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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


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    B

    British Standards Institution

    ISO/IEC 22989:2023 An Introduction to the Fundamentals of AI

    Skills you'll gain: Artificial Intelligence, Quality Management Systems, AI literacy, Data Ethics, Stakeholder Analysis, Systems Development Life Cycle, Stakeholder Management, Governance, Risk Management

    3.9
    Rating, 3.9 out of 5 stars
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    8 reviews

    Mixed · Course · 1 - 3 Months

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    Coursera

    AI-Powered Modern Marketing

    Skills you'll gain: Marketing Automation, Marketing Planning, Marketing Analytics, Competitive Analysis, Prompt Engineering, Email Automation, Search Engine Optimization, Generative AI, Key Performance Indicators (KPIs), AI Personalization, Lead Generation, A/B Testing, Content Creation, Web Analytics, Performance Measurement, Data Visualization, Customer Insights, Data-Driven Decision-Making, Digital Marketing, Content Strategy

    Intermediate · Specialization · 3 - 6 Months

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    C

    Coursera

    Payroll, Expense Management, and QuickBooks Accounting

    Skills you'll gain: Expense Reports, Payroll Tax, Expense Management, Payroll Processing, Accounting Software, QuickBooks (Accounting Software), Data Entry, Payroll Administration, Accounts Payable, Billing & Invoicing, Administrative Support, Payment Processing and Collection, Ledgers (Accounting), Accounting Records, Invoicing, Tax Compliance, Document Management, Vendor Relationship Management, Workflow Management, Compliance Management

    Beginner · Course · 1 - 3 Months

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    Coursera

    Building Reliable LLM Systems

    Skills you'll gain: LLM Application, Model Evaluation, Large Language Modeling, Retrieval-Augmented Generation, Vector Databases, MLOps (Machine Learning Operations), Performance Tuning, Debugging, Performance Testing, Statistical Methods, Query Languages, SQL, Statistical Hypothesis Testing, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making, Python Programming

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Predictive Analytics Model for Term Deposit Investment

    Skills you'll gain: Classification And Regression Tree (CART), Model Evaluation, Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Applied Machine Learning, Data-Driven Decision-Making, Marketing Analytics, Data-Driven Marketing, Classification Algorithms, Model Optimization, Model Training, Marketing, Fine-tuning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    C

    Coursera

    Automate, Analyze, and Evaluate ML Experiments

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Key Performance Indicators (KPIs), Business Metrics, Performance Analysis, Apache Airflow, Performance Measurement, Responsible AI, Test Execution Engine, Performance Metric, Test Automation, Verification And Validation, Content Performance Analysis, Statistical Methods, Quality Assessment, Statistical Hypothesis Testing, Gap Analysis, Cost Benefit Analysis, Research Design, Quantitative Research

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    V

    Vanderbilt University

    Building HTTP APIs with Spring

    Skills you'll gain: Spring Boot, API Testing, Spring Framework, Restful API, Application Programming Interface (API), API Design, Data Persistence, Web Applications, Application Frameworks, Development Testing, Software Testing, Web Services, Object-Relational Mapping, Application Security, Authentications, Authorization (Computing), Network Protocols

    4.2
    Rating, 4.2 out of 5 stars
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    29 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Michigan

    Justice and Equity in Technology Policy

    Skills you'll gain: Social Justice, Responsible AI, Disabilities, Innovation, Economics, Policy, and Social Studies, Diversity Awareness, Social Impact, Socioeconomics, Human Centered Design, Sustainable Systems, Policy Analysis, Diversity Equity and Inclusion Initiatives, Community Development, Public Policies, Technology Solutions, Data Ethics, Social Sciences, Policy Development, Governance, Law, Regulation, and Compliance

    4.9
    Rating, 4.9 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
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    Amazon Web Services

    Migrating from Microsoft SQL Server to Amazon RDS

    Skills you'll gain: Microsoft SQL Servers, Database Management, Data Migration, Amazon Web Services, Database Administration, Operational Databases, User Accounts

    4.6
    Rating, 4.6 out of 5 stars
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    57 reviews

    Beginner · Course · 1 - 4 Weeks

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    L

    LearnKartS

    Advanced Ethical Hacking & Cybersecurity

    Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Cryptography, Cyber Security Assessment, Computer Security, Threat Modeling, Secure Coding, Cyber Security Strategy, Cloud Infrastructure, Email Security, Cloud Computing Architecture, Cloud Platforms, Security Controls, Security Testing, Hardening, Cloud-Native Computing, Database Application, Zero Trust Network Access, SQL

    4.7
    Rating, 4.7 out of 5 stars
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    52 reviews

    Intermediate · Course · 1 - 3 Months

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    U

    University of Illinois Urbana-Champaign

    التسويق في عالم رقمي

    Skills you'll gain: Digital Marketing Tools, Innovation, Marketing, Promotional Strategies, Digital Advertising, Marketing Strategies, Marketing Management, New Product Development, Product Development, Digital Brand Strategy, Strategic Marketing, Digital Media Strategy, Digital Marketing, Consumer Behaviour, Product Promotion, Market Dynamics, Business-To-Consumer, Digital Transformation, Customer Engagement, Branding

    4.6
    Rating, 4.6 out of 5 stars
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    46 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    A

    AI CERTs

    AI in Supply Chain

    Skills you'll gain: Supply Chain Management, Supply Chain Planning, Supply Chain, Inventory Management System, Customer Demand Planning, Inventory and Warehousing, Supplier Risk Management, Supply Management, Demand Planning, Forecasting, Inventory Management, Supplier Management, Logistics, Risking, Supplier Relationship Management, AI Enablement, Decision Intelligence, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents

    3.4
    Rating, 3.4 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 3 Months

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

  • ISO/IEC 22989:2023 An Introduction to the Fundamentals of AI: British Standards Institution
  • AI-Powered Modern Marketing: Coursera
  • Payroll, Expense Management, and QuickBooks Accounting: Coursera
  • Building Reliable LLM Systems: Coursera
  • Predictive Analytics Model for Term Deposit Investment: EDUCBA
  • Automate, Analyze, and Evaluate ML Experiments: Coursera
  • Building HTTP APIs with Spring: Vanderbilt University
  • Justice and Equity in Technology Policy: University of Michigan
  • Migrating from Microsoft SQL Server to Amazon RDS: Amazon Web Services
  • Advanced Ethical Hacking & Cybersecurity: LearnKartS

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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