Models in R: Linear Regression

    Skills you'll gain: Exploratory Data Analysis, Statistical Modeling, Regression Analysis, Data Visualization, Model Evaluation, Data Analysis, Statistical Methods, Scatter Plots, Statistical Software, R Programming, Statistical Analysis, Plot (Graphics), R (Software), Ggplot2, Statistical Programming

    ★ 4.7 (20) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Transformers Unleashed: Master the Architecture of Modern AI

    Skills you'll gain: Model Optimization, MLOps (Machine Learning Operations), Systems Architecture, Model Evaluation, Feature Engineering, AI Integrations, Image Analysis, Model Training, Model Deployment, Extract, Transform, Load, Systems Design, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Apache Spark, Natural Language Processing, Pandas (Python Package), Cloud Deployment, Machine Learning, Computer Vision, Computational Thinking

    Intermediate · Professional Certificate · 3 - 6 Months

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

  • Foundations of Drupal for Technical Teams: Coursera
  • Create an infographic with Infogram : Coursera
  • CPA Pathways Graduate Certificate: University of Illinois at Urbana-Champaign
  • Methods for Quantitative Research in Psychology: American Psychological Association
  • AI Infrastructure : techniques de mise en réseau: Google Cloud
  • Company Financial Analysis for Investment Decisions: EDUCBA
  • Social Media Marketing in Practice: Digital Marketing Institute
  • Core Hardware — System Components & Storage : Total Seminars
  • Reasoning Under Uncertainty: University of Colorado Boulder
  • Mastering Google Antigravity: From Setup to Real Projects: SkillsBooster Academy

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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