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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


  • J

    Johns Hopkins University

    Modeling Data in the Tidyverse

    Skills you'll gain: Statistical Modeling, Exploratory Data Analysis, R Programming, Predictive Modeling, Sampling (Statistics), Statistical Hypothesis Testing, Tidyverse (R Package), Data Analysis, Data Modeling, Data-Driven Decision-Making, Regression Analysis, Data Science, Statistical Inference, Predictive Analytics, Rmarkdown, Statistical Methods, Applied Machine Learning, Model Evaluation, Machine Learning

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

  • P

    Packt

    Data Structures & Algorithms in JavaScript

    Skills you'll gain: Graph Theory, Computational Thinking, Data Structures, Algorithms, Problem Solving, Programming Principles, Computer Programming, Theoretical Computer Science, Javascript, Performance Tuning, Memory Management

    Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Master Financial Systems & Data Analytics

    Skills you'll gain: Financial Data, Big Data, Analytics, Accounting Systems, Enterprise Resource Planning, Data Mining, Governance Risk Management and Compliance, Advanced Analytics, Governance, Data Visualization, Predictive Analytics, Statistical Visualization, Control Objectives for Information and Related Technology (COBIT), Financial Systems, Data-Driven Decision-Making, Financial Analysis, Business Systems, Information Systems, Accounting, Systems Analysis

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Toronto

    Data Visualization for Genome Biology

    Skills you'll gain: Scientific Visualization, Data Visualization Software, Graphic and Visual Design, Statistical Visualization, Interactive Data Visualization, Bioinformatics, Plot (Graphics), Ggplot2, R (Software), Dimensionality Reduction, Scatter Plots, Design Elements And Principles, R Programming, Network Analysis, Heat Maps, Molecular Biology, Design Thinking, Molecular, Cellular, and Microbiology, Web Services

    ★ 4.8 (25) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Modern Data Architecture & Lakehouse Engineering

    Skills you'll gain: Data Lakes, Data Pipelines, Data Integration, Apache Airflow, Performance Tuning, Data Security, Data Architecture, Data Transformation, Apache Spark, Disaster Recovery, Data Warehousing, Cloud Infrastructure, SQL, Infrastructure as Code (IaC), Database Architecture and Administration, PySpark, Terraform, Extract, Transform, Load, Cloud Computing, Data Governance

    Intermediate · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    Wrangling Data in the Tidyverse

    Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Tidyverse (R Package), Data Manipulation, Data Transformation, R Programming, R (Software), Data Processing, Data Preprocessing, Data Analysis, Statistical Programming, Text Mining, Correlation Analysis

    ★ 4.5 (33) · Mixed · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Data-Driven Digital Marketing & Analytics

    Skills you'll gain: Data-Driven Decision-Making, Analysis, Trend Analysis, Predictive Modeling, Digital Marketing Tools, Social Media Analytics, Predictive Analytics, Marketing, Social Network Analysis, Customer Analysis, Data Ethics, Data Strategy, Data Warehousing, Customer Insights, Data Science, Text Mining, Digital Analysis, Blockchain, Consumer Behaviour, Data Integrity

    ★ 4.5 (3.8K) · Intermediate · Specialization · 1 - 3 Months

  • 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, Governance, Business Transformation, Artificial Intelligence, Risking, Big Data, Machine Learning, Model Deployment, Innovation

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

  • G

    Google Cloud

    Redacting Sensitive Data with Cloud Data Loss Prevention

    Skills you'll gain: Cloud Security, Data Loss Prevention, Data Security, Personally Identifiable Information, Information Privacy, Cloud Computing, Google Cloud Platform, Cloud Services

    Beginner · Project · Less Than 2 Hours

  • P

    Pearson

    Data Science Fundamentals, Part 1

    Skills you'll gain: Extract, Transform, Load, Data Validation, Data Transformation, Applied Machine Learning, Object-Relational Mapping, Data Wrangling, Data Cleansing, Data Manipulation, Data Integration, Web Scraping, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Data Modeling, Data Science, Python Programming, Scikit Learn (Machine Learning Library), Extensible Markup Language (XML), Data Analysis

    ★ 4 (6) · Beginner · Specialization · 1 - 4 Weeks

  • M

    Microsoft

    Power BI Fundamentals and Data Modeling

    Skills you'll gain: Model Optimization, Database Design, Data Warehousing, Data Architecture, Governance

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Kibana Projects: Data Analytics & Visualization

    Skills you'll gain: Dashboard, Dashboard Creation, Kibana, Interactive Data Visualization, Business Analytics, Data-Driven Decision-Making, System Monitoring, Data Presentation, Data Visualization Software, Web Analytics, Exploratory Data Analysis, Trend Analysis, Decision Support Systems, Data Analysis, Automation, Business Intelligence, IT Automation, Content Performance Analysis, Data Wrangling, Data Science

    ★ 4.8 (13) · Beginner · Specialization · 1 - 4 Weeks

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

  • Modeling Data in the Tidyverse: Johns Hopkins University
  • Data Structures & Algorithms in JavaScript: Packt
  • Master Financial Systems & Data Analytics: EDUCBA
  • Data Visualization for Genome Biology: University of Toronto
  • Modern Data Architecture & Lakehouse Engineering: Coursera
  • Wrangling Data in the Tidyverse: Johns Hopkins University
  • Data-Driven Digital Marketing & Analytics: University of Illinois Urbana-Champaign
  • AI Strategy and Governance: University of Pennsylvania
  • Redacting Sensitive Data with Cloud Data Loss Prevention: Google Cloud
  • Data Science Fundamentals, Part 1: Pearson

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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