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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


  • M

    Microsoft

    Preparing Data for Analytics in Microsoft Fabric

    Skills you'll gain: Data Modeling, Power BI, Data Lakes, Star Schema, Microsoft Power Platform, Database Design, Data Warehousing, Data Transformation, Extract, Transform, Load, Business Reporting, Microsoft Azure, Data Validation, Analytics, Data Quality, Data Architecture, Generative AI, SQL, Verification And Validation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Pittsburgh

    Cloud Computing for Data Science

    Skills you'll gain: Apache Hadoop, Cloud Computing, Cloud Deployment, Apache Spark, Web Services, Cloud Technologies, Cloud Services, Virtualization and Virtual Machines, Cloud Computing Architecture, PySpark, Cloud Infrastructure, Cloud Development, Distributed Computing, Data Processing, Cloud Storage, Docker (Software), Virtualization, Containerization, Restful API, Data Architecture

    4.6 stars, 7 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (7) · Intermediate · Specialization · 1 - 3 Months

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

    STARWEAVER

    GenAI Data Engineering and RAG Systems

    Skills you'll gain: AI Personalization, System Monitoring, Generative AI, Data Processing, Extract, Transform, Load, Scalability, Large Language Modeling, Data Architecture, Data Pipelines, Context Management, Performance Tuning, Continuous Monitoring, Database Systems, Data Quality, Talent Pipelining, Process Optimization, Engineering

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    Talend

    Talend Data Integration Certification Preparation training

    Skills you'll gain: Metadata Management, Data Manipulation, Data Integration, Application Deployment, Extract, Transform, Load, Data Processing, Data Transformation, Data Access, Context Management, Data Migration, Data Pipelines, Databases, Dataflow

    4.6 stars, 68 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (68) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Use Python for Non-Data Role

    Skills you'll gain: Jupyter, Timelines, Microsoft Excel, Spreadsheet Software, Project Schedules, Data Import/Export, Python Programming, Email Automation, Data Literacy, Data Structures, Data Analysis, Data Manipulation

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Model Power BI Data with Security

    Skills you'll gain: Star Schema, Role-Based Access Control (RBAC), Power BI, Database Design, Data Modeling, Data Analysis Expressions (DAX), Authorization (Computing), Relational Databases, Financial Data, Data Security, Security Controls, Dashboard, Data Access, Dashboard Creation, Model Deployment, Gross Profit, Cloud Deployment, Performance Improvement

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Institut Mines-Télécom

    La Data Intelligence au service des organisations

    Skills you'll gain: Digital Transformation, Data Management, Data Strategy, Data Modeling, Data Quality, General Data Protection Regulation (GDPR), Business Transformation, Data Governance, Business Intelligence, Data-Driven Decision-Making, Data Analysis, Data Literacy, Big Data, Regulation and Legal Compliance, Information Privacy, Data Visualization, Business Strategy, Artificial Intelligence

    4.1 stars, 7 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.1 (7) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    Imperial College London

    Using Data for Healthcare Improvement

    Skills you'll gain: Run Chart, Qualitative Research, Continuous Quality Improvement (CQI), Research Methodologies, Quantitative Research, Program Evaluation, Data Collection, Data-Driven Decision-Making, Statistical Methods, Statistical Analysis, Systems Of Measurement, Time Series Analysis and Forecasting

    4.8 stars, 49 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (49) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Applying Python for Data Analysis

    Skills you'll gain: Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Data Manipulation, Data Visualization, Data Presentation, Probability & Statistics, Data Transformation, Analytics, Statistics, Data Visualization Software, Statistical Analysis, Data Cleansing, Advanced Analytics, Time Series Analysis and Forecasting, Correlation Analysis, Python Programming

    4.5 stars, 20 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (20) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Modeling with Power BI: Advanced DAX Calculations

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Business Requirements, Financial Data, Data Modeling, Financial Analysis, Data Visualization Software, Time Series Analysis and Forecasting, Data Visualization, Data Import/Export

    4.5 stars, 21 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (21) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    CertNexus

    Promote the Ethical Use of Data-Driven Technologies

    Skills you'll gain: Data Ethics, Responsible AI, Risking, Emerging Technologies, Business Ethics, Ethical Standards And Conduct, Information Privacy, Technology Strategies, Diversity Awareness, Law, Regulation, and Compliance, Artificial Intelligence, Data Science

    4.7 stars, 303 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (303) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • N

    Northeastern University

    Foundations for Data Analytics Part 1

    Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Data Structures, Time Series Analysis and Forecasting, Unsupervised Learning, Data Analysis, Data Manipulation, Machine Learning Algorithms, Computational Thinking, Descriptive Statistics, Data Processing, Data Preprocessing, Data Cleansing, Programming Principles, Data Visualization, Python Programming, Algorithms, Model Evaluation

    Beginner · Course · 1 - 3 Months

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

  • Preparing Data for Analytics in Microsoft Fabric: Microsoft
  • Cloud Computing for Data Science: University of Pittsburgh
  • GenAI Data Engineering and RAG Systems: STARWEAVER
  • Talend Data Integration Certification Preparation training: Talend
  • Use Python for Non-Data Role: Coursera
  • Model Power BI Data with Security: Coursera
  • La Data Intelligence au service des organisations: Institut Mines-Télécom
  • Using Data for Healthcare Improvement: Imperial College London
  • Applying Python for Data Analysis: Coursera
  • Data Modeling with Power BI: Advanced DAX Calculations: Coursera

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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