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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

    Packt

    Advanced AWS Architecture: Identity, Networking and Design

    Skills you'll gain: Security Controls, Authentications, Security Requirements Analysis, Identity and Access Management, AWS Identity and Access Management (IAM), Network Planning And Design, Authorization (Computing), Disaster Recovery, Network Architecture, Infrastructure Security, Cloud Computing Architecture, Amazon Web Services, Virtual Private Networks (VPN), Solution Architecture, Data Security, Multi-Tenant Cloud Environments, Network Security, Distributed Computing, Cloud Security, Cloud Solutions

    Intermediate · Course · 1 - 3 Months

  • S

    Snowflake

    Snowflake Generative AI

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, AI Orchestration, Fine-tuning, Agentic Workflows, AI Workflows, Generative Model Architectures, LLM Application, Data Engineering, Data Manipulation, Model Context Protocol, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Artificial Intelligence, AI Integrations, Data Access, Data Warehousing, Embeddings, SQL

    4.8
    Rating, 4.8 out of 5 stars
    ·
    268 reviews

    Beginner · Professional Certificate · 1 - 3 Months

  • A

    Arizona State University

    Advanced Strategies in Persuasion

    Skills you'll gain: Persuasive Communication, Critical Thinking, Deductive Reasoning, Communication Strategies, Communication, Analytical Skills, Decision Making, Problem Solving

    Advanced · Course · 1 - 3 Months

  • U

    Universiteit Leiden

    EU policy and implementation: making Europe work!

    Skills you'll gain: Policty Analysis, Research, and Development, Policy Analysis, Public Policies, Policy Development, Political Sciences, Environmental Policy, Lobbying, Program Evaluation, Governance, Immigration Law, Law, Regulation, and Compliance, Environmental Regulations, Data Collection

    4.4
    Rating, 4.4 out of 5 stars
    ·
    199 reviews

    Intermediate · Course · 1 - 3 Months

  • I

    Imperial College London

    Epidemiology for Public Health

    Skills you'll gain: Epidemiology, Diagnostic Tests, Clinical Trials, Research Design, Public Health and Disease Prevention, Clinical Research, Public Health, Preventative Care, Data Collection, Research Methodologies, Program Evaluation, Health Assessment, Science and Research, Research, Risk Analysis, Quantitative Research, Correlation Analysis, Medical Science and Research, Health Policy, Statistical Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.3K reviews

    Beginner · Specialization · 1 - 3 Months

  • E

    EDUCBA

    Digital Transformation Case Studies & Strategies

    Skills you'll gain: Cloud Platforms, Collaborative Software, Technology Strategies, Cloud Infrastructure, Enterprise Application Management, Digital Transformation, Cybersecurity, Cyber Security Strategy, Virtual Teams, Digital Marketing, Marketing Automation, Digital Marketing Tools, Customer Engagement, Data Integration, Business Transformation, Enterprise Resource Planning, Telecommuting, Recruitment, General Networking, Professional Networking

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Advancing Your Career in AI and Machine Learning Engineering

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Technical Communication, MLOps (Machine Learning Operations), Machine Learning, Artificial Intelligence, Model Deployment, Technical Design, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Facebook Content Creator Pro

    Skills you'll gain: Content Performance Analysis, Video Production, Content Scheduling, Meta Ads Manager, Writing, Social Media Analytics, Canva (Software), Facebook, Content Creation, Storytelling, Data-Driven Marketing, Copywriting, Online Advertising, Videography, Persona Development, Photography, Marketing Analytics, Social Media, Content Strategy, ChatGPT

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.8K reviews

    Beginner · Specialization · 3 - 6 Months

  • I

    IBM

    Introduction to Cybersecurity Careers

    Skills you'll gain: Cybersecurity, Information Technology, Cyber Security Strategy, Penetration Testing, Cyber Security Policies, Technical Support and Services, Incident Response, Computer Security Awareness Training, Security Awareness, Vulnerability Assessments, Network Security, Data Security, Information Assurance, Cloud Security, Operating Systems, Computer Hardware

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Foundations of Neural Networks

    Skills you'll gain: Responsible AI, Autoencoders, Model Training, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Data Ethics, Model Optimization, Deep Learning, Artificial Neural Networks, Reinforcement Learning, Generative AI, Generative Adversarial Networks (GANs), Machine Learning Algorithms, Model Deployment, Generative Model Architectures, Debugging, Machine Learning Methods, Artificial Intelligence, Image Analysis, Unsupervised Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    24 reviews

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    The SketchUp Handbook for Interior Design

    Skills you'll gain: SketchUp (3D Modeling Software), Visual Storytelling, Animations, Model Optimization, Visualization (Computer Graphics), Design Software, 3D Modeling, Autodesk, Software Visualization, Layout Design, Data Import/Export, Software Documentation, 3D Assets, Generative AI, Document Management, Color Matching, Design, Digital Design, AI Integrations, Editing

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Pennsylvania

    Decision-Making and Scenarios

    Skills you'll gain: Cash Flow Forecasting, Data-Driven Decision-Making, Forecasting, Quantitative Research, Financial Modeling, Financial Forecasting, Financial Statement Analysis, Strategic Decision-Making, Financial Statements, Revenue Forecasting, Risk Modeling, Decision Making, Capital Budgeting, Analysis, Financial Analysis, Return On Investment, Cash Flows, New Business Development, Entrepreneurial Finance, Balance Sheet

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.7K reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Advanced AWS Architecture: Identity, Networking and Design: Packt
  • Snowflake Generative AI: Snowflake
  • Advanced Strategies in Persuasion: Arizona State University
  • EU policy and implementation: making Europe work! : Universiteit Leiden
  • Epidemiology for Public Health: Imperial College London
  • Digital Transformation Case Studies & Strategies: EDUCBA
  • Advancing Your Career in AI and Machine Learning Engineering: Coursera
  • Facebook Content Creator Pro: Coursera
  • Introduction to Cybersecurity Careers: IBM
  • Foundations of Neural Networks: Johns Hopkins University

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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