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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


  • P

    Pearson

    Certified Ethical Hacker (CEH): Unit 2

    Skills you'll gain: Penetration Testing, Vulnerability Scanning, Cyber Security Assessment, Vulnerability Assessments, Network Security, Network Analysis, Network Protocols, Active Directory, Lightweight Directory Access Protocols

    4.6 stars, 8 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (8) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Procurement Document Control

    Skills you'll gain: File Management, Document Management, Document Control, Authorization (Computing), Auditing, Records Management, Compliance Auditing, Organizational Skills, Security Controls, Version Control, Procurement, Identity and Access Management, Project Documentation, Data Governance

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Pretraining LLMs

    Skills you'll gain: Large Language Modeling, Model Evaluation, Model Training, Hugging Face, Data Preprocessing, Fine-tuning, Model Optimization, Transfer Learning, Generative AI

    4.5 stars, 22 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4.5 (22) · Beginner · Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    University of Michigan

    Generative AI in the Workplace: Policies, Ethics, and Risks

    Skills you'll gain: Responsible AI, AI Security, Data Ethics, AI literacy, Generative AI, Regulatory Compliance, Data Security, Law, Regulation, and Compliance, Artificial Intelligence, Decision Intelligence, Risk Management, Risk Mitigation, Risk Analysis, Algorithms

    4.9 stars, 12 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    The Circular Economy

    Skills you'll gain: Leadership Studies, Sustainable Business, Organizational Leadership, Organizational Change, Sustainable Design, Corporate Sustainability, Business Transformation, Sustainable Development, Sustainable Systems, Performance Measurement, Waste Minimization, Business Modeling, Innovation, Product Lifecycle Management, Performance Metric, Key Performance Indicators (KPIs), Packaging and Labeling, Environmental Issue, Resource Utilization

    4.9 stars, 13 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • F

    Fundação Instituto de Administração

    Gestão da Cadeia de Suprimentos

    Skills you'll gain: Supply Chain Management, Supply Chain Systems, Supply Chain, Supply Chain Planning, Logistics, Logistics Management, Operations Management, Order Fulfillment, Production Management, Business Technologies, Customer Demand Planning, Demand Planning, Production Process, Personalized Service, Production Planning, Data-Driven Decision-Making, Automation, Digital Transformation, Internet Of Things, Machine Learning

    5 stars, 13 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (13) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    VPN Tunneling with OpenVPN: Secure Network Connections

    Skills you'll gain: Virtual Private Networks (VPN), Linux Servers, Ubuntu, Network Troubleshooting, Authentications, Linux Administration, Remote Access Systems, Cryptographic Protocols, Virtual Networking, Encryption, Network Security, Linux, Network Monitoring, Network Performance Management, Linux Commands, Interoperability, Key Management

    Intermediate · Guided Project · Less Than 2 Hours

  • R

    Real Madrid Graduate School Universidad Europea

    AI Applied to Health and Injury Prevention

    Skills you'll gain: Precision Medicine, Accident Prevention, Data Ethics, Kinesiology, Applied Machine Learning, Statistical Machine Learning, Machine Learning Methods, Human Factors, Child Development, Predictive Analytics, AI Integrations, Working With Children, Machine Learning, Data-Driven Decision-Making, Epidemiology, Continuous Monitoring, Load Balancing, Decision Support Systems, Emerging Technologies, Predictive Modeling

    Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Pragmatic AI Labs

    Machine Learning with Databricks and MLflow

    Skills you'll gain: MLOps (Machine Learning Operations), Databricks, Apache Spark, Model Evaluation, Hugging Face, Data Architecture, Recurrent Neural Networks (RNNs), LLM Application, Data Science, Data Mining, Mathematical Modeling, Scala Programming, Continuous Monitoring, Rust (Programming Language), Lean Six Sigma, Statistical Inference, Artificial Intelligence, Functional Testing, Exploratory Data Analysis, Programming Principles

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • N

    Nikolai Schuler

    Snowflake - Intermediate Course

    Skills you'll gain: Authorization (Computing), Role-Based Access Control (RBAC), Data Access, Identity and Access Management, Data Pipelines, Real Time Data, Data Management, Disaster Recovery, Microsoft Azure, Data Storage, Database Administration, Cloud Computing, Data Import/Export, Data Analysis

    4.3 stars, 10 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.3 (10) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Financial Statements: Analyze and Apply Key Ratios

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Analysis, Balance Sheet, Financial Data, Spreadsheet Software, Income Statement, Financial Reporting, Financial Accounting, Gross Profit, Business Metrics, Performance Analysis, Cash Flows, Annual Reports, Benchmarking

    4 stars, 7 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4 (7) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Politecnico di Milano

    Agile Project Management for digital projects

    Skills you'll gain: Agile Project Management, Agile Methodology, User Story, Sprint Planning, Agile Product Development, Sprint Retrospectives, Backlogs, Team Oriented, Team Management, Continuous Improvement Process, Customer Engagement

    4.9 stars, 15 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (15) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data collection courses

  • Certified Ethical Hacker (CEH): Unit 2: Pearson
  • Procurement Document Control: Coursera
  • Pretraining LLMs: DeepLearning.AI
  • Generative AI in the Workplace: Policies, Ethics, and Risks: University of Michigan
  • The Circular Economy: University of Colorado Boulder
  • Gestão da Cadeia de Suprimentos: Fundação Instituto de Administração
  • VPN Tunneling with OpenVPN: Secure Network Connections: Coursera
  • AI Applied to Health and Injury Prevention: Real Madrid Graduate School Universidad Europea
  • Machine Learning with Databricks and MLflow: Pragmatic AI Labs
  • Snowflake - Intermediate Course: Nikolai Schuler

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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