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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


  • 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

  • C

    Coursera

    GenAI for PR Specialists

    Skills you'll gain: Personalized Campaigns, Public Relations, Content Creation, Marketing and Public Relations, Responsible AI, AI Personalization, Crisis Management, Prompt Engineering, Team Leadership

    ★ 3.9 (17) · Intermediate · Course · 1 - 4 Weeks

  • B

    Birla Institute of Technology & Science, Pilani

    Natural Language Processing

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Embeddings, Text Mining, Semantic Web, Data Preprocessing, LLM Application, Artificial Intelligence and Machine Learning (AI/ML), ChatGPT, Data Processing, Artificial Intelligence, Artificial Neural Networks, Statistical Machine Learning, Generative AI, Deep Learning, Model Training, Dependency Analysis, Model Evaluation

    Intermediate · Course · 1 - 3 Months

  • K

    KodeKloud

    AWS Certified AI Practitioner

    Skills you'll gain: Amazon Bedrock, AWS SageMaker, Generative Model Architectures, Risking, Artificial Intelligence, LLM Application, Large Language Modeling, AI Workflows, AWS Identity and Access Management (IAM), Cloud Solutions, Cloud Engineering, Cloud Development, Cloud Computing, Cloud Management, Cloud Services, Automation

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Java Programming Fundamentals

    Skills you'll gain: Object Oriented Programming (OOP), File I/O, Data Persistence, Object Oriented Design, Java, Java Programming, File Management, Memory Management, Application Development, File Systems, Maintainability, Computer Programming, Data Store, Software Design, Development Environment, Program Development, Programming Principles, Computer Programming Tools, Data Structures, Integrated Development Environments

    ★ 4.7 (228) · Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Digital Ethics in the Age of AI

    Skills you'll gain: Data Ethics, Responsible AI, Information Privacy, Personally Identifiable Information, AI literacy, Digital Transformation, Cyber Governance, AI Product Strategy, AI Enablement, Artificial Intelligence, Law, Regulation, and Compliance, Business Ethics, Ethical Standards And Conduct, Artificial Intelligence and Machine Learning (AI/ML), Generative AI

    Beginner · Course · 3 - 6 Months

  • E

    EDUCBA

    Financial Markets & Investment Strategies Mastery

    Skills you'll gain: Derivatives, Financial Market, Portfolio Management, Portfolio Risk, Regulatory Compliance, Investments, Financial Trading, Securities (Finance), Financial Regulation, Ethical Standards And Conduct, Investment Management, Compliance Management, Market Data, Financial Data, Financial Analysis, Quantitative Research, Capital Budgeting, Return On Investment, Finance, Credit Risk

    Mixed · Course · 1 - 3 Months

  • E

    Edureka

    Building LLMs with Hugging Face and LangChain

    Skills you'll gain: LangChain, LLM Application, Hugging Face, Retrieval-Augmented Generation, Prompt Patterns, LangGraph, Model Deployment, AI Workflows, Large Language Modeling, AI Orchestration, Generative AI, Token Optimization, Generative Model Architectures, AI Integrations, Fine-tuning, Embeddings, Data Pipelines, Containerization, Restful API, Docker (Software)

    ★ 1.7 (7) · Intermediate · Specialization · 1 - 3 Months

  • P

    Packt

    Linux Shell Scripting - Basics

    Skills you'll gain: Bash (Scripting Language), Shell Script, Unix Shell, Linux Commands, Scripting, Linux, Scripting Languages, Unix, Command-Line Interface, OS Process Management, Computational Logic, File I/O, Programming Principles, Debugging

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Ethical Selling and Market Adaptation

    Skills you'll gain: Data Ethics, Microsoft Copilot, Law, Regulation, and Compliance, Responsible AI, Compliance Management, Ethical Standards And Conduct, General Sales Practices, Sales Strategy, Business Ethics, Information Privacy, Market Dynamics, Sales, Risk Management Framework, AI Integrations, Market Trend, Market Analysis, Risk Analysis, Risk Mitigation, Customer Engagement

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Capstone for AI-Enhanced Email Marketer

    Skills you'll gain: Campaign Planning, Campaign Management, Email Marketing, Marketing Analytics, Copywriting, Marketing Automation, Target Audience, Data-Driven Marketing, Email Automation, Program Standards, Quality Assurance, Quality Assessment, Web Analytics and SEO, Marketing Effectiveness, Brand Management, Personalized Campaigns, Digital Marketing, Marketing Communications, Market Analysis, Market Intelligence

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Advanced Algorithms and Complexity

    Skills you'll gain: Algorithms, Network Routing, Graph Theory, Theoretical Computer Science, Network Analysis, Computer Science, Big Data, Python Programming, Model Optimization

    ★ 4.6 (701) · Advanced · Course · 1 - 3 Months

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

  • Drug Development and Pharmacoepidemiology: Johns Hopkins University
  • GenAI for PR Specialists: Coursera
  • Natural Language Processing: Birla Institute of Technology & Science, Pilani
  • AWS Certified AI Practitioner: KodeKloud
  • Java Programming Fundamentals: IBM
  • Digital Ethics in the Age of AI: Packt
  • Financial Markets & Investment Strategies Mastery: EDUCBA
  • Building LLMs with Hugging Face and LangChain: Edureka
  • Linux Shell Scripting - Basics: Packt
  • Ethical Selling and Market Adaptation: 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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