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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: Free Trial
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    EDUCBA

    Hadoop Projects: Apply MapReduce, Pig & Hive

    Skills you'll gain: Apache Hadoop, Apache Hive, Big Data, Data Integration, Data Analysis, Analytics, Social Media Analytics, Data Processing, Query Languages, Data Transformation, Data Preprocessing, Scripting Languages, Scripting

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    V

    Vanderbilt University

    Capstone MOOC for "Android App Development"

    Skills you'll gain: Android Development, Software Testing, Mobile Development, Java, Development Testing, Unit Testing, Application Development, Integration Testing, Event-Driven Programming, User Interface (UI), Data Persistence

    4.4
    Rating, 4.4 out of 5 stars
    ·
    69 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Infosec

    OWASP Top 10 - 2021

    Skills you'll gain: Open Web Application Security Project (OWASP), Exploitation techniques, Authentications, Vulnerability Assessments, Application Security, Vulnerability Management, Event Monitoring, Security Controls, Data Integrity, Continuous Monitoring, Secure Coding, System Monitoring, Patch Management, Identity and Access Management, Multi-Factor Authentication, Authorization (Computing), Cryptography, Extensible Markup Language (XML), System Configuration, Incident Response

    4.5
    Rating, 4.5 out of 5 stars
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    126 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    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
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    13 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    Coursera

    Build & Evaluate NLP Transformer Pipelines

    Skills you'll gain: Token Optimization, Large Language Modeling, LLM Application, Generative Model Architectures, Applied Machine Learning, Performance Metric, Quality Assessment

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    W

    Workday

    Workday Financial Management for Business Users

    Skills you'll gain: People Analytics, Accounts Payable and Receivable, Accounts Payable, Workday (Software), Accounts Receivable, Accounting Software, Ledgers (Accounting), Accounting and Finance Software, Accounting Systems, Financial Data, Dashboard, General Ledger, Accounting, Data Import/Export, Workflow Management, Management Reporting, Business Reporting, Business Process, Financial Reporting, Finance

    4.6
    Rating, 4.6 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    P

    Pearson

    Certified Cloud Security Professional (CCSP)

    Skills you'll gain: Cloud Management, Cloud Security, Application Security, Open Web Application Security Project (OWASP), Cloud Computing, Cloud Infrastructure, Cloud Applications, Identity and Access Management, Data Integrity, Secure Coding, DevSecOps, Security Awareness, Cloud Computing Architecture, Data Centers, Data Management, IT Security Architecture, General Data Protection Regulation (GDPR), Security Engineering, Cyber Risk, Service Level

    4.6
    Rating, 4.6 out of 5 stars
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    14 reviews

    Advanced · Specialization · 1 - 3 Months

  • Status: Free Trial
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    AI Business School

    Introduction to AI for sales professionals

    Skills you'll gain: AI literacy, Generative AI, Generative AI Agents, Responsible AI, Sales Enablement, Sales Training, Risk Management, Sales, Artificial Intelligence, Agentic systems, Sales Strategy, Digital Transformation, Risk Mitigation, Innovation, Automation

    4.6
    Rating, 4.6 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Writing with Generative AI

    Skills you'll gain: Large Language Modeling, AI literacy, Generative AI, LLM Application, Writing, Data Ethics, Writing and Editing, Responsible AI, Artificial Intelligence, Model Evaluation, Machine Learning, Information Privacy

    3.7
    Rating, 3.7 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    Northeastern University

    Program Structure and Algorithms Part 2

    Skills you'll gain: Algorithms, Bayesian Statistics, Theoretical Computer Science, Network Model, Computational Thinking, Data Structures, Graph Theory, Network Analysis, Statistical Methods, Probability, Probability & Statistics

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    C

    Coursera

    Transform and Communicate AI Insights Visually

    Skills you'll gain: Data Storytelling, Data Transformation, Interactive Data Visualization, Pandas (Python Package), Concision, Conversion Funnel Analysis, Statistical Reporting

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Insight Selling

    Skills you'll gain: Consultative Approaches, Sales Training, Inside Sales, Market Opportunities, Selling Techniques, Closing (Sales), Regional Sales, General Sales Practices, Sales Enablement, Sales Management, Sales Operations, Business Development, Sales Prospecting, Personalized Campaigns, Active Listening, Drive Engagement, Negotiation, Proposal Development, Data Storytelling, Emotional Intelligence

    4.4
    Rating, 4.4 out of 5 stars
    ·
    55 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Hadoop Projects: Apply MapReduce, Pig & Hive: EDUCBA
  • Capstone MOOC for "Android App Development": Vanderbilt University
  • OWASP Top 10 - 2021: Infosec
  • Adobe Lightroom Essentials: Skillshare
  • Build & Evaluate NLP Transformer Pipelines: Coursera
  • Workday Financial Management for Business Users: Workday
  • Certified Cloud Security Professional (CCSP): Pearson
  • Introduction to AI for sales professionals: AI Business School
  • Writing with Generative AI: University of California, Davis
  • Program Structure and Algorithms Part 2: Northeastern University

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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