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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

    Drive Product Success with Data Decisions

    Skills you'll gain: Data-Driven Decision-Making, Prioritization, Business Writing, Strategic Decision-Making, Report Writing, Strategic Prioritization, Data Storytelling, Business Priorities, Data Analysis, Product Roadmaps, Writing, Strategic Thinking, Decision Making, Analytical Skills, Strategic Communication, Product Improvement, Risk Analysis, Resource Allocation, Trend Analysis, Project Estimation

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Govern Healthcare Data: Protect Patient Privacy

    Skills you'll gain: Health Care Procedure and Regulation, Security Controls

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Corporate Finance Institute

    Data Prep for Machine Learning in Python

    Skills you'll gain: Data Preprocessing, Feature Engineering, Data Import/Export, Exploratory Data Analysis, Data Cleansing, Statistical Visualization, Data Literacy, Data Visualization, Data Transformation, Data Analysis, Box Plots, Model Training, Python Programming, Data Science

    Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Architect and Optimize GenAI Data Systems

    Skills you'll gain: Enterprise Architecture, Apache Kafka, Data Architecture, Generative AI, Data Infrastructure, Root Cause Analysis, Dataflow, Solution Architecture, Systems Architecture, Data Quality, Data Pipelines, Data Integration, Cloud Storage, Data Storage Technologies, Data Storage, Failure Analysis, Data Processing, Metadata Management, Performance Tuning, Dependency Analysis

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • N

    Northeastern University

    Data Management and Database Design Part 1

    Skills you'll gain: Database Design, Database Theory, Database Management, Database Development, Database Systems, Relational Databases, Databases, Database Management Systems, SQL, NoSQL, Data Modeling, Unified Modeling Language, Query Languages, Data Integrity, Data Manipulation, Performance Tuning

    Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    IBM

    Data Storage Fundamentals with IBM Storage Scale

    Skills you'll gain: Data Storage Technologies, Data Storage, Data Maintenance, File Systems, File Management, Information Management, Servers, Data Management, Disaster Recovery, Data Integrity, Infrastructure Architecture, Configuration Management, System Configuration, Scalability, Software Installation

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Serverless Data Processing with Dataflow en Español

    Skills you'll gain: Dataflow, Data Pipelines, Serverless Computing, Real Time Data, Data Processing, Identity and Access Management, Debugging, Google Cloud Platform, Data Access, Data Security, System Monitoring, Site Reliability Engineering, Containerization, Code Reusability, Data Integrity, CI/CD, Cloud Platforms, Data Transformation, Event Monitoring, File I/O

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

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Secure Healthcare Data: Encrypt, Audit, Protect

    Skills you'll gain: Data Security, Security Controls, Data Loss Prevention, Health Care Procedure and Regulation, Computer Security Awareness Training, Cybersecurity, Cryptographic Protocols, Role-Based Access Control (RBAC), AWS Identity and Access Management (IAM)

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze War Data with Tableau Dashboards and Stories

    Skills you'll gain: Data Storytelling, Data Presentation, Analytical Skills, Tableau Software, Dashboard Creation, Data Visualization Software, Interactive Data Visualization, Data Analysis, Analytics, Data Wrangling, Descriptive Analytics, Data Transformation, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Designing Larger Python Programs for Data Science

    Skills you'll gain: Python Programming, Simulations, Debugging, Statistical Methods, Pandas (Python Package), Program Development, Test Case, Data Science, Development Testing, Software Design, Computational Thinking, Sampling (Statistics), Data Manipulation, Programming Principles, Systems Integration, Software Development

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Snowflake

    Apache Iceberg: From Zero to Production Data Lakehouse

    Skills you'll gain: Data Lakes, Data Migration, Apache Hive, Data Infrastructure, Data Import/Export, Data Architecture, Apache Spark, Data Maintenance, Database Design, Data Store, Database Management, Performance Tuning, Data Management, Metadata Management, Data Integrity, Data Validation, Transaction Processing

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Visualize Healthcare Data: Build & Critique Dashboards

    Skills you'll gain: Dashboard, Dashboard Creation, Data Visualization, Web Content Accessibility Guidelines, Data Presentation, Data Literacy, Data Visualization Software, Statistical Visualization, Heat Maps, Scatter Plots

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…155156157…834

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

  • Drive Product Success with Data Decisions: Coursera
  • Govern Healthcare Data: Protect Patient Privacy: Coursera
  • Data Prep for Machine Learning in Python: Corporate Finance Institute
  • Architect and Optimize GenAI Data Systems: Coursera
  • Data Management and Database Design Part 1: Northeastern University
  • Data Storage Fundamentals with IBM Storage Scale: IBM
  • Serverless Data Processing with Dataflow en Español: Google Cloud
  • Secure Healthcare Data: Encrypt, Audit, Protect: Coursera
  • Analyze War Data with Tableau Dashboards and Stories: EDUCBA
  • Designing Larger Python Programs for Data Science: Duke University

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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