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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


  • Status: New
    New
    Status: Free Trial
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    Coursera

    Run Inference & Hypothesis Tests

    Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Sample Size Determination, Statistical Analysis, Statistical Reporting, Statistics, Data Analysis, Statistical Methods, A/B Testing, Statistical Software, Estimation, Data-Driven Decision-Making, Conversion Funnel Analysis, Business Analysis, Stakeholder Communications, Decision Making

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    K

    KodeKloud

    AWS Cloud Practitioner (CLF-C02)

    Skills you'll gain: Cloud Computing, Cloud Solutions, Cloud Engineering, Amazon CloudWatch, Cloud Computing Architecture, Identity and Access Management, Data Migration

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Real-world End to End Machine Learning Ops on Google Cloud

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Generative AI, Model Deployment, LLM Application, Cloud Management, Model Training, Cloud Computing, CI/CD, Model Optimization, Cloud Deployment, Model Evaluation, Apache Airflow, AI Workflows, Continuous Integration

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    Sciences Po

    Données et Gouvernance Urbaine

    Skills you'll gain: Data Governance, Social Sciences, Digital Transformation, Economics, Policy, and Social Studies, Governance, Data Ethics, Data Sharing, digital literacy, Data-Driven Decision-Making, Big Data, Political Sciences, Personally Identifiable Information, Economics, Information Privacy, Policy Analysis, Law, Regulation, and Compliance, Algorithms, Responsible AI

    4.8
    Rating, 4.8 out of 5 stars
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    33 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    Coursera

    Building Reliable LLM Systems

    Skills you'll gain: LLM Application, Model Evaluation, Large Language Modeling, Retrieval-Augmented Generation, Vector Databases, MLOps (Machine Learning Operations), Performance Tuning, Debugging, Performance Testing, Statistical Methods, Query Languages, SQL, Statistical Hypothesis Testing, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making, Python Programming

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Duke University

    Climate Change Leadership for Community Resilience

    Skills you'll gain: Community Organizing, Climate Change Programs, Community Development, Climate Change Adaptation, Social Sciences, Ethical Standards And Conduct, Community and Social Work, Community Outreach, Leadership, Social Impact, Sustainable Development, Environmental Policy, Sustainable Systems, Collaboration, Governance, Professional Development, Innovation, Environmental Science, Personal Development, Data Collection

    4.9
    Rating, 4.9 out of 5 stars
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    31 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Automatic Data Processing, Inc. (ADP)

    Becoming a Strengths Based Leader: Leading Standout® Teams

    Skills you'll gain: Storytelling, Recognizing Others, Team Building, Trustworthiness, Team Performance Management, Team Management, Teamwork, Collaboration, Team Collaboration, Team Leadership, Visionary, People Development, Leadership Development, Peer Review, Team Motivation, Employee Engagement, Leadership, Performance Management, Communication, Productivity

    4.5
    Rating, 4.5 out of 5 stars
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    34 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University at Buffalo

    Capstone - Managing Board Change for Higher Levels of Leadership and Governance Effectiveness

    Skills you'll gain: Peer Review, Governance, Consulting, Leadership and Management, Leadership Studies, Philanthropy, Report Writing, Organizational Leadership, Leadership, Performance Analysis, Management Consulting, Organizational Change, Change Management, Organizational Effectiveness, Management Reporting, Analysis, Performance Measurement, Performance Review, Data Collection, Surveys

    4.4
    Rating, 4.4 out of 5 stars
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    14 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free
    Free
    C

    Coursera

    Create a Targeted Ad With Facebook Audience Insights

    Skills you'll gain: Target Audience, Facebook, Target Market, Advertising Campaigns, Advertising Sales, Advertising, Online Advertising, Marketing, Social Media, Customer Data Management, Digital Marketing

    4.4
    Rating, 4.4 out of 5 stars
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    59 reviews

    Advanced · Guided Project · Less Than 2 Hours

  • Status: Preview
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    Simplilearn

    Affiliate Marketing Course

    Skills you'll gain: Email Marketing, Performance marketing, Product Promotion, Content Marketing, Online Advertising, Data-Driven Marketing, Social Media, Web Analytics, Blogs, Marketing Analytics, Professional Networking, Market Opportunities

    4
    Rating, 4 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Board Infinity

    Industry 4.0 and its impact on Manufacturing Sector

    Skills you'll gain: Manufacturing and Production, Manufacturing Processes, Industrial Engineering, Workforce Development, Production Management, Automation, Socioeconomics, Sustainable Technologies, Internet Of Things, Emerging Technologies, Workforce Planning, Robotics, Digital Transformation, Sustainable Business, Human Machine Interfaces, Artificial Intelligence, Blockchain

    4.8
    Rating, 4.8 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Optimizing and Deploying LLM Systems

    Skills you'll gain: LangChain, LLM Application, Prompt Patterns, Prompt Engineering, Model Deployment, Large Language Modeling, Token Optimization, Application Programming Interface (API), Application Deployment, Retrieval-Augmented Generation, LangGraph, OpenAI, Containerization, Continuous Deployment, Postman API Platform, Artificial Intelligence, Continuous Integration, Amazon Web Services, Authentications, Performance Analysis

    Advanced · Course · 1 - 4 Weeks

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

  • Run Inference & Hypothesis Tests: Coursera
  • AWS Cloud Practitioner (CLF-C02): KodeKloud
  • Real-world End to End Machine Learning Ops on Google Cloud: Packt
  • Données et Gouvernance Urbaine: Sciences Po
  • Building Reliable LLM Systems: Coursera
  • Climate Change Leadership for Community Resilience: Duke University
  • Becoming a Strengths Based Leader: Leading Standout® Teams: Automatic Data Processing, Inc. (ADP)
  • Capstone - Managing Board Change for Higher Levels of Leadership and Governance Effectiveness : University at Buffalo
  • Create a Targeted Ad With Facebook Audience Insights: Coursera
  • Affiliate Marketing Course: Simplilearn

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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