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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


  • Status: Free Trial
    Free Trial
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    Coursera

    Python NLTK for Beginners: Customer Satisfaction Analysis

    Skills you'll gain: Text Mining, Unstructured Data, Data Analysis, Natural Language Processing, Pandas (Python Package), Data Manipulation, Data Preprocessing, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    13 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
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    EDUCBA

    Forex Trading Strategies and Platform Tools

    Skills you'll gain: Technical Analysis, Market Trend, Trend Analysis, Market Data, Financial Market, Financial Trading, Test Automation, Model Evaluation, Test Script Development, Program Development, Development Testing, Algorithms

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Excel Modeling: Organize, Document & Retrieve

    Skills you'll gain: Version Control, Risk Mitigation, Operational Risk, Microsoft Excel, File Management, Financial Modeling, Document Control, Standard Operating Procedure, Document Management, Records Management, Excel Formulas, Information Architecture, Operational Efficiency, Technical Documentation, Auditing, Process Improvement, Spreadsheet Software

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    EDUCBA

    Capital Budgeting & Investment Analysis Mastery

    Skills you'll gain: Capital Budgeting, Financial Analysis, Financial Management, Investment Management, Return On Investment, Finance, Working Capital, Cash Flows, Tax

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    California Institute of the Arts

    Web Design: Wireframes to Prototypes

    Skills you'll gain: Wireframing, User Interface and User Experience (UI/UX) Design, Mockups, UI/UX Strategy, Responsive Web Design, User Interface (UI), Web Design, User Interface (UI) Design, User Experience, User Experience Design, Prototyping, Web Design and Development, Visual Design, Web Language, UI/UX Research, Graphic and Visual Design, Interactive Design, HTML and CSS, Design Reviews, Design Elements And Principles

    4.9
    Rating, 4.9 out of 5 stars
    ·
    915 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    T

    Total Seminars

    Secure Mobile, IoT & Secure Applications

    Skills you'll gain: Open Web Application Security Project (OWASP), Vulnerability Management, Mobile Security, Application Security, IT Security Architecture, Embedded Software, Hardening, Secure Coding, Infrastructure Security, Security Controls, Security Testing, Security Management, Endpoint Security, Web Applications, Internet Of Things, Security Software, Security Awareness, Security Strategy, API Testing, SQL

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Packt

    AI & LLM Engineering Mastery - GenAI, RAG Complete Guide

    Skills you'll gain: Retrieval-Augmented Generation, OpenAI API, Prompt Patterns, AI Workflows, Generative Model Architectures, Fine-tuning, Model Deployment, Token Optimization, AI Integrations, Applied Machine Learning, Hugging Face, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Memory Management, Object Oriented Programming (OOP), Context Management, API Testing, Document Management, AI literacy, Model Optimization

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Status: Preview
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    U

    University of Alberta

    More Problem Solving, Python Programming, and Video Games

    Skills you'll gain: Program Development, Computational Thinking, Software Development, Event-Driven Programming, Programming Principles, Software Engineering, Debugging, Problem Solving, Game Design, Theoretical Computer Science, Computer Programming, Software Quality (SQA/SQC), Data Structures, Python Programming, Video Game Development, Algorithms, Application Development, Computer Science, Functional Testing, User Interface (UI) Design

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    Six Sigma for Process Improvement

    Skills you'll gain: Statistical Process Controls, Lean Methodologies, Six Sigma Methodology, Lean Six Sigma, Risk Analysis, Quality Improvement, Process Improvement, Process Improvement and Optimization, Continuous Improvement Process, Process Analysis, Process Capability, Project Management, Business Priorities, Stakeholder Management, Data-Driven Decision-Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    21 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    É

    École Polytechnique Fédérale de Lausanne

    Systèmes d’Information Géographique - Partie 1

    Skills you'll gain: Geographic Information Systems, Data Modeling, GIS Software, SQL, Geospatial Information and Technology, Database Design, Spatial Data Analysis, Geospatial Mapping, Database Management, Spatial Analysis, Query Languages, Relational Databases, Database Development, Land Management, Data Store, Environmental Science, Database Management Systems, Data Capture, Data Manipulation, Data Storage

    4.5
    Rating, 4.5 out of 5 stars
    ·
    288 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Sensors and Sensor Circuit Design

    Skills you'll gain: Embedded Systems, Embedded Software, Electronic Systems, Engineering, Scientific, and Technical Instruments, Electronic Hardware, Thermal Management, Electrical and Computer Engineering, Electronics Engineering, Hardware Design, Electronics, Laboratory Experience, Electronic Components, Design Specifications, Schematic Diagrams, Development Environment, Debugging

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.2K reviews

    Advanced · Course · 1 - 3 Months

  • Status: New
    New
    G

    Google Cloud

    Fundamentos do Desenvolvimento de Aplicativos com o GC

    Skills you'll gain: Cloud Development, Cloud Applications, Google Cloud Platform, CI/CD, Continuous Deployment, Cloud API, Cloud-Native Computing, Generative AI, Cloud Deployment, Application Deployment, Software Development, Authentications, Continuous Delivery, Application Performance Management, Data Storage, Data Storage Technologies, Computer Programming Tools, Identity and Access Management, Performance Tuning, Cloud Storage

    Beginner · Course · 1 - 3 Months

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

  • Python NLTK for Beginners: Customer Satisfaction Analysis: Coursera
  • Forex Trading Strategies and Platform Tools: EDUCBA
  • Excel Modeling: Organize, Document & Retrieve: Coursera
  • Capital Budgeting & Investment Analysis Mastery: EDUCBA
  • Web Design: Wireframes to Prototypes: California Institute of the Arts
  • Secure Mobile, IoT & Secure Applications : Total Seminars
  • AI & LLM Engineering Mastery - GenAI, RAG Complete Guide: Packt
  • More Problem Solving, Python Programming, and Video Games: University of Alberta
  • Six Sigma for Process Improvement: SkillUp
  • Systèmes d’Information Géographique - Partie 1: École Polytechnique Fédérale de Lausanne

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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