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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


  • U

    University of Toronto

    Gender Analytics Capstone Project

    Skills you'll gain: Human Centered Design, Design Thinking, Change Management, Storytelling, Organizational Change, Data Storytelling, Data Analysis, Complex Problem Solving, Stakeholder Analysis, Innovation, Quantitative Research, Strategic Communication, Analytics, Diversity and Inclusion, Qualitative Research, Resource Allocation

    ★ 4.8 (22) · Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Calendar en Español

    Skills you'll gain: Calendar Management, Google Workspace, Setting Appointments, Event Management, Scheduling, Collaborative Software, Coordination, Data Sharing

    ★ 4.7 (61) · Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Sensors for a Carbon Free World

    Skills you'll gain: Electrical Power, Power Electronics, Electrical Systems, Electrical Equipment, Torque (Physics), Electronic Components, Electric Power Systems, Basic Electrical Systems, Electrical Engineering, Semiconductors, Engineering, Scientific, and Technical Instruments, Mechanical Engineering, Plant Operations and Management, Electronics, Engineering Calculations, High Voltage, Machine Controls, Electronics Engineering, Energy and Utilities, Thermal Management

    ★ 4.4 (95) · Beginner · Specialization · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Evaluación auténtica

    Skills you'll gain: Program Evaluation, Student-Centred Learning, Curriculum Planning, Pedagogy, Interactive Learning, Education and Training, Learning Theory, Data Collection, Student Engagement, Innovation, Social Impact, Research Methodologies, Learning Strategies

    ★ 4.9 (42) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Evaluate and Apply Ethical AI Models

    Skills you'll gain: Large Language Modeling

    Intermediate · Course · 1 - 4 Weeks

  • K

    KodeKloud

    Ansible for the Absolute Beginners

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

    ★ 4.2 (16) · Beginner · Course · 1 - 4 Weeks

  • 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 (42) · Beginner · Specialization · 3 - 6 Months

  • P

    Pragmatic AI Labs

    Databricks Lakehouse Fundamentals

    Skills you'll gain: Databricks, Data Pipelines, Data Lakes, Data Wrangling, Apache Spark, Data Access, Data Processing, Data Warehousing, Data Architecture, Data Management, Data Synthesis, Data Science, Data Mining, Data Integrity, Data Modeling, Data Presentation, Data Entry, Data Storage, SQL, Python Programming

    Beginner · Course · 1 - 4 Weeks

  • I

    ISC2

    Systems and Application Security

    Skills you'll gain: Malware Protection, Endpoint Security, Mobile Security, Cloud Security, Application Security, Infrastructure Security, Cloud Deployment, Cloud Computing, Threat Detection, Cyber Attacks, Endpoint Detection and Response, Cybersecurity, Information Systems Security, Virtualization, Virtualization and Virtual Machines, Virtual Machines, Security Controls, Intrusion Detection and Prevention, Data Security, Human Factors (Security)

    ★ 4.7 (34) · Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Microsoft Account Manager with Generative AI

    Skills you'll gain: Key Performance Indicators (KPIs), Solution Selling, Proposal Development, Responsible AI, Budget Management, Productivity Software, Consultative Approaches, Consultative Selling, Performance Analysis, Performance Metric, Financial Management, Financial Data, Negotiation, Administrative Support, Account Management, Sales Process, Customer Relationship Management (CRM) Software, Content Management, Sales Presentations, Generative AI

    Advanced · Professional Certificate · 3 - 6 Months

  • N

    Northeastern University

    Statistical Learning for Engineering Part 1

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Regression Analysis, Applied Machine Learning, Machine Learning Methods, Statistical Modeling, Model Optimization, Machine Learning Algorithms, PyTorch (Machine Learning Library), Statistical Methods, Statistical Machine Learning, Machine Learning, Predictive Analytics, Predictive Modeling, Machine Learning Software, Statistical Programming, Model Training, Statistical Software, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning

    Intermediate · Course · 1 - 3 Months

  • G

    Georgia Institute of Technology

    Cloud Systems Software

    Skills you'll gain: Cloud Development, Cloud Applications, Cloud Computing, Cloud Infrastructure, Distributed Computing, Cloud Computing Architecture, Cloud Platforms, Virtualization, Data Store, Multi-Tenant Cloud Environments, Virtual Machines, Application Frameworks, Virtualization and Virtual Machines, Cloud Management, Data Storage Technologies, Scalability

    ★ 4.6 (319) · Mixed · Course · 1 - 3 Months

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

  • Gender Analytics Capstone Project: University of Toronto
  • Google Calendar en Español: Google Cloud
  • Sensors for a Carbon Free World: University of Colorado Boulder
  • Evaluación auténtica: Universidad Nacional Autónoma de México
  • Evaluate and Apply Ethical AI Models: Coursera
  • Ansible for the Absolute Beginners: KodeKloud
  • Privacy Fundamentals: Infosec
  • Databricks Lakehouse Fundamentals: Pragmatic AI Labs
  • Systems and Application Security: ISC2
  • Microsoft Account Manager with Generative AI: Microsoft

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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