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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

    Universidad Nacional Autónoma de México

    Estadística y probabilidad: principios de Inferencia

    Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Probability Distribution, Sampling (Statistics), Probability & Statistics, Probability, Statistical Methods, Statistics, Statistical Modeling, Statistical Analysis, Descriptive Statistics

    ★ 3.2 (17) · Beginner · Course · 1 - 4 Weeks

  • S

    Starweaver

    GenAI for Content Creation

    Skills you'll gain: AI Workflows, Prompt Patterns, Generative AI, Prompt Engineering, AI powered creativity, Animations, Visual Storytelling, Anthropic Claude, Video Production, Gemini, Photo/Video Production and Technology, Multimodal Prompts, Content Creation, Responsible AI, Storyboarding, Visualization (Computer Graphics), Cinematography, Ideation, Scripting, Editing

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    BiteSize Python for Absolute Beginners

    Skills you'll gain: Data Structures, Python Programming, Programming Principles, Code Reusability, Data Access, Computational Logic, Data Management, Computational Thinking, Jupyter, Computer Programming Tools

    ★ 4.9 (13) · Beginner · 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

  • I

    Interactive Brokers

    Fundamentals of Equities

    Skills you'll gain: Equities, Investments, Portfolio Risk, Financial Analysis, Financial Statement Analysis, Market Data, Investment Management, Financial Accounting, Financial Trading, Balance Sheet, Financial Market, Business Metrics, Financial Statements, Risk Management, Securities Trading, Risk Analysis, Income Statement, Business Economics, Cash Flows, Product Knowledge

    ★ 4.3 (418) · Beginner · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Practical AI for Professionals

    Skills you'll gain: Feature Engineering, Exploratory Data Analysis, AI Enablement, Artificial Intelligence, AI literacy, Data Literacy, Responsible AI, Data Analysis, Descriptive Statistics, Technology Strategies, Business Strategy, Machine Learning, AI Integrations, Unstructured Data, Predictive Modeling

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    CNNs with TensorFlow: Basics of Machine Learning

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Keras (Neural Network Library), Matplotlib, Plot (Graphics), Artificial Neural Networks, Image Analysis, Deep Learning, Applied Machine Learning, Python Programming, Model Training, Model Evaluation, Model Optimization, Adaptability, Problem Solving

    Intermediate · Guided Project · Less Than 2 Hours

  • B

    Birla Institute of Technology & Science, Pilani

    Designing Multimodal Interfaces

    Skills you'll gain: User Interface (UI) Design, User Interface (UI), Digital Design, User Interface and User Experience (UI/UX) Design, Visual Design, UI/UX Strategy, Human Computer Interaction, Usability, UI Components, Authentications, User Experience Design, Interactive Design, Human Machine Interfaces, Interaction Design, Software Design, Multimodal Prompts, Human Factors, Web Content Accessibility Guidelines, Responsible AI, Data Ethics

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    From Base44 Design to SwiftUI - Building iOS Apps with Ease

    Skills you'll gain: Apple iOS, iOS Development, Swift Programming, Apple Xcode, Application Development, Mobile Development, Prototyping, UI Components, Mobile Development Tools, Apple software proficiency, User Interface (UI), No-Code Development, Knowledge of Apple Software, User Interface (UI) Design, User Experience Design, Data Persistence, Animations

    Beginner · Course · 1 - 3 Months

  • N

    Northeastern University

    Responsible AI for Mental Health

    Skills you'll gain: Responsible AI, Data Ethics, Social Determinants Of Health, Health Equity, Mental Health, Artificial Intelligence, Mental Health Diseases and Disorders, Natural Language Processing, Healthcare Ethics, AI literacy, AI Integrations, Governance, Risk Mitigation, Risk Analysis

    ★ 4.5 (13) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master CNNs with Python: Build, Train & Evaluate Models

    Skills you'll gain: Model Evaluation, Convolutional Neural Networks, Model Training, Image Analysis, Predictive Modeling, Data Preprocessing, Deep Learning, Artificial Neural Networks, Computer Vision, Applied Machine Learning, Python Programming, Cloud Computing, Development Environment

    ★ 4.7 (19) · Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Deep Learning with Real-World Projects

    Skills you'll gain: Recurrent Neural Networks (RNNs), Artificial Neural Networks, Deep Learning, Matplotlib, Convolutional Neural Networks, Linear Algebra, Image Analysis, Plot (Graphics), Data Visualization, NumPy, Scientific Visualization, Machine Learning Algorithms, Keras (Neural Network Library), Statistical Visualization, Pandas (Python Package), Model Training, Applied Machine Learning, Data Science, Artificial Intelligence, Machine Learning

    ★ 4.3 (7) · Beginner · Specialization · 3 - 6 Months

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

  • Estadística y probabilidad: principios de Inferencia: Universidad Nacional Autónoma de México
  • GenAI for Content Creation : Starweaver
  • BiteSize Python for Absolute Beginners: University of Colorado Boulder
  • Initiation à la programmation (en C++): École Polytechnique Fédérale de Lausanne
  • Fundamentals of Equities: Interactive Brokers
  • Practical AI for Professionals: Northeastern University
  • CNNs with TensorFlow: Basics of Machine Learning: Coursera
  • Designing Multimodal Interfaces: Birla Institute of Technology & Science, Pilani
  • From Base44 Design to SwiftUI - Building iOS Apps with Ease: Packt
  • Responsible AI for Mental Health: Northeastern 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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