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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


  • B

    Board Infinity

    Learn Data Governance Workflows with Databricks Tools

    Skills you'll gain: Data Governance, Databricks, Data Management, Metadata Management, Data Quality, Data Security

    2.8 stars, 34 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 2.8 (34) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • B

    Board Infinity

    Master Data Transformation at Scale with Power BI Desktop

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Interactive Data Visualization, Dashboard Creation, Data Presentation, Data Storytelling, Dashboard, Data Visualization Software, Data Security, Data Integration, Data Transformation, Data Integrity, Data Import/Export, Data Management, Data Manipulation, Data Modeling, Software Installation

    2.8 stars, 6 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 2.8 (6) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    SQL Performance, Testing, and Data Integrity

    Skills you'll gain: Stored Procedure, Database Development, SQL, Database Management, Database Architecture and Administration, Test Script Development, Data Integrity, Query Languages, Performance Tuning, Continuous Deployment, Data Transformation, Data Migration, CI/CD, Jest (JavaScript Testing Framework), Verification And Validation, Debugging, Auditing, Plan Execution, Statistical Hypothesis Testing, Computer Graphic Techniques

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze and Visualize Business Data with Power BI

    Skills you'll gain: Data Visualization, Data Presentation, Management Reporting, Business Intelligence Software, Business Reporting, Business Analytics, Time Series Analysis and Forecasting, Analysis, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Foundations of Data Science and Machine Learning with Python

    Skills you'll gain: Pandas (Python Package), Matplotlib, NumPy, Statistical Visualization, Machine Learning Algorithms, Applied Machine Learning, Data Manipulation, Pivot Tables And Charts, Model Optimization, Machine Learning Methods, Linear Algebra, Natural Language Processing, Deep Learning, Programming Principles, Machine Learning, Python Programming, Data Science, Numerical Analysis, Computer Programming, Artificial Neural Networks

    4.9 stars, 7 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (7) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Clean Data in SQL using MySQL Workbench

    Skills you'll gain: MySQL, MySQL Workbench, SQL, Data Cleansing, Query Languages, Data Manipulation, Database Management, Databases, Data Quality, Relational Databases, Data Entry

    4.7 stars, 30 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (30) · Intermediate · Guided Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    Big Data and Hadoop Foundations and Setup

    Skills you'll gain: Big Data, Apache Hadoop, Data Infrastructure, Data Processing, Analytics, Data Science, Data Architecture, Distributed Computing, Linux, Software Installation, Scalability, System Configuration

    4.7 stars, 7 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (7) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Madecraft

    Pandas for Data Analysts: Leveraging Python with Confidence

    Skills you'll gain: Pandas (Python Package), Plot (Graphics), Exploratory Data Analysis, Microsoft Excel, Statistical Visualization, Pivot Tables And Charts, Data Manipulation, Box Plots, Data Visualization, Descriptive Statistics, Time Series Analysis and Forecasting, Data Cleansing, Spreadsheet Software, Data Transformation, Feature Engineering, Data Wrangling, Data Import/Export, Data Analysis, Data Integration, Python Programming

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • L

    LearnKartS

    Python for Data Science with AI

    Skills you'll gain: Matplotlib, Pandas (Python Package), Plot (Graphics), Data Visualization, Seaborn, Pseudocode, Data Manipulation, Data Visualization Software, Problem Solving, Data Analysis, Data Wrangling, AI Enablement, AI literacy, Programming Principles, Data Science, Python Programming, Generative AI, Computer Programming

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • S

    STARWEAVER

    Master Data Storytelling for B2B & B2C Sales

    Skills you'll gain: Data Storytelling, Data Visualization, Data Presentation, Sales Presentation, Sales Strategy, Sales Presentations, Customer Relationship Management (CRM) Software, HubSpot CRM, Storytelling, Data Literacy, B2B Sales, Business Marketing, Sales, Customer Relationship Management, Data Visualization Software, Sales Development, Customer Analysis, Business Intelligence, Business Communication, Analytics

    3.3 stars, 8 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.3 (8) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Modern Statistics for Data-Driven Decision-Making

    Skills you'll gain: Statistical Methods, Bayesian Statistics, Statistics, Probability & Statistics, Analytics, Data Storage Technologies, Exploratory Data Analysis, Data Store, Mathematical Software, Data Storage, Data Access, Database Software, Estimation, Machine Learning Methods, Data-Driven Decision-Making, Applied Machine Learning, Supervised Learning, Markov Model, Logistic Regression, Regression Testing

    4.3 stars, 6 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.3 (6) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Data Science Decisions in Time: Using Causal Information

    Skills you'll gain: Precision Medicine, Clinical Trials, Data-Driven Decision-Making, Analysis, Decision Intelligence, Business Analytics, Data Science, Decision Making, Clinical Research, Regression Analysis, Graphing, Health Policy, Random Forest Algorithm, Medical Science and Research, Estimation, Treatment Planning, A/B Testing, Machine Learning, Online Advertising

    Intermediate · Course · 1 - 3 Months

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

  • Learn Data Governance Workflows with Databricks Tools: Board Infinity
  • Master Data Transformation at Scale with Power BI Desktop: Board Infinity
  • SQL Performance, Testing, and Data Integrity: Coursera
  • Analyze and Visualize Business Data with Power BI: EDUCBA
  • Foundations of Data Science and Machine Learning with Python: Packt
  • Clean Data in SQL using MySQL Workbench: Coursera
  • Big Data and Hadoop Foundations and Setup: Johns Hopkins University
  • Pandas for Data Analysts: Leveraging Python with Confidence: Madecraft
  • Python for Data Science with AI: LearnKartS
  • Master Data Storytelling for B2B & B2C Sales: STARWEAVER

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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