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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

    Machine Learning with ChatGPT: Image Classification Model

    Skills you'll gain: Model Evaluation, ChatGPT, Generative AI, Fine-tuning, Keras (Neural Network Library), Large Language Modeling, Model Training, Model Optimization, Applied Machine Learning, Data Preprocessing, Image Analysis, Data Import/Export, Test Data, Machine Learning, Python Programming, Artificial Neural Networks

    ★ 4.4 (35) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Report Email Results

    Skills you'll gain: Data Storytelling, Data Presentation, Email Marketing, Performance Reporting, Storytelling, Strategic Communication, User Feedback, Presentations, Report Writing, Business Communication, Business Reporting, Performance Analysis, Key Performance Indicators (KPIs), Constructive Feedback, Stakeholder Engagement, Continuous Improvement Process

    Beginner · Course · 1 - 4 Weeks

  • S

    Sungkyunkwan University

    Fundamentals of CNNs and RNNs

    Skills you'll gain: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Image Analysis, Computer Vision, Artificial Neural Networks, Natural Language Processing, Deep Learning, Machine Learning

    ★ 4.4 (40) · Beginner · Course · 1 - 3 Months

  • B

    Board Infinity

    No-Code AI Essentials: Master AI Concepts & Use Cases

    Skills you'll gain: Responsible AI, Data Ethics, Risking, AI Enablement, Business Priorities, Generative AI Agents, LLM Application, No-Code Development, Governance, Artificial Intelligence, Large Language Modeling, Generative AI, AI Workflows, Needs Assessment, Return On Investment, Feasibility Studies, Agentic systems, Case Studies, Data Quality

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Microsoft Cloud Support Associate

    Skills you'll gain: Microsoft Azure, Generative AI, Data Storage Technologies, Virtual Networking, Dashboard Creation, Data Storage, Hybrid Cloud Computing, Systems Administration, Generative Model Architectures, Enterprise Application Management, Hardware Troubleshooting, Network Support, Hardware Architecture, Cloud Computing, Data Management, Virtualization and Virtual Machines, Data Maintenance, Collaborative Software, Security Controls, Network Protocols

    ★ 4.7 (1.6K) · Beginner · Professional Certificate · 3 - 6 Months

  • K

    Kennesaw State University

    Six Sigma Green Belt

    Skills you'll gain: Statistical Process Controls, Statistical Hypothesis Testing, Process Capability, Team Management, Team Performance Management, Quality Improvement, Root Cause Analysis, Six Sigma Methodology, Lean Six Sigma, Lean Methodologies, Team Building, Exploratory Data Analysis, Process Improvement, Quality Control, Probability & Statistics, Probability Distribution, Process Improvement and Optimization, Statistical Methods, Process Analysis, Data Literacy

    ★ 4.7 (4.8K) · Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Deep Learning with PyTorch : Image Segmentation

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

    ★ 4.4 (228) · Intermediate · Guided Project · Less Than 2 Hours

  • B

    British Standards Institution

    AI Management Essentials: Integrating ISO 42001 & ISO 23894

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Data Governance, Risk Management Framework, Risk Management, Compliance Management, Accountability Frameworks, Risk Analysis, Risk Mitigation, Data Quality, Regulatory Compliance, Governance, Human Machine Interfaces, Trustworthiness

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Análisis exploratorio de datos con Python y Pandas

    Skills you'll gain: Exploratory Data Analysis, Pandas (Python Package), Data Visualization, Seaborn, Plot (Graphics), Jupyter, Matplotlib, Data Analysis, Data Science, Statistical Analysis, NumPy, Data Manipulation, Data Cleansing, Descriptive Statistics, Python Programming, Data Quality

    ★ 4.1 (15) · Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Google Workspace Administrator

    Skills you'll gain: User Provisioning, Data Governance, Google Workspace, Data Loss Prevention, Gmail, User Accounts, Google Gemini, Information Management, Email Security, Data Management, Data Security, Document Management, Identity and Access Management, Mobile Security, Records Management, Cloud Management, Data Storage, Security Management, Cloud Security, Technical Support and Services

    ★ 4.7 (1.5K) · Beginner · Professional Certificate · 1 - 4 Weeks

  • K

    KodeKloud

    Rust Programming - Advanced Concepts

    Skills you'll gain: Rust (Programming Language), Unit Testing, Development Testing, Continuous Integration, Network Protocols, TCP/IP, System Programming, C and C++, Integration Testing, Web Applications, Memory Management, Data Structures, Functional Design

    Advanced · Course · 1 - 3 Months

  • B

    Board Infinity

    Java Programming Fundamentals for Spring Boot Development

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Java Programming, Spring Framework, Java, Spring Boot, Computer Programming, Code Reusability, Programming Principles, Application Frameworks, Data Structures, Model View Controller, Eclipse (Software), Development Environment

    Intermediate · Course · 1 - 4 Weeks

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

  • Machine Learning with ChatGPT: Image Classification Model: Coursera
  • Report Email Results: Coursera
  • Fundamentals of CNNs and RNNs: Sungkyunkwan University
  • No-Code AI Essentials: Master AI Concepts & Use Cases: Board Infinity
  • Microsoft Cloud Support Associate: Microsoft
  • Six Sigma Green Belt: Kennesaw State University
  • Deep Learning with PyTorch : Image Segmentation : Coursera
  • AI Management Essentials: Integrating ISO 42001 & ISO 23894: British Standards Institution
  • Análisis exploratorio de datos con Python y Pandas: Coursera
  • Google Workspace Administrator: Google Cloud

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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