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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
    S

    Scrimba

    API Basics 1: Build a Bot (Fetch, JSON & Async JavaScript)

    Skills you'll gain: JSON, Application Programming Interface (API), Restful API, Javascript, Web Applications, Hypertext Markup Language (HTML), Servers, Cascading Style Sheets (CSS)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Google Cloud でデータレイクとデータ ウェアハウスを構築する

    Skills you'll gain: Data Lakes, Data Pipelines, Data Architecture, Data Warehousing, Data Governance, Metadata Management, Google Cloud Platform, Data Management, Cloud Storage, Data Storage Technologies, Big Data, Cloud Security, Applied Machine Learning, Advanced Analytics

    4.3
    Rating, 4.3 out of 5 stars
    ·
    48 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    React Native: Developing Android and iOS Apps

    Skills you'll gain: React Native, Mobile Development, iOS Development, Apple iOS, Android Development, Mobile Development Tools, UI Components, Cross Platform Development, React Redux, Application Development, React.js, Application Frameworks, Development Environment, Debugging, Context Management, Software Development, Data Persistence, Command-Line Interface, Data Validation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    22 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Java Testing

    Skills you'll gain: JUnit, Test Driven Development (TDD), Unit Testing, Software Testing, Test Case, Eclipse (Software), Test Script Development, Test Data, Development Testing, Test Automation, Test Execution Engine, Integrated Development Environments, Testability, Java, Test Tools

    3.8
    Rating, 3.8 out of 5 stars
    ·
    73 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    S

    Starweaver

    Gen AI Sales Forecasting and Marketing Analysis

    Skills you'll gain: Responsible AI, Data-Driven Marketing, Data Ethics, Google Gemini, Customer Analysis, Marketing Analytics, Generative AI, Business Marketing, Personalized Campaigns, Governance, AI Security, Sales Strategy, AI Personalization, Customer Insights, Marketing Strategies, Forecasting, Automation, Analysis, Process Optimization, Visualization (Computer Graphics)

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    L

    Logical Operations

    Crystal Reports: Running Totals and Cross-Tabs

    Skills you'll gain: Report Writing, Business Reporting, Data Presentation, Microsoft Access, Data Analysis, Business Intelligence Software, Business Intelligence, Data Analysis Software, Microsoft Office

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Microsoft Access 2021 - Beginner to Advanced

    Skills you'll gain: Database Development, Database Software, Database Management Systems, Data Sharing, Database Architecture and Administration, Microsoft SQL Servers, Data Integration, Management Reporting, Report Writing, IT Automation, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design

    Intermediate · Course · 3 - 6 Months

  • Status: Free
    Free
    C

    Coursera

    Create an A/B web page marketing test with Google Optimize

    Skills you'll gain: A/B Testing, Google Analytics, Web Analytics, User Experience, Content Optimization, Web Content, Data-Driven Marketing, Target Audience, Test Tools, Marketing Effectiveness, Personalized Campaigns, Marketing, Analytics

    4.3
    Rating, 4.3 out of 5 stars
    ·
    111 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    S

    Starweaver

    Introduction to Automotive Cybersecurity & Vehicle Networks

    Skills you'll gain: Cyber Governance, Cybersecurity, Cyber Security Policies, Intrusion Detection and Prevention, Cryptography, Network Security, Cyber Risk, Cryptographic Protocols, Cyber Attacks, IT Security Architecture, Cyber Security Assessment, Cyber Security Strategy, Threat Management, Risk Management Framework, Threat Detection, Encryption, Incident Response

    3.4
    Rating, 3.4 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    Intro to SQL

    Skills you'll gain: SQL, Relational Databases, Database Design, Database Management, Database Application, Query Languages, Databases, Data Manipulation, Database Management Systems

    4.5
    Rating, 4.5 out of 5 stars
    ·
    31 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    MySQL with Information Technology

    Skills you'll gain: MySQL Workbench, MySQL, Database Development, Database Management, Databases, Database Management Systems, Relational Databases, Management Information Systems, SQL

    4.4
    Rating, 4.4 out of 5 stars
    ·
    32 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    University of Michigan

    Leveraging Generative AI for Social Impact Organizations

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Responsible AI, AI Workflows, Generative AI, AI Integrations, Data Ethics, AI literacy, Social Impact, Artificial Intelligence, Ethical Standards And Conduct

    4.5
    Rating, 4.5 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 3 Months

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

  • API Basics 1: Build a Bot (Fetch, JSON & Async JavaScript): Scrimba
  • Google Cloud でデータレイクとデータ ウェアハウスを構築する: Google Cloud
  • React Native: Developing Android and iOS Apps: SkillUp
  • Java Testing: LearnQuest
  • Gen AI Sales Forecasting and Marketing Analysis: Starweaver
  • Crystal Reports: Running Totals and Cross-Tabs: Logical Operations
  • Microsoft Access 2021 - Beginner to Advanced: Packt
  • Create an A/B web page marketing test with Google Optimize: Coursera
  • Introduction to Automotive Cybersecurity & Vehicle Networks: Starweaver
  • Intro to SQL: Scrimba

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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