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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


  • C

    Coursera

    Safe SQL Data Manipulation

    Skills you'll gain: SQL, Scalability, Data Pipelines, Data Manipulation, Data Integrity, Data Validation, Data Migration, Transaction Processing, Data Transformation, Scripting, Anomaly Detection, Record Keeping, Sampling (Statistics), Cryptography, Reconciliation

    Advanced · Course · 1 - 4 Weeks

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

    University of Pennsylvania

    AI Strategy and Governance

    Skills you'll gain: Responsible AI, Data Ethics, Data Strategy, AI Enablement, AI Product Strategy, Data Governance, Business Strategies, Corporate Strategy, General Data Protection Regulation (GDPR), Personally Identifiable Information, Data Security, Governance, Business Transformation, Law, Regulation, and Compliance, Artificial Intelligence, Risking, Big Data, Machine Learning, Model Deployment, Innovation

    4.7 stars, 464 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (464) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Data Science Teams

    Skills you'll gain: Generative AI, Data Ethics, AI Enablement, Responsible AI, Data Synthesis, Model Training

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Mastering Data Visualization with Matplotlib

    Skills you'll gain: Matplotlib, Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization, Plot (Graphics), Scientific Visualization, Statistical Visualization, Data Visualization Software, Box Plots, Storytelling, Image Quality, Python Programming, Design, Software Installation

    4.4 stars, 21 reviews, Mixed, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • K

    Knowledge Accelerators

    Excel to Power BI: Data Analysis & Business Intelligence

    Skills you'll gain: Power BI, Data Presentation, Dashboard Creation, Microsoft Excel, Dashboard, Microsoft Power Platform, Excel Formulas, Business Intelligence Software, Data Modeling, Datamaps, Data Manipulation, Business Reporting, Data Sharing, Extract, Transform, Load, Data Entry, Data Analysis, Data Storytelling, Analytics, Trend Analysis, Data Management

    4.5 stars, 1.7K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (1.7K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Fundamentals of Data Warehousing

    Skills you'll gain: Data Warehousing, Data Architecture, Data Infrastructure, Data Storage, Database Administration, Extract, Transform, Load, Database Architecture and Administration, Data Integration, Cloud Storage, Data Mart, Data Storage Technologies, Database Design, Operational Data Store, Database Systems, Query Languages, Data Persistence, Metadata Management

    3.8 stars, 69 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.8 (69) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Process Mining for Data-Driven Process Improvement

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • U

    University of Pittsburgh

    Interactive, Geospatial & Narrative Data Visualization

    Skills you'll gain: Data Storytelling, Interactive Data Visualization, Data Visualization Software, Data Presentation, Spatial Data Analysis, Data Visualization, Datamaps, Tableau Software, Matplotlib, Geospatial Information and Technology, Leaflet (Software), Spatial Analysis, Geospatial Mapping, Plot (Graphics), Seaborn, Visual Storytelling, Data Ethics, Data Mapping, Network Analysis

    Intermediate · Course · 1 - 3 Months

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

    Duke University

    Data Tidying and Importing with R

    Skills you'll gain: Web Scraping, Data Ethics, Data Transformation, Tidyverse (R Package), Data Wrangling, Data Cleansing, Data Manipulation, Data Collection, Data Pipelines, Data Preprocessing, Data Integration, R (Software), R Programming, Exploratory Data Analysis, Statistical Programming

    5 stars, 16 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (16) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Telemedicine Data Security

    Skills you'll gain: Responsible AI, AI Security, Data Ethics, AI Integrations, Telehealth, Health Technology, Generative AI, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Healthcare Ethics, Regulatory Compliance, Health Care Procedure and Regulation, Security Strategy, Medical Privacy, AI Workflows, Data Security, Analysis, Risk Analysis, Innovation, Design

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Applying Data Analytics in Finance

    Skills you'll gain: Portfolio Management, Financial Data, Time Series Analysis and Forecasting, Performance Measurement, Financial Forecasting, Market Data, Forecasting, Performance Metric, Analytics, Financial Trading, Performance Analysis, Financial Analysis, R Programming, Financial Market, Portfolio Risk, Trend Analysis, Investment Management, Investments, R (Software), Risk Analysis

    4.4 stars, 223 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (223) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • W

    Whizlabs

    Power BI: Data Visualization and Analysis

    Skills you'll gain: Data Visualization, Data-Driven Decision-Making, Business Intelligence, Data Presentation, Data Storytelling, Interactive Data Visualization, Data Visualization Software, Power BI, Key Performance Indicators (KPIs), Performance Reporting, Graphing, Business Reporting, Analysis, Trend Analysis

    4.2 stars, 11 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.2 (11) · 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

  • Safe SQL Data Manipulation: Coursera
  • AI Strategy and Governance: University of Pennsylvania
  • GenAI for Data Science Teams: Coursera
  • Mastering Data Visualization with Matplotlib: EDUCBA
  • Excel to Power BI: Data Analysis & Business Intelligence: Knowledge Accelerators
  • Fundamentals of Data Warehousing: LearnQuest
  • Process Mining for Data-Driven Process Improvement: Packt
  • Interactive, Geospatial & Narrative Data Visualization: University of Pittsburgh
  • Data Tidying and Importing with R: Duke University
  • GenAI for Telemedicine Data Security: 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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