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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


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    Coursera

    Automate Cloud Workflows with Python Scripting

    Skills you'll gain: Infrastructure as Code (IaC), Scripting, Cloud Deployment, Data Persistence, Python Programming, Command-Line Interface, Virtual Machines, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Deep Learning with Python: CNN, ANN & RNN

    Skills you'll gain: Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Keras (Neural Network Library), Image Analysis, Deep Learning, Tensorflow, Computer Vision, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Data Manipulation, Data Transformation, Financial Forecasting, Data Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Python Programming, Customer Analysis, Applied Machine Learning, Cloud Computing

    4.6
    Rating, 4.6 out of 5 stars
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    47 reviews

    Beginner · Specialization · 1 - 3 Months

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    Edureka

    Financial Automation with Generative AI

    Skills you'll gain: Responsible AI, Data Ethics, Data Governance, Workflow Management, No-Code Development, Financial Data, Accounting and Finance Software, Artificial Intelligence, Financial Management, Generative AI, Automation, Financial Forecasting, Financial Regulation, Finance, Financial Reporting, Data Management, Financial Analysis, Accounting, Strategic Decision-Making, Securities (Finance)

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Advanced Programming with Ladder, FBD & Structured Text

    Skills you'll gain: Programmable Logic Controllers, Performance Tuning

    Advanced · Course · 1 - 3 Months

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    University of Pennsylvania

    The Business of Health Care

    Skills you'll gain: People Management, Financial Reporting, Financial Acumen, Financial Data, Financial Statements, Social Determinants Of Health, Managed Care, Operations Management, Income Statement, Employee Performance Management, Financial Analysis, Leadership and Management, Health Systems, Health Care Administration, Innovation, Value-Based Care, Process Improvement and Optimization, Decision Making, Health Care Procedure and Regulation, Insurance

    4.6
    Rating, 4.6 out of 5 stars
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    2K reviews

    Beginner · Specialization · 3 - 6 Months

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    University of California San Diego

    Bioinformatics

    Skills you'll gain: Bioinformatics, Molecular Biology, Dimensionality Reduction, Unsupervised Learning, Data Analysis, Markov Model, Network Analysis, Biochemistry, Biotechnology, Life Sciences, Infectious Diseases, Microbiology, Statistical Analysis, Biology, Algorithms, Data Preprocessing, Machine Learning, Data Analysis Software, Data Mapping, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
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    1.3K reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Michigan

    Writing and Editing: Word Choice and Word Order

    Skills you'll gain: Writing, Storytelling, Editing, Detail Oriented, Resourcefulness, Decision Making, Creativity, Communication Strategies, Professionalism, Time Management

    4.7
    Rating, 4.7 out of 5 stars
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    2K reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Illinois at Urbana-Champaign

    Graduate Certificate in Strategic Leadership & Management

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

    Credit offered

    Graduate Certificate · 6 - 12 Months

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    Universitat Politècnica de València

    Fundamentos TIC para negocios: Ciberseguridad

    Skills you'll gain: Quality Management, Digital Content, Digital Advertising, Information Technology, Security Awareness, Safety and Security, Information Privacy, Cybersecurity, Cyber Attacks, Data Security, Business Technologies, Information Systems, E-Commerce, Global Marketing, Digital Transformation, Business Process, Business Strategy, Intellectual Property

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Apply Technical Analysis & Market Models for Trading

    Skills you'll gain: Technical Analysis, Financial Trading, Financial Market, Portfolio Risk, Derivatives, Market Analysis, Statistical Analysis, Market Dynamics, Market Data, Risk Analysis, Data Validation, Trend Analysis, Performance Analysis, Probability Distribution, Behavioral Economics, Model Evaluation, Consolidation, Risk Management

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    CMO Excellence: Leading Marketing Teams for Impact

    Skills you'll gain: Customer experience strategy (CX), Marketing Effectiveness, Growth Strategies, Marketing Analytics, Customer Insights, Cross-Functional Collaboration, Strategic Marketing, Marketing Strategies, Business Leadership, Marketing Management, Brand Strategy, Data-Driven Decision-Making, Performance Measurement, Innovation, Thought Leadership, Integrated Marketing Communications, Team Motivation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    HTML, CSS, and JavaScript Basics with Simple Projects

    Skills you'll gain: Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), User Interface (UI), User Experience Design, Web Design and Development, Development Environment, Front-End Web Development, Javascript, Web Development, Web Applications, Responsive Web Design, Microsoft Visual Studio, Real Time Data, Data Validation

    Beginner · Course · 1 - 3 Months

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1…272273274…834

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

  • Automate Cloud Workflows with Python Scripting: Coursera
  • Deep Learning with Python: CNN, ANN & RNN: EDUCBA
  • Financial Automation with Generative AI: Edureka
  • Advanced Programming with Ladder, FBD & Structured Text: Packt
  • The Business of Health Care: University of Pennsylvania
  • Bioinformatics: University of California San Diego
  • Writing and Editing: Word Choice and Word Order: University of Michigan
  • Graduate Certificate in Strategic Leadership & Management: University of Illinois at Urbana-Champaign
  • Fundamentos TIC para negocios: Ciberseguridad: Universitat Politècnica de València
  • Apply Technical Analysis & Market Models for Trading: EDUCBA

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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