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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


  • D

    Duke University

    Foundations of Local Large Language models

    Skills you'll gain: Retrieval-Augmented Generation, Responsible AI, Generative AI, Cloud Deployment, LLM Application, Model Deployment, Application Deployment, Large Language Modeling, Hugging Face, Data Ethics, Model Evaluation, Risk Management Framework, Rust (Programming Language)

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

  • J

    Johns Hopkins University

    Drug Development and Pharmacoepidemiology

    Skills you'll gain: Medication Therapy Management, Drug Development, Clinical Trials, Pharmaceuticals, Pharmacotherapy, Pharmacology, Medical Prescription, Patient Education And Counseling, Clinical Pharmacy, Clinical Research, Patient Education and Support, Pre-Clinical Development, Patient Safety, Statistical Analysis, Value-Based Care, Epidemiology, Utilization Management, Program Evaluation, Public Health, Data Analysis

    ★ 4.7 (140) · Intermediate · Specialization · 3 - 6 Months

  • É

    École Polytechnique Fédérale de Lausanne

    Initiation à la programmation (en C++)

    Skills you'll gain: C++ (Programming Language), Programming Principles, Data Structures, Computer Programming, Code Reusability, Object Oriented Programming (OOP), Game Design, Memory Management

    ★ 4.8 (460) · Beginner · Course · 1 - 3 Months

  • E

    Edureka

    Claude Code for Vibe Coding

    Skills you'll gain: Model Context Protocol, Claude Code, Vibe coding, Generative AI Agents, LLM Application, AI Workflows, AI Orchestration, Agentic Workflows, GitHub Copilot, AI Enablement, AI Security, Prompt Engineering, Code Review, Prompt Patterns, Software Development, Web Applications, Software Testing, Security Testing, Software Engineering, Web Development

    ★ 4.7 (6) · Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Management Accounting & Cost Optimization

    Skills you'll gain: Management Accounting, Inventory Control, Inventory Management, Inventory Management System, Cost Accounting, Profit and Loss (P&L) Management, Cost Control, Cost Estimation, Operational Performance Management, Accounting, Statistical Methods, Estimation, Cost Management, Process Analysis, Strategic Decision-Making, Account Management, Probability & Statistics, Microsoft Excel, Decision Making, Correlation Analysis

    Mixed · Course · 1 - 3 Months

  • I

    Illinois Tech

    Bayesian Computational Statistics

    Skills you'll gain: Bayesian Statistics, Data Analysis, Statistical Inference, Regression Analysis, Data Analysis Software, Statistical Methods, Statistical Analysis, Statistical Modeling, Statistical Programming, Statistical Software, Sampling (Statistics), R (Software), R Programming, Numerical Analysis, Markov Model, Logistic Regression, Probability, Simulations, Model Evaluation, Probability Distribution

    Intermediate · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    AI For Everyone (すべての人のためのAIリテラシー講座)

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), AI Product Strategy, Artificial Intelligence, AI Enablement, Artificial Neural Networks, Digital Transformation, Machine Learning Methods, AI literacy, Deep Learning, AI Integrations, Technical Management, Machine Learning, Responsible AI, Data Ethics, Data Science

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

  • E

    EDUCBA

    Analyze and Apply Fundamentals of Banking Systems

    Skills you'll gain: Banking Services, Bank Regulations, Payment Systems, Banking, Commercial Banking, Financial Systems, Financial Regulation, Financial Regulations, Financial Policy, Payment Processing, Payment Processing and Collection, Financial Services, Economics, Loans, Economic Development, International Finance, Customer Relationship Building, Market Liquidity

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

  • C

    Coursera

    Productivity & Automation

    Skills you'll gain: Workflow Management, IT Automation, Business Process Automation, AI Enablement, AI literacy, Scripting, AI Workflows, Automation, AI Integrations, Document Management, Collaborative Software, Generative AI, Artificial Intelligence, Data Entry, Application Programming Interface (API), Restful API

    Intermediate · Course · 3 - 6 Months

  • M

    Madecraft

    How to Create a Successful Digital Marketing Strategy

    Skills you'll gain: Value Propositions, Marketing Strategies, Digital Marketing, Target Audience, Marketing Effectiveness, Strategic Marketing, Digital Marketing Campaigns, Digital Media Strategy, Marketing Budgets, Content Marketing, Search Engine Marketing, Email Marketing, Search Engine Optimization, Marketing Analytics, Journey Mapping, Lead Generation, Key Performance Indicators (KPIs), Marketing Communications, Return On Investment, A/B Testing

    Beginner · Course · 1 - 3 Months

  • U

    Universitat Autònoma de Barcelona

    Políticas Europeas Globales

    Skills you'll gain: International Relations, Environmental Issue, Environmental Policy, Public Safety and National Security, Diplomacy, Governance, Security Strategy, Economics, Strategic Partnership, Technology Strategies, Political Sciences, Public Policies, Socioeconomics, Policy Analysis, General Data Protection Regulation (GDPR), Sustainable Development, Policy Development, Law, Regulation, and Compliance

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Principes de base de BigQuery pour les utilisateurs Teradata

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

    Intermediate · Course · 1 - 3 Months

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

  • Foundations of Local Large Language models: Duke University
  • Drug Development and Pharmacoepidemiology: Johns Hopkins University
  • Initiation à la programmation (en C++): École Polytechnique Fédérale de Lausanne
  • Claude Code for Vibe Coding: Edureka
  • Management Accounting & Cost Optimization: EDUCBA
  • Bayesian Computational Statistics: Illinois Tech
  • AI For Everyone (すべての人のためのAIリテラシー講座): DeepLearning.AI
  • Analyze and Apply Fundamentals of Banking Systems: EDUCBA
  • Productivity & Automation : Coursera
  • How to Create a Successful Digital Marketing Strategy: Madecraft

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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