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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

    Codio

    Java Basics: Selection and Iteration

    Skills you'll gain: Debugging, Java Programming, Java, Programming Principles, Computer Programming, Computational Logic, Computer Science, Data Storage

    4.5
    Rating, 4.5 out of 5 stars
    ·
    118 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master Machine Learning with TensorFlow: Basics to Advanced

    Skills you'll gain: Data Preprocessing, Tensorflow, Scikit Learn (Machine Learning Library), Machine Learning, Applied Machine Learning, Feature Engineering, Deep Learning, Machine Learning Algorithms, Matplotlib, Jupyter, Python Programming, Data Wrangling, Data Processing, NumPy, Data Cleansing, Model Training, Data Manipulation, Data Transformation, Artificial Neural Networks, Seaborn

    Mixed · Course · 1 - 3 Months

  • D

    Dartmouth College

    Practical Machine Learning: Foundations to Neural Networks

    Skills you'll gain: Supervised Learning, Bayesian Network, Logistic Regression, Artificial Neural Networks, Machine Learning Methods, Statistical Modeling, Predictive Modeling, Model Evaluation, Convolutional Neural Networks, Statistical Machine Learning, Probability & Statistics, Bayesian Statistics, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Statistical Methods, Artificial Intelligence, Regression Analysis, Statistical Inference

    Build toward a degree

    Intermediate · Specialization · 3 - 6 Months

  • S

    Starweaver

    Value Investing Strategies

    Skills you'll gain: Portfolio Management, Business Valuation, Investment Management, Portfolio Risk, Investments, Equities, Financial Analysis, Return On Investment, Balance Sheet, Financial Statement Analysis, Risk Analysis, Market Data, Depreciation, Relationship Management, Analysis, Corporate Finance, Cash Flows

    4.3
    Rating, 4.3 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Davis

    Digital Technology and Social Change

    Skills you'll gain: Digital Transformation, Innovation, Responsible AI, Digital Communications, Machine Learning, AI Personalization, digital literacy, Digital Analysis, Blockchain, Process Development, Data Ethics, Emerging Technologies, AI literacy, FinTech, Social Impact, Technology Strategies, Data Storage, Artificial Intelligence, Media and Communications, Generative AI

    4.6
    Rating, 4.6 out of 5 stars
    ·
    41 reviews

    Beginner · Specialization · 3 - 6 Months

  • S

    Skillshare

    Adobe Lightroom Essentials

    Skills you'll gain: Photo Editing, Video Editing, Adobe Photoshop, Photography, Post-Production, Adobe Creative Cloud, Color Theory, Image Quality, AI powered creativity, File Management, Photo/Video Production and Technology, Data Sharing, Information Management, Editing, Data Import/Export, Cloud Storage

    4.5
    Rating, 4.5 out of 5 stars
    ·
    11 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Evaluate and Apply Ethical AI Models

    Skills you'll gain: Large Language Modeling

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Cisco CCNP Enterprise ENCOR (350-401)

    Skills you'll gain: Virtual Networking, Open Shortest Path First (OSPF), Computer Networking, Network Engineering, Network Planning And Design, TCP/IP, General Networking, OSI Models, Wireless Networks, Network Routing, Virtualization and Virtual Machines, Security Controls, Network Switches, Event Monitoring, Local Area Networks, Cloud Infrastructure, Puppet (Configuration Management Tool), IT Automation, Chef (Configuration Management Tool), Real Time Data

    4.7
    Rating, 4.7 out of 5 stars
    ·
    29 reviews

    Intermediate · Specialization · 1 - 3 Months

  • E

    EDUCBA

    Regression & Logistic Models in Excel & Minitab

    Skills you'll gain: Data-Driven Decision-Making, Regression Analysis, Logistic Regression, Scatter Plots, Data Analysis, Predictive Analytics, Predictive Modeling, Minitab, Statistical Modeling, Statistical Software, Statistical Hypothesis Testing, Correlation Analysis, Microsoft Excel, Model Evaluation, Data Validation, Consumer Behaviour

    Mixed · Course · 1 - 4 Weeks

  • K

    KodeKloud

    Ansible for the Absolute Beginners

    Skills you'll gain: Ansible, Configuration Management, Code Reusability

    4.2
    Rating, 4.2 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • F

    Fundação Instituto de Administração

    Introdução aos Negócios

    Skills you'll gain: Stakeholder Management, Corporate Sustainability, Stakeholder Engagement, Innovation, Business Strategy, Stakeholder Analysis, Business Management, Business Ethics, Design Thinking, Finance, People Management, Business Modeling, Corporate Finance, Social Impact, Diversity Programs, Entrepreneurship, Creativity, Diversity and Inclusion, Sustainable Business, Internet Of Things

    4.8
    Rating, 4.8 out of 5 stars
    ·
    69 reviews

    Beginner · Specialization · 3 - 6 Months

  • I

    Infosec

    Privacy Fundamentals

    Skills you'll gain: Medical Privacy, Information Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Governance, Security Management, Computer Security Incident Management, Personally Identifiable Information, Continuous Monitoring, Law, Regulation, and Compliance, Data Security, Information Assurance, Document Management, Security Controls, Threat Management, Health Information Management, Security Strategy, General Data Protection Regulation (GDPR), Data Management, Cyber Governance, Incident Response

    4.7
    Rating, 4.7 out of 5 stars
    ·
    42 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Java Basics: Selection and Iteration: Codio
  • Master Machine Learning with TensorFlow: Basics to Advanced: EDUCBA
  • Practical Machine Learning: Foundations to Neural Networks: Dartmouth College
  • Value Investing Strategies : Starweaver
  • Digital Technology and Social Change: University of California, Davis
  • Adobe Lightroom Essentials: Skillshare
  • Evaluate and Apply Ethical AI Models: Coursera
  • Cisco CCNP Enterprise ENCOR (350-401): Packt
  • Regression & Logistic Models in Excel & Minitab: EDUCBA
  • Ansible for the Absolute Beginners: KodeKloud

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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