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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


  • C

    Coursera

    Next-Gen Brand Management

    Skills you'll gain: Brand Awareness, Brand Management, Canva (Software), Brand Marketing, Brand Strategy, Social Media Analytics, Branding, Content Scheduling, Logo Design, Digital Marketing Tools, Social Media, Social Media Marketing, Social Media Campaigns, Social Media Content, Email Marketing, Data Presentation, Digital Marketing, Generative AI, Content Creation, Marketing Analytics

    ★ 4.6 (1.8K) · Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Aerial Image Segmentation with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Fine-tuning, Transfer Learning, Model Evaluation, Image Analysis, Model Training, Computer Vision, Applied Machine Learning, Deep Learning, Python Programming

    ★ 4 (32) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Telecom & Enterprise Cybersecurity Essentials

    Skills you'll gain: Incident Response, Hybrid Cloud Computing, Zero Trust Network Access, Incident Management, Computer Security Incident Management, Security Information and Event Management (SIEM), Endpoint Detection and Response, Containerization, Event Monitoring, Enterprise Security, Telecommunications, Cybersecurity, Threat Detection, Security Controls, Network Security, Network Architecture

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Databases, Scalability and Containers on AWS

    Skills you'll gain: Amazon Web Services, Amazon DynamoDB, Containerization, Application Deployment, Databases, Cloud Computing Architecture, Scalability, Docker (Software), Amazon Elastic Compute Cloud, Kubernetes, Database Architecture and Administration, Cloud Deployment, Database Management, NoSQL, Load Balancing, Web Applications, Security Testing, Performance Testing

    Intermediate · Course · 1 - 3 Months

  • E

    Edureka

    Getting Started with Generative AI

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), LLM Application, Fine-tuning, Large Language Modeling, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Embeddings, Data Preprocessing, AI Personalization, Deep Learning, Open Source Technology, Data Processing, Machine Learning, Data Cleansing, Data Visualization, Database Systems

    ★ 4 (6) · Beginner · 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 (269) · Beginner · Professional Certificate · 1 - 3 Months

  • U

    Universidad Austral

    El Abogado del Futuro: Legaltech y la Transformación Digital del Derecho

    Skills you'll gain: Legal Technology, Litigation and Civil Justice, Legal Research, Blockchain, Arbitration, Digital Transformation, Technology Strategies, Workforce Development, Responsible AI, Data Ethics, Mediation, Court Systems, Entrepreneurship, Automation, Artificial Intelligence, AI literacy, Market Trend, Innovation, Design Thinking

    ★ 4.9 (1.3K) · Beginner · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Surveillance Systems: Analysis, Dissemination, and Special Systems

    Skills you'll gain: Epidemiology, Trend Analysis, Chronic Diseases, Public Health, Public Health and Disease Prevention, Event Monitoring, Infection Control, Data Analysis, Descriptive Analytics, Technical Communication, Anomaly Detection, Infectious Diseases, Law, Regulation, and Compliance, Data Collection, Information Privacy

    ★ 4.7 (389) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois at Urbana-Champaign

    Value Chain Management Graduate Certificate

    Skills you'll gain: Business Strategy, Data Visualization, Data Storytelling, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Project Closure, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Financial Auditing, Data Governance, Generative AI, Supply And Demand

    Graduate Certificate · 6 - 12 Months

  • T

    The Hong Kong University of Science and Technology

    The Science of Gastronomy

    Skills you'll gain: Cooking, Food and Beverage, Nutrition and Diet, Meal Planning And Preparation, Sensory Systems Analysis, Biochemistry, Aesthetics, Color Theory, Thermal Management, Chemistry, Physiology, Psychology

    ★ 4.6 (789) · Beginner · Course · 1 - 3 Months

  • P

    Packt

    SketchUp Fundamentals for Interior Space Planning

    Skills you'll gain: SketchUp (3D Modeling Software), AutoCAD, Data Import/Export, 3D Modeling, Design Software, Model Optimization, Design, Digital Design, File Management

    Beginner · Course · 1 - 3 Months

  • B

    Board Infinity

    Security for Artificial Intelligence Software and Services

    Skills you'll gain: AI Security, Application Security, Secure Coding, Data Ethics, Vulnerability Assessments, Responsible AI, Security Strategy, Data Security, Security Controls, Cybersecurity, Threat Management, Continuous Monitoring, Encryption, Authentications, Penetration Testing, Data Management

    ★ 3.6 (16) · Intermediate · Course · 1 - 4 Weeks

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

  • Next-Gen Brand Management: Coursera
  • Aerial Image Segmentation with PyTorch : Coursera
  • Telecom & Enterprise Cybersecurity Essentials: Coursera
  • Databases, Scalability and Containers on AWS: Packt
  • Getting Started with Generative AI: Edureka
  • Snowflake Generative AI: Snowflake
  • El Abogado del Futuro: Legaltech y la Transformación Digital del Derecho: Universidad Austral
  • Surveillance Systems: Analysis, Dissemination, and Special Systems: Johns Hopkins University
  • Value Chain Management Graduate Certificate: University of Illinois at Urbana-Champaign
  • The Science of Gastronomy: The Hong Kong University of Science and Technology

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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