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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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    Packt

    Network Security, Automation, and Exam Preparation

    Skills you'll gain: Network Security, Network Administration, Infrastructure Security, Ansible, Firewall, Security Controls, Wireless Networks, Network Monitoring, Computer Networking, Identity and Access Management, Network Protocols, Authorization (Computing), Scripting, Authentications, Automation, Test Planning, Encryption, Data Modeling

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Prescriptive Analytics Project Ideation

    Skills you'll gain: Simulations, Operations Research, Advanced Analytics, Process Mapping, Operational Analysis, Process Optimization, Project Scoping, Project Planning, Production Planning, Capacity Planning, Solution Design, Needs Assessment, Business Analysis, Analytics, Portfolio Management, Investment Management, Complex Problem Solving, Staff Management

    Beginner · Course · 1 - 3 Months

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

    The World of Computer Networking: Your CCNA starts here

    Skills you'll gain: Dynamic Host Configuration Protocol (DHCP), Routing Protocols, Network Routing, TCP/IP, Network Routers, Virtual Private Networks (VPN), OSI Models, Computer Networking, General Networking, Network Protocols, Networking Hardware, Network Switches, Network Troubleshooting, Local Area Networks, Network Performance Management, Network Infrastructure, Wireless Networks, Network Security, Network Model, Network Analysis

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    M

    Microsoft

    Manipulate Text Like a Pro with stringr

    Skills you'll gain: Data Manipulation, R Programming, Tidyverse (R Package), Text Mining, Data Wrangling, Data Transformation, Data Cleansing, Performance Tuning, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Python for OOP - The A to Z OOP Python Programming Course

    Skills you'll gain: Programming Principles, Computer Programming, Software Design

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
    Free Trial
    C

    Coursera

    Secure AI: Threat Model & Test Endpoints

    Skills you'll gain: Threat Modeling, AI Security, DevSecOps, Security Testing, Continuous Monitoring, CI/CD, Threat Detection, Secure Coding, MITRE ATT&CK Framework, DevOps, System Monitoring, Application Security, Continuous Integration, MLOps (Machine Learning Operations), Scripting, Unit Testing, Test Case, Prompt Engineering, Integration Testing

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Mulesoft Integration on Salesforce Platform

    Skills you'll gain: OAuth, Salesforce Development, Authentications, Salesforce, Cloud Deployment, Cloud-Based Integration, Systems Integration, Application Programming Interface (API), Application Deployment, Data Integration, API Design, Data Mapping, Restful API, Application Performance Management, System Monitoring, Data Transformation, Secure Coding, Event Monitoring, Security Controls, Real Time Data

    Advanced · Course · 1 - 4 Weeks

  • Status: New
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    Status: Preview
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    Coursera

    Sustainable Practices in High-Tech Manufacturing

    Skills you'll gain: Waste Minimization, Environmental Social And Corporate Governance (ESG), Sustainable Technologies, Environmental Regulations, Environmental Monitoring, Sustainable Design, Sustainability Reporting, Corporate Sustainability, Compliance Management, Regulatory Compliance, Manufacturing and Production, Manufacturing Processes, Energy and Utilities, Operational Efficiency, Materials science, AI Enablement, Internet Of Things, Climate Change Mitigation, Capital Markets, Innovation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    P

    Princeton University

    비트코인 및 암호화폐 기술

    Skills you'll gain: Blockchain, Cryptography, Payment Systems, Application Security, Encryption, Digital Assets, Network Protocols, Security Engineering, Data Storage, Financial Regulation, Distributed Computing, Transaction Processing, Market Analysis

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    Salesforce Experience (Community) Cloud Consultant Training

    Skills you'll gain: Salesforce, Data Sharing, Authentications, Web Analytics, Single Sign-On (SSO), User Accounts, Data Access, Drive Engagement, Cloud Development, Customer experience improvement, Dashboard, Role-Based Access Control (RBAC), Registration, Content Management

    Advanced · Course · 3 - 6 Months

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    Packt

    Introduction to AI Tools for Coders and Programmers

    Skills you'll gain: ChatGPT, Computer Programming Tools, Software Development Tools, Microsoft Copilot, Integrated Development Environments, Web Development Tools, Code Review, Application Programming Interface (API), React.js, Unit Testing, Jest (JavaScript Testing Framework), Node.JS, Debugging, Middleware

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Materials and Textures in Unreal Engine 5

    Skills you'll gain: Unreal Engine, 3D Assets, 3D Modeling, Game Design, Video Game Development, Computer Graphics, Animation and Game Design, Virtual Environment

    Intermediate · Course · 1 - 4 Weeks

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

  • Network Security, Automation, and Exam Preparation: Packt
  • Prescriptive Analytics Project Ideation: University of Minnesota
  • The World of Computer Networking: Your CCNA starts here: Packt
  • Manipulate Text Like a Pro with stringr: Microsoft
  • Python for OOP - The A to Z OOP Python Programming Course: Packt
  • Secure AI: Threat Model & Test Endpoints: Coursera
  • Mulesoft Integration on Salesforce Platform: Coursera
  • Sustainable Practices in High-Tech Manufacturing: Coursera
  • 비트코인 및 암호화폐 기술: Princeton University
  • Salesforce Experience (Community) Cloud Consultant Training: Packt

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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