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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


  • R

    Rutgers the State University of New Jersey

    Supply Chain Analytics

    Skills you'll gain: Competitive Analysis, Supply Chain, Supply Chain Systems, Market Opportunities, Supply Chain Management, Market Share, Benchmarking, Transportation, Supply Chain, and Logistics, Customer Analysis, Supply Chain Planning, Customer experience improvement, Customer experience strategy (CX), Inventory and Warehousing, Analytics, Financial Analysis, Inventory Management System, Inventory Control, Financial Data, Data Analysis, Cost Estimation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    827 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Display Advertising Strategy & Campaign Optimization

    Skills you'll gain: Advertising Campaigns, Campaign Management, Contextual Advertising, Data-Driven Marketing, Google Ads, Online Advertising, Digital Advertising, Campaign Planning, Media Planning, Advertising, Target Audience, Marketing Strategies, Brand Awareness

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    AI & Machine Learning: Apply, Build & Solve

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Artificial Intelligence, Agentic systems, Machine Learning Algorithms, Bayesian Network, Applied Machine Learning, Computational Logic, Machine Learning, Unsupervised Learning, Agentic Workflows, Bayesian Statistics, Artificial Neural Networks, Reinforcement Learning, Decision Intelligence, Markov Model, Algorithms, Programming Principles, Probability & Statistics

    5
    Rating, 5 out of 5 stars
    ·
    10 reviews

    Mixed · Course · 1 - 3 Months

  • I

    IBM

    Developing Front-End Apps with React

    Skills you'll gain: Front-End Web Development, React Redux, React.js, JavaScript Frameworks, Full-Stack Web Development, Web Applications, User Interface (UI), Web Development, UI Components, Code Reusability, Javascript, Event-Driven Programming, Application Programming Interface (API), Dataflow

    4.4
    Rating, 4.4 out of 5 stars
    ·
    773 reviews

    Intermediate · Course · 1 - 4 Weeks

  • T

    The University of Chicago

    Machine Learning: Concepts and Applications

    Skills you'll gain: Keras (Neural Network Library), Machine Learning Methods, Unsupervised Learning, Machine Learning Algorithms, Deep Learning, Machine Learning, Statistical Machine Learning, Machine Learning Software, Decision Tree Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Classification Algorithms, Supervised Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML), Random Forest Algorithm, Model Training, Dimensionality Reduction, Model Evaluation, Data Preprocessing

    3.9
    Rating, 3.9 out of 5 stars
    ·
    25 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    Edureka

    CrewAI Flows and Monitoring

    Skills you'll gain: AI Workflows, CrewAI, AI Orchestration, Agentic Workflows, Generative AI Agents, AI Integrations, Workflow Management, Agentic systems, LLM Application, System Monitoring, Scalability, Human Centered Design, Event-Driven Programming, Human Factors, Build Tools, Model Evaluation, Data Validation, Python Programming, Debugging

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Teradata プロフェッショナルのための BigQuery 基礎

    Skills you'll gain: Teradata SQL, Data Warehousing, Extract, Transform, Load, Database Management, Data Import/Export, Google Cloud Platform, Data Access, Data Integration, SQL, Identity and Access Management, Query Languages, Data Modeling, Data Mapping, Database Design, Role-Based Access Control (RBAC), Database Architecture and Administration, Data Migration, Real Time Data

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Concepts, Strategies, and Analytics in Performance Marketing and Digital Advertising

    Skills you'll gain: Google Ads, Digital Advertising, Online Advertising, Advertising, Contextual Advertising, Pay Per Click Advertising, Advertising Campaigns, Paid media, Social Media, Search Engine Marketing, Performance marketing, Marketing, Keyword Research, Search Engine Optimization, Social Media Marketing, Digital Marketing, Social Media Strategy, Social Media Campaigns, Media Buying, Data Ethics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    832 reviews

    Beginner · Specialization · 3 - 6 Months

  • A

    AI CERTs

    Prompt Engineering Mastery

    Skills you'll gain: Prompt Engineering Tools, Prompt Patterns, Vibe coding, Data Ethics, AI Workflows, Generative AI Agents, AI Personalization, Artificial Intelligence, Debugging, Ideation, Problem Solving, Automation, Code Review, Ethical Standards And Conduct, Computer Programming Tools, Productivity

    Beginner · Course · 1 - 3 Months

  • U

    University of Pennsylvania

    Financial Acumen for Non-Financial Managers

    Skills you'll gain: Financial Reporting, Financial Acumen, Financial Data, Financial Statement Analysis, Financial Statements, Financial Accounting, Income Statement, Financial Analysis, Business Reporting, Risk Analysis, Cash Flows, Predictive Analytics, Financial Forecasting, Balance Sheet, Performance Measurement, Business Metrics, Financial Management, Performance Metric, Financial Planning, Key Performance Indicators (KPIs)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    986 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google

    Automating Real-World Tasks with Python

    Skills you'll gain: Web Services, Email Automation, Scripting, Automation, Python Programming, Restful API, IT Automation, Application Programming Interface (API), JSON, System Monitoring

    4.8
    Rating, 4.8 out of 5 stars
    ·
    3K reviews

    Beginner · Course · 1 - 3 Months

  • T

    Total Seminars

    Core Hardware — System Components & Storage

    Beginner · Course · 1 - 3 Months

1…280281282…834

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

  • Supply Chain Analytics: Rutgers the State University of New Jersey
  • Display Advertising Strategy & Campaign Optimization: EDUCBA
  • AI & Machine Learning: Apply, Build & Solve: EDUCBA
  • Developing Front-End Apps with React: IBM
  • Machine Learning: Concepts and Applications: The University of Chicago
  • CrewAI Flows and Monitoring: Edureka
  • Teradata プロフェッショナルのための BigQuery 基礎: Google Cloud
  • Concepts, Strategies, and Analytics in Performance Marketing and Digital Advertising: University of Colorado Boulder
  • Prompt Engineering Mastery: AI CERTs
  • Financial Acumen for Non-Financial Managers: University of Pennsylvania

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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