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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


  • U

    Universitat Autònoma de Barcelona

    Ley de protección de datos. Conoce tus derechos

    Skills you'll gain: General Data Protection Regulation (GDPR), Law, Regulation, and Compliance, Personally Identifiable Information, Security Controls, Information Privacy, Data Security, Data Governance, Regulation and Legal Compliance, Data Management, Data Access, Regulatory Compliance, Risk Analysis, Informed Consent

    4.6 stars, 151 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (151) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of California, Santa Cruz

    AI, Empathy & Ethics

    Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Artificial Intelligence, Artificial Neural Networks, Ethical Standards And Conduct, Machine Learning Methods, Network Model, Deep Learning, Machine Learning, Generative Model Architectures, Empathy & Emotional Intelligence, Law, Regulation, and Compliance, Policy Development

    4.6 stars, 499 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (499) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Image Classification on Autopilot with AWS AutoGluon

    Skills you'll gain: AWS SageMaker, Image Analysis, Deep Learning, Model Evaluation, Model Training, Computer Vision, Applied Machine Learning, Model Optimization, Plot (Graphics), Machine Learning, Python Programming, Data Science

    Intermediate · Guided Project · Less Than 2 Hours

  • M

    Microsoft

    AI and Machine Learning Algorithms and Techniques

    Skills you'll gain: Unsupervised Learning, Generative AI, Large Language Modeling, Supervised Learning, Deep Learning, Generative Model Architectures, LLM Application, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Reinforcement Learning, Statistical Machine Learning, Machine Learning Algorithms, Model Training, Artificial Neural Networks, Feature Engineering, Unstructured Data, Model Evaluation, Dimensionality Reduction, Model Optimization

    4.7 stars, 71 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (71) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Regression: Identify Assumptions & Apply Models

    Skills you'll gain: Regression Analysis, Financial Forecasting, Model Evaluation, Statistical Reporting, Forecasting, Data Presentation, Technical Communication, Statistical Programming, R Programming, Statistical Modeling, Predictive Modeling, Variance Analysis, Statistical Methods, Statistical Analysis, Verification And Validation, Plot (Graphics), Reliability

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    ETL Testing Basics for Databases

    Skills you'll gain: Extract, Transform, Load, Data Pipelines, Dataflow, Data Transformation, Database Design, Data Integration, Databases, Data Cleansing, AI Workflows, AI Integrations, Database Management, Business Workflow Analysis, Performance Tuning, Process Design, Data Validation, Data Quality, Apache, Scalability, Verification And Validation, Design

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Predictive Models for Financial Risk

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Supervised Learning, Predictive Modeling, Risk Modeling, Financial Data, Predictive Analytics, Statistical Machine Learning, Applied Machine Learning, Workflow Management, Data Validation, Machine Learning Methods, Data Preprocessing, Data Ethics, Model Evaluation, Process Driven Development, Model Training, Business Reporting, Responsible AI, Performance Reporting

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Power BI Masterclass 8 -Python, Finance, and Advanced DAX

    Skills you'll gain: Financial Data, Financial Analysis, Analytics, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Financial Analysis - Build a ChatGPT Pairs Trading Bot

    Skills you'll gain: Prompt Patterns, Prompt Engineering, ChatGPT, Financial Trading, Performance Measurement, Technical Analysis, Decision Intelligence, AI Enablement, Performance Analysis, Securities Trading, Financial Market, AI literacy, Correlation Analysis, Benchmarking, Market Data, Model Optimization, Generative AI, Return On Investment, Statistical Hypothesis Testing, Verification And Validation

    Intermediate · Course · 1 - 3 Months

  • I

    IBM

    Bases de Inteligencia Artificial para Todos

    Skills you'll gain: Computer Vision, Dashboard, Dashboard Creation, IBM Cloud, Responsible AI, Artificial Intelligence, Data Ethics, Image Analysis, Cloud Computing, Data Presentation, Interactive Data Visualization, Data Manipulation, No-Code Development, AI Enablement, AI Integrations, AI literacy, Context Management, Artificial Neural Networks, Cloud Applications, WordPress

    4.7 stars, 448 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (448) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply R for Predictive Analytics and Machine Learning

    Skills you'll gain: Predictive Modeling, Model Evaluation, Data Visualization, Statistical Analysis, Predictive Analytics, Feature Engineering, Classification And Regression Tree (CART), Data Mining, Advanced Analytics, Statistical Modeling, Risk Modeling, R (Software), R Programming, Data Preprocessing, Data Cleansing, Transaction Processing, Unsupervised Learning, Model Training, Model Optimization, Machine Learning

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Learning Languages with AI

    Skills you'll gain: ChatGPT, Language Learning, Education Software and Technology, Data Ethics, Oral Comprehension, Writing, Communication

    4.1 stars, 10 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.1 (10) · Beginner · Course · 1 - 3 Months

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

  • Ley de protección de datos. Conoce tus derechos: Universitat Autònoma de Barcelona
  • AI, Empathy & Ethics: University of California, Santa Cruz
  • Image Classification on Autopilot with AWS AutoGluon: Coursera
  • AI and Machine Learning Algorithms and Techniques: Microsoft
  • Regression: Identify Assumptions & Apply Models: Coursera
  • ETL Testing Basics for Databases: Coursera
  • Predictive Models for Financial Risk: Coursera
  • Power BI Masterclass 8 -Python, Finance, and Advanced DAX: Packt
  • Financial Analysis - Build a ChatGPT Pairs Trading Bot: Packt
  • Bases de Inteligencia Artificial para Todos: IBM

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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