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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

    Build & Adapt LLM Models with Confidence

    Skills you'll gain: Model Deployment, LLM Application, Fine-tuning, Large Language Modeling, System Monitoring, Open Web Application Security Project (OWASP), Scalability, Generative Model Architectures, Hugging Face, Continuous Monitoring, AI Integrations, Load Balancing, Performance Tuning, Application Deployment, Model Optimization, Transfer Learning, AI Security, Applied Machine Learning, Application Security, API Design

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    TIBCO BW Integration: Design, Implement & Test

    Skills you'll gain: File Transfer Protocol (FTP), Transaction Processing, Verification And Validation, Integration Testing, Data Integration, Data Mapping, Data Validation, Development Testing, Middleware, Systems Integration, Data Access, Code Reusability, Database Management Systems, Process Modeling, Databases, File Management

    Mixed · Course · 1 - 4 Weeks

  • W

    Whizlabs

    NVIDIA: Fundamentals of Machine Learning

    Skills you'll gain: Data Preprocessing, Unsupervised Learning, Model Evaluation, Time Series Analysis and Forecasting, Supervised Learning, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Model Training, Feature Engineering, Artificial Intelligence, Deep Learning, Classification Algorithms, Generative AI, Model Optimization, Regression Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    28 reviews

    Intermediate · Course · 1 - 4 Weeks

  • S

    SkillUp

    Java Development with Databases 

    Skills you'll gain: Hibernate (Java), Object-Relational Mapping, Spring Boot, Restful API, Java, NoSQL, Database Development, Spring Framework, SQL, Database Systems, Databases, Database Design, Application Frameworks, Java Programming, Data Access, Database Management, Relational Databases, Back-End Web Development, Software Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • F

    Fractal Analytics

    Generative AI for Business - A Leaders' Handbook

    Skills you'll gain: Generative AI, AI Product Strategy, Generative Adversarial Networks (GANs), Business Leadership, Responsible AI, Strategic Leadership, Key Performance Indicators (KPIs), AI Integrations, Corporate Strategy, Data Ethics, Customer Engagement, Governance, Data Governance

    4.2
    Rating, 4.2 out of 5 stars
    ·
    37 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    The Merkle Tree and Cryptocurrencies

    Skills you'll gain: Blockchain, Cryptography, Data Integrity, Encryption, Cryptographic Protocols, FinTech, Transaction Processing, Data Structures, Verification And Validation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    26 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Skillshare

    Adobe Illustrator Basics for Beginners

    Skills you'll gain: Adobe Illustrator, Color Theory, Graphics Software, Creative Design, Design Elements And Principles, Graphical Tools, Graphic and Visual Design, Visualization (Computer Graphics), Data Import/Export, Design Software, Graphic Design, Graphic and Visual Design Software

    Beginner · Course · 1 - 4 Weeks

  • W

    Whizlabs

    Exam Prep SCS-C02: AWS Certified Security – Specialty

    Skills you'll gain: AWS Identity and Access Management (IAM), Identity and Access Management, Amazon Web Services, Patch Management, Amazon CloudWatch, Infrastructure Security, Threat Detection, Amazon S3, Vulnerability Scanning, Data Security, Cloud Security, Network Security, Threat Management, Incident Response, Data Governance, Security Assertion Markup Language (SAML), Authorization (Computing), Continuous Monitoring, Cyber Governance, Firewall

    4.4
    Rating, 4.4 out of 5 stars
    ·
    28 reviews

    Advanced · Specialization · 1 - 3 Months

  • U

    Università di Napoli Federico II

    Finance

    Skills you'll gain: Market Liquidity, Financial Systems, Financial Market, Portfolio Management, Securities Trading, Investments, Securities (Finance), Equities, Portfolio Risk, Financial Trading, Investment Management, Capital Markets, Finance, Market Dynamics, Risk Analysis, Economics, Risk Modeling, Market Data, Statistical Methods, Probability Distribution

    4.4
    Rating, 4.4 out of 5 stars
    ·
    9 reviews

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Certificado: Google Cloud Digital Leader

    Skills you'll gain: Cloud Security, Digital Transformation, Real Time Data, Cloud Management, Serverless Computing, Google Cloud Platform, Cloud Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Cloud Solutions, Data Security, Application Programming Interface (API), Cloud Computing, Model Training, Data Strategy, Cost Management, Cloud Storage, Containerization, Cybersecurity, Cloud Applications, Cloud Platforms

    4.8
    Rating, 4.8 out of 5 stars
    ·
    43 reviews

    Beginner · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Lean Six Sigma Green Belt Professional Training

    Skills you'll gain: Process Mapping, Six Sigma Methodology, Lean Six Sigma, Quality Improvement, Organizational Change, Lean Methodologies, Statistical Hypothesis Testing, Process Improvement and Optimization, Lean Manufacturing, Organizational Leadership, Quality Management, Process Analysis, Process Improvement, Correlation Analysis, Project Scoping, Kaizen Methodology, Data-Driven Decision-Making, Root Cause Analysis, Statistical Analysis, Quality Monitoring

    5
    Rating, 5 out of 5 stars
    ·
    75 reviews

    Beginner · Specialization · 1 - 3 Months

  • P

    Princeton University

    Алгоритмы, часть I

    Skills you'll gain: Data Structures, Algorithms, Java Programming, Java, Graph Theory, Theoretical Computer Science, Memory Management, Spatial Data Analysis, Simulations

    4.8
    Rating, 4.8 out of 5 stars
    ·
    84 reviews

    Intermediate · Course · 3 - 6 Months

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

  • Build & Adapt LLM Models with Confidence: Coursera
  • TIBCO BW Integration: Design, Implement & Test: EDUCBA
  • NVIDIA: Fundamentals of Machine Learning: Whizlabs
  • Java Development with Databases : SkillUp
  • Generative AI for Business - A Leaders' Handbook: Fractal Analytics
  • The Merkle Tree and Cryptocurrencies: University of California, Irvine
  • Adobe Illustrator Basics for Beginners: Skillshare
  • Exam Prep SCS-C02: AWS Certified Security – Specialty: Whizlabs
  • Finance: Università di Napoli Federico II
  • Certificado: Google Cloud Digital Leader: 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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