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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


  • L

    Logical Operations

    Python Data Science: NumPy

    Skills you'll gain: NumPy, Data Transformation, Data Manipulation, Data Cleansing, Jupyter, Data Processing, Data Analysis, Data Science, Data Import/Export, Python Programming, Data Management, Virtual Machines, Virtualization and Virtual Machines, Computer Programming, Computer Programming Tools, Software Development

    Mixed · Course · 1 - 4 Weeks

  • I

    IBM

    SQL for Data Science with R

    Skills you'll gain: Database Design, Relational Databases, SQL, Database Development, Databases, R Programming, R (Software), Data Science, Query Languages, Data Access, Data Manipulation, Data Analysis

    ★ 4.4 (192) · Beginner · Course · 1 - 3 Months

  • T

    Tsinghua University

    Data Structures and Algorithms

    Skills you'll gain: Data Structures, Algorithms, Graph Theory, Computational Thinking, Theoretical Computer Science, System Design and Implementation, Programming Principles, Computer Programming, Data Storage

    ★ 2.9 (40) · Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Foundations of Data Structures & Algorithms in Python

    Skills you'll gain: Data Structures, Algorithms, Python Programming, Computer Programming, Computational Thinking, Data Processing, Data Analysis Expressions (DAX), Data Analysis

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Data Management, Security, and Permissions

    Skills you'll gain: User Provisioning, User Accounts, Data Import/Export, Salesforce, Data Integrity, Data Migration, Data Management, Role-Based Access Control (RBAC), Data Security, Identity and Access Management, Authorization (Computing), Data Sharing, Data Access, Security Controls, Customer Relationship Management (CRM) Software

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Organize Research Data: File Management

    Skills you'll gain: File Management, Document Management, Data Management, Data Governance, Data Literacy, Records Management, Data Cleansing, File Systems, Data Analysis, Data Processing, Data Maintenance, Record Keeping, Data Quality, Version Control

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Defining, Describing, and Visualizing Data

    Skills you'll gain: Data-Driven Decision-Making, Descriptive Statistics, Data Literacy, Data Analysis, Plot (Graphics), Probability Distribution, Statistical Software, Statistics, Statistical Visualization, R (Software), Data Visualization, Statistical Analysis, Probability, R Programming, Probability & Statistics, Statistical Programming, Descriptive Analytics, Statistical Hypothesis Testing, Data Manipulation, Histogram

    ★ 4.3 (15) · Beginner · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Visualizing Data in the Tidyverse

    Skills you'll gain: Ggplot2, Plot (Graphics), Data Visualization, Statistical Visualization, Data Visualization Software, Exploratory Data Analysis, Data Presentation, R (Software), Tidyverse (R Package), R Programming, Graphing, Data Wrangling, Data Manipulation

    ★ 4.7 (20) · Mixed · Course · 1 - 3 Months

  • U

    UiPath

    Data Manipulation in RPA

    Skills you'll gain: Data Manipulation, Robotic Process Automation, Automation, Data Management

    ★ 4.8 (77) · Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    The Data Driven Manager

    Skills you'll gain: Sampling (Statistics), Statistical Hypothesis Testing, Data-Driven Decision-Making, Descriptive Statistics, Correlation Analysis, Data Literacy, Data Analysis, Plot (Graphics), Probability Distribution, Statistics, Statistical Visualization, Statistical Analysis, Estimation, Data Collection, Data Visualization, Risk Analysis, Statistical Software, Statistical Programming, Statistical Methods, Problem Solving

    ★ 4.6 (45) · Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Fundamental Tools of Data Wrangling

    Skills you'll gain: Pandas (Python Package), Data Presentation, Data Wrangling, NumPy, Data Visualization, Data Cleansing, Data Structures, Data Analysis, Data Manipulation, Data Preprocessing, Data Transformation, Data Analysis Software, Data Processing, Programming Principles, Data Storage, Python Programming, Numerical Analysis, Computer Programming, Package and Software Management

    ★ 4.3 (21) · Beginner · Course · 1 - 3 Months

  • D

    Duke University

    Python and Pandas for Data Engineering

    Skills you'll gain: Pandas (Python Package), Version Control, Git (Version Control System), Data Manipulation, Software Development Tools, Development Environment, Data Structures, Python Programming, Microsoft Development Tools, Data Analysis Software, Package and Software Management, Virtual Environment

    ★ 4.6 (275) · Beginner · Course · 1 - 4 Weeks

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

  • Python Data Science: NumPy: Logical Operations
  • SQL for Data Science with R: IBM
  • Data Structures and Algorithms: Tsinghua University
  • Foundations of Data Structures & Algorithms in Python: Packt
  • Data Management, Security, and Permissions: Packt
  • Organize Research Data: File Management: Coursera
  • Defining, Describing, and Visualizing Data: University of Colorado Boulder
  • Visualizing Data in the Tidyverse: Johns Hopkins University
  • Data Manipulation in RPA: UiPath
  • The Data Driven Manager: University of Colorado Boulder

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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