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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

    Data Manipulation and Management using MYSQL Workbench

    Skills you'll gain: MySQL Workbench, MySQL, Database Management Systems, Database Software, Database Management, Data Manipulation, Data Management, SQL, Databases, Information Management, Query Languages, Data Integration, Data Science

    ★ 4.6 (21) · Beginner · Guided Project · Less Than 2 Hours

  • P

    Pragmatic AI Labs

    Rust for Data Source Monitoring and Automation

    Skills you'll gain: Prometheus (Software), Amazon Bedrock, Rust (Programming Language), System Monitoring, Site Reliability Engineering, Command-Line Interface, Grafana, Continuous Monitoring, IT Automation, Automation, Prompt Engineering, CI/CD, Prompt Patterns, DevOps, Unix Commands, JSON, Compliance Auditing, Linux, File Systems

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    R Programming for Statistics and Data Science

    Skills you'll gain: R (Software), R Programming, Statistical Hypothesis Testing, Plot (Graphics), Ggplot2, Data Visualization, Data Manipulation, Exploratory Data Analysis, Statistical Programming, Statistical Visualization, Data Science, Tidyverse (R Package), Statistical Methods, Statistical Modeling, Data Analysis, Data-oriented programming, Regression Analysis, Data Structures, Data Wrangling, Statistical Analysis

    ★ 4.5 (15) · Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Data Governance bei der Google Workspace-Nutzung

    Skills you'll gain: Gmail, Data Governance, Data Management, Google Workspace, Data Loss Prevention, Information Management, Records Management, Email Security, Data Security, Data Storage, System Configuration, Compliance Management, Record Keeping, Regulatory Compliance, Regulatory Requirements, Data Import/Export

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Performing Data Definition and Manipulation in SQL

    Skills you'll gain: SQL, Database Development, Database Management, Relational Databases, Data Manipulation, Databases, Data Import/Export, PostgreSQL, Database Management Systems, Data Integrity

    ★ 4.7 (113) · Beginner · Guided Project · Less Than 2 Hours

  • F

    Fractal Analytics

    Modern Data Strategy for Enterprise Generative AI

    Skills you'll gain: AI Security, Vector Databases, Responsible AI, Data Strategy, Data Ethics, Data Management, Data Security, Generative AI, Generative AI Agents, Data Mapping, AI Integrations, Data Governance, Containerization, Data Architecture, Retrieval-Augmented Generation, Interoperability, Enterprise Architecture, Metadata Management, Data Pipelines, Artificial Intelligence and Machine Learning (AI/ML)

    ★ 4.9 (10) · Intermediate · Specialization · 1 - 3 Months

  • D

    Databricks

    Introduction to Computational Statistics for Data Scientists

    Skills you'll gain: Bayesian Statistics, Databricks, Sampling (Statistics), Statistical Modeling, Probability, Jupyter, Regression Analysis, Probability & Statistics, Model Evaluation, Statistical Software, Probability Distribution, Data Science, Markov Model, Statistics, Statistical Programming, Statistical Inference, Statistical Methods, Simulations, Data Visualization, Python Programming

    ★ 4 (109) · Beginner · Specialization · 1 - 3 Months

  • S

    Schneider Electric

    AI and Data Centers: Driving Global Decarbonization

    Skills you'll gain: Data Centers, Sustainable Technologies, Internet Of Things, AI Enablement, Climate Change Mitigation, Electrical Power, Information Technology, Manufacturing Operations, Manufacturing Processes, Data Infrastructure, Electric Power Systems, Digital Transformation, Transportation Operations, AI Integrations, Automation, Artificial Intelligence

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Financial Data Storytelling & Executive Reporting in Excel

    Skills you'll gain: Dashboard, Data Storytelling, Data Presentation, Dashboard Creation, Business Reporting, Responsible AI, Storytelling, Report Writing, Data Visualization, Interactive Data Visualization, Presentations, Financial Reporting, Generative AI, Financial Data, Technical Communication, Microsoft Excel, Financial Modeling, Data Ethics, Data Visualization Software, Strategic Communication

    Advanced · Course · 1 - 3 Months

  • E

    EDUCBA

    Data Analysis with Minitab: Analyze & Apply

    Skills you'll gain: Minitab, Data Analysis, Statistical Hypothesis Testing, Regression Analysis, Descriptive Statistics, Statistical Analysis, Data Analysis Software, Predictive Modeling, Statistical Software, Analytics, Statistical Modeling, Descriptive Analytics, Predictive Analytics, Data-Driven Decision-Making, Statistical Reporting, Statistical Methods, Statistical Inference

    ★ 4.7 (15) · Mixed · Course · 1 - 4 Weeks

  • U

    University of Pittsburgh

    Tableau, Networks & Time Series Data Visualization

    Skills you'll gain: Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Network Analysis, Tableau Software, Network Model, Dashboard Creation, Dashboard, Time Series Analysis and Forecasting, Matplotlib, Data Analysis, Seaborn, Graph Theory, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Data Cleaning with Python for Finance

    Skills you'll gain: Data Cleansing, Pandas (Python Package), Financial Data, Data Wrangling, Data Transformation, Data Preprocessing, Data Quality, Data Manipulation, Data Structures, Financial Forecasting, Data Presentation, Data Validation, Jupyter, Data Integrity, Exploratory Data Analysis, Descriptive Statistics, Project Documentation

    Intermediate · Course · 1 - 4 Weeks

1…899091…834

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

  • Data Manipulation and Management using MYSQL Workbench: Coursera
  • Rust for Data Source Monitoring and Automation: Pragmatic AI Labs
  • R Programming for Statistics and Data Science: Packt
  • Data Governance bei der Google Workspace-Nutzung: Google Cloud
  • Performing Data Definition and Manipulation in SQL: Coursera
  • Modern Data Strategy for Enterprise Generative AI: Fractal Analytics
  • Introduction to Computational Statistics for Data Scientists: Databricks
  • AI and Data Centers: Driving Global Decarbonization: Schneider Electric
  • Financial Data Storytelling & Executive Reporting in Excel: Coursera
  • Data Analysis with Minitab: Analyze & Apply: EDUCBA

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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