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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


  • I

    IBM

    Introduction to Business Analysis

    Skills you'll gain: Business Analysis Tools, Digital Transformation, Business Analysis, Requirements Elicitation, Gap Analysis, Analysis, Business Analytics, Business Requirements, Systems Analysis, Technology Strategies, Microsoft Excel, Process Modeling, Stakeholder Communications

    4.6
    Rating, 4.6 out of 5 stars
    ·
    448 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    AZ-104 Microsoft Azure Administrator Certification

    Skills you'll gain: Role-Based Access Control (RBAC), Microsoft Azure, Virtual Machines, Virtualization and Virtual Machines, Infrastructure as Code (IaC), Azure Active Directory, Azure DevOps, Load Balancing, Virtual Networking, Active Directory, Identity and Access Management, Group Policy, User Provisioning, Infrastructure As A Service (IaaS), Cloud Storage, Cloud Management, Data Storage, Virtual Private Networks (VPN), Microsoft Access, Administrative Support

    Intermediate · Course · 3 - 6 Months

  • M

    Microsoft

    Microsoft Power Platform Fundamentals

    Skills you'll gain: Microsoft Power Platform, Power BI, Microsoft Power Automate/Flow, Dashboard, Data Visualization, Process Design, Business Process Automation, Workflow Management, No-Code Development, Business Process, Generative AI Agents, Data Analysis, Data Modeling, Data Integration, Data Analysis Software, Application Design

    4.2
    Rating, 4.2 out of 5 stars
    ·
    161 reviews

    Beginner · Course · 1 - 3 Months

  • 2

    28DIGITAL

    Advanced Recommender Systems

    Skills you'll gain: AI Personalization, Applied Machine Learning, Dimensionality Reduction, Machine Learning Methods, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Feature Engineering, Model Optimization, Model Training, Machine Learning, Model Evaluation, Algorithms, Context Management

    3.8
    Rating, 3.8 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Social Media and Brand Engagement

    Skills you'll gain: Content Scheduling, Social Media Management, Brand Awareness, Social Media Content, Social Media Marketing, Social Media Strategy, Social Media Campaigns, Brand Management, Brand Marketing, Brand Strategy, Marketing Effectiveness, Content Marketing, Digital Advertising, Email Marketing, Digital Marketing, Search Engine Optimization, Google Analytics, Communication, AI Enablement, Generative AI

    Intermediate · Course · 1 - 3 Months

  • U

    University of California, Irvine

    Interviewing, Negotiating a Job Offer, and Career Planning

    Skills you'll gain: Smart Goals, Goal Setting, Interviewing Skills, Negotiation, Professional Development, Compensation and Benefits, Recruitment, Data Science, Communication, Verbal Communication Skills

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Excel Essentials

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Data Cleansing, Data Visualization, Data Analysis Software, Productivity Software, Data Security, Data Management, Workflow Management, File Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Teradata 전문가를 위한 BigQuery 기초

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

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Facial Expression Recognition with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Fine-tuning, Model Training, Convolutional Neural Networks, Deep Learning, Image Analysis, Computer Vision, Model Evaluation, Data Preprocessing, Classification Algorithms, Data Transformation

    3.9
    Rating, 3.9 out of 5 stars
    ·
    60 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Oracle 전문가를 위한 BigQuery 기초

    Skills you'll gain: Oracle Databases, PL/SQL, Data Modeling, Database Design, Data Architecture, Extract, Transform, Load, SQL, Google Cloud Platform, Relational Databases, Data Import/Export, Query Languages, Database Architecture and Administration, Identity and Access Management, Data Storage, Data Sharing

    Intermediate · Course · 1 - 3 Months

  • P

    Princeton University

    Computer Science: Programming with a Purpose

    Skills you'll gain: Programming Principles, Computer Programming, Object Oriented Design, Object Oriented Programming (OOP), Data Structures, Code Reusability, Java Programming, Java, Program Development, File I/O, Computational Thinking, Computer Science, Algorithms, Theoretical Computer Science, Animations, Simulations

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.4K reviews

    Beginner · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Introduction to Reproducibility in Cancer Informatics

    Skills you'll gain: Package and Software Management, Code Review, Open Source Technology, Code Reusability, GitHub, Scientific Methods, Software Documentation, Science and Research, Technical Documentation, Informatics, Software Versioning, R (Software), Data Analysis, Programming Principles, R Programming, Git (Version Control System), Integrated Development Environments

    Intermediate · Course · 1 - 3 Months

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

  • Introduction to Business Analysis: IBM
  • AZ-104 Microsoft Azure Administrator Certification: Packt
  • Microsoft Power Platform Fundamentals: Microsoft
  • Advanced Recommender Systems: 28DIGITAL
  • Social Media and Brand Engagement: Coursera
  • Interviewing, Negotiating a Job Offer, and Career Planning: University of California, Irvine
  • Excel Essentials: Packt
  • Teradata 전문가를 위한 BigQuery 기초: Google Cloud
  • Facial Expression Recognition with PyTorch : Coursera
  • Oracle 전문가를 위한 BigQuery 기초: Google Cloud

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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