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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


  • I

    Infosec

    Digital Forensics Concepts

    Skills you'll gain: Digital Forensics, grep, TCP/IP, Network Protocols, Data Security, General Networking, Record Keeping, Data Integrity, File Management, Ethical Standards And Conduct, Encryption, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
    ·
    270 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    VLSI CAD Part I: Logic

    Skills you'll gain: Computational Logic, Application Specific Integrated Circuits, Theoretical Computer Science, Data Structures, Verification And Validation, Systems Design, Algorithms, Programming Principles, Design Software, Model Optimization, Digital Design

    4.6
    Rating, 4.6 out of 5 stars
    ·
    557 reviews

    Intermediate · Course · 1 - 3 Months

  • S

    SkillsBooster Academy

    Mastering Google Antigravity: From Setup to Real Projects

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, AI Workflows, Vibe coding, Generative AI Agents, Software Development Tools, Artificial Intelligence, Generative AI, AI Personalization, Google Workspace, Code Review, Software Development, Responsible AI, Application Deployment, Design Software, Front-End Web Development, Software Engineering, React.js, Web Development, Javascript

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    LLM Optimization & Evaluation

    Skills you'll gain: Apache Airflow, MLOps (Machine Learning Operations), Fine-tuning, User Acceptance Testing (UAT), Prompt Patterns, LLM Application, AI Security, Extract, Transform, Load, Scripting, Technical Communication, SQL, Model Optimization, Data Pipelines, Data Presentation, Large Language Modeling, Python Programming, Performance Tuning, Root Cause Analysis, Statistical Analysis, Version Control

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Mastering Advanced SQL Queries

    Skills you'll gain: SQL, Query Languages, Generative AI, Maintainability

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced React Patterns, Testing, and Next.js

    Skills you'll gain: React Redux, React.js, Frontend Performance, Full-Stack Web Development, Unit Testing, Performance Tuning, JavaScript Frameworks, Frontend Integration, Code Reusability, Software Testing, Server Side, Software Design Patterns, UI Components, Data Validation, User Interface (UI)

    Intermediate · Course · 1 - 3 Months

  • A

    Automatic Data Processing, Inc. (ADP)

    First-Time Manager Essentials: Leading Teams

    Skills you'll gain: Storytelling, Recruitment, Talent Recruitment, Recognizing Others, Professional Networking, Trustworthiness, Applicant Tracking Systems, Recruitment Strategies, Relationship Building, Team Building, Team Leadership, Team Motivation, Team Performance Management, Talent Acquisition, Team Management, Employee Coaching, Team Collaboration, Team Oriented, Talent Pipelining, Verbal Communication Skills

    4.6
    Rating, 4.6 out of 5 stars
    ·
    37 reviews

    Beginner · Specialization · 1 - 3 Months

  • H

    H2O.ai

    Large Language Models

    Skills you'll gain: Large Language Modeling, LLM Application, Model Evaluation, Fine-tuning, Collaborative Software, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Generative AI, Data Management, Model Training, Data Preprocessing, Generative Model Architectures, Natural Language Processing, Data Validation, Data Cleansing, Transfer Learning, Verification And Validation, Data Quality

    3.6
    Rating, 3.6 out of 5 stars
    ·
    14 reviews

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Feature Engineering en Español

    Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Data Transformation, Data Processing, Keras (Neural Network Library), Machine Learning Methods, Data Modeling, Machine Learning, Python Programming, Statistical Methods

    4.4
    Rating, 4.4 out of 5 stars
    ·
    37 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Applied Bank Branch Operations & Management

    Skills you'll gain: Retail Banking, Bank Regulations, Customer Analysis, Lending and Underwriting, Loan Origination, Commercial Lending, Banking Services, Banking, Loan Documentation, Consumer Lending, Deposit Accounts, Mortgage Loans, Data-Driven Marketing, Payment Systems, Credit/Debit Card Processing, General Lending, Service Design, Financial Inclusion, Regulatory Compliance, Commercial Banking

    4.9
    Rating, 4.9 out of 5 stars
    ·
    68 reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Professional Documentation and Rendering in SketchUp

    Skills you'll gain: SketchUp (3D Modeling Software), Visual Storytelling, Model Optimization, Design Software, Layout Design, Visualization (Computer Graphics), Software Documentation, Generative AI, 3D Modeling, Document Management, Design, Digital Design, Animations, AI Integrations, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Java Spring Boot Backend Development

    Skills you'll gain: Restful API, Object Oriented Programming (OOP), Object Oriented Design, Java Programming, Spring Framework, Java, Spring Boot, API Design, Application Programming Interface (API), Hibernate (Java), Data Validation, Development Testing, Verification And Validation, Authentications, Model View Controller, Back-End Web Development, Computer Programming, Code Reusability, Object-Relational Mapping, Server Side

    Intermediate · Specialization · 1 - 3 Months

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

  • Digital Forensics Concepts: Infosec
  • VLSI CAD Part I: Logic: University of Illinois Urbana-Champaign
  • Mastering Google Antigravity: From Setup to Real Projects: SkillsBooster Academy
  • LLM Optimization & Evaluation: Coursera
  • Mastering Advanced SQL Queries: Coursera
  • Advanced React Patterns, Testing, and Next.js: Packt
  • First-Time Manager Essentials: Leading Teams: Automatic Data Processing, Inc. (ADP)
  • Large Language Models: H2O.ai
  • Feature Engineering en Español: Google Cloud
  • Applied Bank Branch Operations & Management: 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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