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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


  • D

    Duke University

    Advanced Data Engineering

    Skills you'll gain: Apache Airflow, Vector Databases, Performance Tuning, Scalability, Database Management Systems, Database Management, Data Pipelines, MySQL, Data Import/Export

    ★ 4.1 (22) · Intermediate · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Building Multimodal Data Pipelines

    Skills you'll gain: Retrieval-Augmented Generation, Multimodal Prompts, Embeddings, Large Language Modeling, Generative AI, Data Processing, Data Pipelines, Image Analysis, Prompt Engineering, Unstructured Data, Natural Language Processing, Text Mining, Computer Vision, Vector Databases, Data Capture, Sampling (Statistics)

    Intermediate · Project · Less Than 2 Hours

  • U

    University of Minnesota

    Cloud Data Security

    Skills you'll gain: Cloud Security, Data Security, Cloud Services, Cloud Storage, Personally Identifiable Information, General Data Protection Regulation (GDPR), Information Privacy, Data Management, Data Storage, Data Governance, Data Integrity, Security Controls, Analysis, Authorization (Computing), Health Insurance Portability And Accountability Act (HIPAA) Compliance, Relational Databases, Encryption, SQL

    ★ 4.2 (27) · Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Bioconductor for Genomic Data Science

    Skills you'll gain: Bioinformatics, R (Software), Data Analysis Software, Big Data, R Programming, Statistical Programming, Statistical Software, Statistical Analysis, Data Preprocessing, Data Processing, Data Manipulation, Data Structures, Software Installation, Data Import/Export, Data Access

    ★ 3.8 (386) · Mixed · Course · 1 - 4 Weeks

  • M

    Macquarie University

    Data Visualization in Excel

    Skills you'll gain: Pivot Tables And Charts, Data Storytelling, Data Presentation, Data Visualization Software, Data Visualization, Interactive Data Visualization, Dashboard Creation, Spreadsheet Software, Dashboard, Microsoft Excel, Excel Macros, Tree Maps, Excel Formulas, Data Analysis, Forecasting, Geospatial Mapping

    ★ 4.9 (1.3K) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Mastering Data Analysis with Pandas

    Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Python Programming

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

  • D

    Dartmouth College

    Why Data Analytics Matters

    Skills you'll gain: Data Strategy, Analytics, Data-Driven Decision-Making, Business Analytics, Scalability, Organizational Strategy, Data Infrastructure, Risk Management, Digital Transformation, Data Management, Large Language Modeling, Business Risk Management, Generative AI, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Competitive Analysis, Case Studies, AI Integrations

    Beginner · Course · 1 - 4 Weeks

  • E

    Eindhoven University of Technology

    Process Mining: Data science in Action

    Skills you'll gain: Business Process Improvement, Process Analysis, Process Improvement, Business Process Management, Process Management, Data Mining, Process Design, Business Process Modeling, Process Modeling, Operational Analysis, Performance Analysis, Big Data, Real Time Data, Data-Driven Decision-Making, Data Science, Verification And Validation, Model Evaluation

    ★ 4.7 (1.3K) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Getting Started in Google Analytics

    Skills you'll gain: Google Analytics, Web Analytics and SEO, Statistical Reporting, Data-Driven Marketing, Analytics, Data Analysis, User Accounts

    ★ 4.4 (1.5K) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Design Robust Data Models for Analytics

    Skills you'll gain: Star Schema, Snowflake Schema, Data Warehousing, Data Modeling, Database Design, Data Architecture, Performance Tuning, Model Optimization, Business Analytics, Performance Measurement, Performance Metric, Business Metrics, Descriptive Analytics, Business Reporting

    Advanced · Course · 1 - 4 Weeks

  • T

    Tableau Learning Partner

    Introduction to Tableau

    Skills you'll gain: Tableau Software, Data Visualization Software, Business Analytics, Business Intelligence, Data Preprocessing, Data Integration, Data Cleansing, Performance Tuning

    ★ 4.8 (320) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Cluster Analysis in Data Mining

    Skills you'll gain: Unsupervised Learning, Data Mining, Applied Machine Learning, Machine Learning Algorithms, Spatial Analysis, Machine Learning Methods, Model Evaluation, Anomaly Detection, Taxonomy, Algorithms, Verification And Validation

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

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

  • Advanced Data Engineering: Duke University
  • Building Multimodal Data Pipelines: DeepLearning.AI
  • Cloud Data Security: University of Minnesota
  • Bioconductor for Genomic Data Science: Johns Hopkins University
  • Data Visualization in Excel: Macquarie University
  • Mastering Data Analysis with Pandas: Coursera
  • Why Data Analytics Matters: Dartmouth College
  • Process Mining: Data science in Action: Eindhoven University of Technology
  • Getting Started in Google Analytics: Coursera
  • Design Robust Data Models for Analytics: 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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