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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

    Illinois Tech

    Cloud Computing: Infrastructure and Platforms

    Skills you'll gain: Virtualization, Cloud-Native Computing, Network Security, Cloud Computing, Amazon Web Services, Infrastructure as Code (IaC), Cloud Computing Architecture, Virtualization and Virtual Machines, Virtual Machines, Network Troubleshooting, Cloud Platforms, Cloud Storage, Cloud Technologies, Virtual Networking, Software-Defined Networking, Network Monitoring, Threat Modeling, Data Centers, Virtual Local Area Network (VLAN), Cloud Security

    4.6 stars, 32 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (32) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of California, Irvine

    Salesforce Integration

    Skills you'll gain: Salesforce, Salesforce Development, Data Quality, Data Modeling, Business Process Automation, Data Management, Business Process, User Accounts, Customer Relationship Management, Dashboard, Automation, Identity and Access Management, Business Reporting, Report Writing, Data Security, Cloud Computing

    4 stars, 25 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4 (25) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Dive Deep into Python

    Skills you'll gain: File I/O, Object Oriented Programming (OOP), Python Programming, Programming Principles, Code Reusability, Object Oriented Design, File Management, Data Structures, Computer Programming, Algorithms, Data Storage, Computational Logic

    3.9 stars, 12 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.9 (12) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • B

    Board Infinity

    Fundamentals Of Microfrontends

    Skills you'll gain: Microservices, Frontend Integration, JavaScript Frameworks, Microarchitecture, Front-End Web Development, Event-Driven Programming, Web Design, Secure Coding, Software Design, Scalability, Server Side, Maintainability, Data Sharing

    3.9 stars, 18 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.9 (18) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • V

    Vanderbilt University

    Capstone MOOC for "Android App Development"

    Skills you'll gain: Android Development, Software Testing, Mobile Development, Java, Development Testing, Unit Testing, Application Development, Integration Testing, Event-Driven Programming, User Interface (UI), Data Persistence

    4.4 stars, 69 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (69) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Feature Engineering - 한국어

    Skills you'll gain: Feature Engineering, Data Preprocessing, Model Optimization, Dataflow, Tensorflow, Data Pipelines, Data Processing, Keras (Neural Network Library), Applied Machine Learning, Data Store, Machine Learning Methods, Data Transformation, Statistical Machine Learning, Real Time Data, Google Cloud Platform

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Using Cloud Error Reporting to Remediate Workload Issues on GKE

    Skills you'll gain: Kubernetes, Cloud Services, Google Cloud Platform, Cloud Management, Issue Tracking, Service Management, Debugging, Problem Management, DevOps

    Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    Forecast Business Metrics: Uncover Value Drivers

    Skills you'll gain: Supervised Learning, Financial Forecasting, Forecasting, Applied Machine Learning, Predictive Modeling, Predictive Analytics, Model Evaluation, Advanced Analytics, Business Analytics, Data Storytelling, Data-Driven Decision-Making, Business Metrics, Performance Analysis, Regression Analysis, Data Science, Stakeholder Communications, Technical Communication, Model Training

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Indian Institute for Human Settlements

    Shaping Urban Futures

    Skills you'll gain: Innovation, Sustainable Development, Community Development, Spatial Analysis, Environmental Issue, Social Sciences, Policy Analysis, Demography, Climate Change Adaptation, Environmental Policy, Socioeconomics, Systems Thinking, Economic Development, Sociology, Emerging Technologies, Cultural Diversity, Big Data, Data Literacy, Research Methodologies

    4.6 stars, 58 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (58) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Michigan

    Estructuras de datos de Python

    Skills you'll gain: File I/O, Data Structures, Programming Principles, Data Manipulation, Software Installation, Python Programming, Data Processing, Development Environment

    4.8 stars, 22 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (22) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • D

    DeepLearning.AI

    Functions, Tools and Agents with LangChain

    Skills you'll gain: LangChain, LLM Application, Tool Calling, ChatGPT, Large Language Modeling, Generative AI Agents, Application Development, Python Programming

    4.7 stars, 128 reviews, Intermediate, Project, Less Than 2 Hours

    ★ 4.7 (128) · Intermediate · Project · Less Than 2 Hours

    Category: Free
    Free
  • A

    Amazon Web Services

    Amazon Bedrock Customization, Optimization & Automation

    Skills you'll gain: Amazon Bedrock, Fine-tuning, LangChain, Generative AI, Model Training, Model Optimization, Artificial Intelligence, Token Optimization, Prompt Engineering, Transfer Learning, LLM Application, AI Workflows, Model Evaluation, Data Processing

    4.8 stars, 40 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (40) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data collection courses

  • Cloud Computing: Infrastructure and Platforms: Illinois Tech
  • Salesforce Integration: University of California, Irvine
  • Dive Deep into Python: Board Infinity
  • Fundamentals Of Microfrontends: Board Infinity
  • Capstone MOOC for "Android App Development": Vanderbilt University
  • Feature Engineering - 한국어: Google Cloud
  • Using Cloud Error Reporting to Remediate Workload Issues on GKE: Google Cloud
  • Forecast Business Metrics: Uncover Value Drivers: Coursera
  • Shaping Urban Futures: Indian Institute for Human Settlements
  • Estructuras de datos de Python: University of Michigan

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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