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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


  • P

    Pragmatic AI Labs

    AI-Powered Data Pipelines with Deno

    Skills you'll gain: Agentic Workflows, Data Pipelines, CI/CD, AI Workflows, Agentic systems, Technology Roadmaps, DevOps, Build Tools, Real Time Data, Development Environment, TypeScript, Data Architecture, Software Documentation, Software Development Tools, Data Processing, Computer Programming Tools, Rust (Programming Language), Application Deployment

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Exploring the Lineage of Data with Cloud Data Fusion

    Skills you'll gain: Google Cloud Platform, Data Pipelines, Data Mapping, Data Integration, Cloud-Based Integration, Data Transformation, Cloud Management, Data Management, DevOps

    Advanced · Project · Less Than 2 Hours

  • C

    Coursera

    Connect Google Ads & Analytics Data

    Skills you'll gain: Data-Driven Marketing, Google Ads, Google Analytics, Marketing Analytics, Data Integration, Web Analytics, Data Access

    Beginner · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Data Structures & Backend with Java

    Skills you'll gain: Data Structures, Spring Boot, Restful API, Model View Controller, Spring Framework, Web Services, Java Programming, Java, Back-End Web Development, Authentications, Authorization (Computing), Algorithms, Application Security

    4.3
    Rating, 4.3 out of 5 stars
    ·
    163 reviews

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Telemedicine Data Security

    Skills you'll gain: Responsible AI, AI Security, Data Ethics, AI Integrations, Telehealth, Health Technology, Generative AI, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Healthcare Ethics, Regulatory Compliance, Health Care Procedure and Regulation, Security Strategy, Medical Privacy, AI Workflows, Data Security, Analysis, Risk Analysis, Innovation, Design

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Optimizing Data Models and Performance in Microsoft Fabric

    Skills you'll gain: Data Analysis Expressions (DAX), Azure DevOps, Azure DevOps Pipelines, Power BI, Model Optimization, Data Lakes, Data Architecture, Data Modeling, Performance Tuning, Development Environment, Data Warehousing, Security Controls, Data Store, Data Storage Technologies, Process Optimization, Data Security, Application Deployment, Git (Version Control System), Data Analysis, Python Programming

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Splunk Indexing & Data Management

    Skills you'll gain: Lightweight Directory Access Protocols, Splunk, System Monitoring, Data Maintenance, Role-Based Access Control (RBAC), Authentications, Enterprise Application Management, Data Storage, Data Management, Data Infrastructure, Security Controls, Authorization (Computing), Records Management, Enterprise Security, User Provisioning, Disaster Recovery, Identity and Access Management, Data Integrity, User Accounts, Dataflow

    Mixed · Course · 1 - 3 Months

  • I

    IBM

    NoSQL, Big Data, and Spark Foundations

    Skills you'll gain: NoSQL, Apache Spark, Apache Hadoop, MongoDB, Database Development, Database Systems, Databases, Database Management Systems, Database Management, Extract, Transform, Load, Database Software, Database Administration, PySpark, Apache Hive, Machine Learning Methods, Big Data, Machine Learning, Applied Machine Learning, Generative AI, Model Evaluation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    845 reviews

    Beginner · Specialization · 3 - 6 Months

  • S

    SkillUp

    Data Privacy and Protection for Healthcare

    Skills you'll gain: Medical Privacy, General Data Protection Regulation (GDPR), Data Ethics, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Incident Response, Computer Security Incident Management, Health Information Management, Information Privacy, Vulnerability Assessments, Personally Identifiable Information, Security Controls, Law, Regulation, and Compliance, Health Care Procedure and Regulation, Health Informatics, Data Analysis, Data Visualization, Data Presentation, Data Visualization Software, Interactive Data Visualization, Data Literacy

    Intermediate · Specialization · 1 - 3 Months

  • M

    Microsoft

    Introduction to Generative AI for Data Analysis

    Skills you'll gain: Prompt Engineering, Generative AI, Data Ethics, Data Cleansing, Data Preprocessing, Data Analysis, Responsible AI, Transfer Learning, AI Integrations, Exploratory Data Analysis, Anomaly Detection

    4.3
    Rating, 4.3 out of 5 stars
    ·
    97 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Persuade with Data

    Skills you'll gain: Overcoming Objections, Data Storytelling, Persuasive Communication, Data Presentation, People Analytics, Human Resource Strategy, Oral Expression, Presentations, Benchmarking, Prompt Engineering Tools, Stakeholder Communications, Data Literacy, Data Validation, AI Integrations, AI Personalization, Artificial Intelligence, Correlation Analysis, Verification And Validation

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Social Media Data Analytics

    Skills you'll gain: Social Media Analytics, Data Presentation, Business Intelligence, Predictive Modeling, Dashboard Creation, Predictive Analytics, Customer Analysis, Case Studies, Advanced Analytics

    Intermediate · Course · 1 - 4 Weeks

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

  • AI-Powered Data Pipelines with Deno: Pragmatic AI Labs
  • Exploring the Lineage of Data with Cloud Data Fusion: Google Cloud
  • Connect Google Ads & Analytics Data: Coursera
  • Data Structures & Backend with Java: Board Infinity
  • GenAI for Telemedicine Data Security: Coursera
  • Optimizing Data Models and Performance in Microsoft Fabric: Packt
  • Splunk Indexing & Data Management: EDUCBA
  • NoSQL, Big Data, and Spark Foundations: IBM
  • Data Privacy and Protection for Healthcare: SkillUp
  • Introduction to Generative AI for Data Analysis: Microsoft

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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