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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

    Cisco Learning and Certifications

    Endpoints and Systems

    Skills you'll gain: Windows PowerShell, Linux, Endpoint Security, Operating System Administration, Linux Administration, Endpoint Detection and Response, File Systems, Command-Line Interface, Unix, Linux Commands, Microsoft Windows, Unix Commands, Operating Systems, Event Monitoring, Windows Servers, Continuous Monitoring, Remote Access Systems, System Monitoring, System Software, Computer Security Incident Management

    4.8 stars, 68 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (68) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Effective Communication Capstone Project

    Skills you'll gain: Presentations, Peer Review, Business Writing, Project Design, Graphic Design, Concision, Oral Expression, Writing, Constructive Feedback, Branding, Communication, Business Correspondence, Public Speaking, Verbal Communication Skills, Writing and Editing, Data Science

    4.7 stars, 177 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (177) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Pragmatic AI Labs

    Polars from Zero

    Skills you'll gain: Data Cleansing, Rust (Programming Language), Data Pipelines, Data Transformation, Pandas (Python Package), Data Manipulation, Data Processing, Data Wrangling, Command-Line Interface, Data Quality, Extract, Transform, Load, Data Architecture, SQL, Data Integration, Data Import/Export, Data Science, Exploratory Data Analysis, Apache, Computer Programming

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Architecting with Google Compute Engine 日本語版

    Skills you'll gain: Identity and Access Management, Prompt Engineering, Google Cloud Platform, Cloud Infrastructure, Google App Engine, Kubernetes, Containerization, CI/CD, Microservices, Application Deployment, Cloud Engineering, Cloud Deployment, Cloud Computing, Cloud Computing Architecture, Cloud-Native Computing, Infrastructure As A Service (IaaS), Data Storage Technologies, Cloud Solutions, Cloud Platforms, Site Reliability Engineering

    4.5 stars, 888 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (888) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI for NLP with PyTorch Capstone Project

    Skills you'll gain: Model Evaluation, Fine-tuning, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Training, Transfer Learning, Generative AI, Large Language Modeling, Natural Language Processing, Hugging Face, Generative Model Architectures, Data Preprocessing, Model Optimization, Data Processing, Deep Learning, Artificial Neural Networks, Machine Learning, Machine Learning Algorithms

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Amazon

    Programming with Java

    Skills you'll gain: File I/O, Object Oriented Programming (OOP), Object Oriented Design, Code Reusability, Java Programming, Java, Software Design, File Management, Data Persistence

    4.3 stars, 93 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.3 (93) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Bases de Inteligencia Artificial para Todos

    Skills you'll gain: Computer Vision, Dashboard, Dashboard Creation, IBM Cloud, Responsible AI, Artificial Intelligence, Data Ethics, Image Analysis, Cloud Computing, Data Presentation, Interactive Data Visualization, Data Manipulation, No-Code Development, AI Enablement, AI Integrations, AI literacy, Context Management, Artificial Neural Networks, Cloud Applications, WordPress

    4.7 stars, 448 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (448) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    MedCerts

    Clinical Medical Assistant Fundamentals

    Skills you'll gain: Phlebotomy, Blood Collection, Sterilization, Urinalysis, Patient Communication, Medical Terminology, Patient-centered Care, Nutrition Education, Infection Control, Asepsis, Nutrition and Diet, Pathology, Basic Patient Care, Patient Education And Counseling, Vital Signs, Geriatrics, Laboratory Testing, Direct Patient Care, Venipuncture, Hand Hygiene

    4.8 stars, 63 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (63) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    The State University of New York

    How to Get Skilled: Introduction to Individual Skills Management (Project-Centered Course)

    Skills you'll gain: Benchmarking, Peer Review, Professional Development, Constructive Feedback, Planning, Performance Measurement, Performance Analysis, Job Analysis, Organizational Skills, Productivity Software, Personal Development, Dashboard, Competitive Analysis, Goal Setting

    4.1 stars, 226 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.1 (226) · Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Français

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Data Preprocessing, Google Cloud Platform, Data Pipelines, Model Training, Data Processing, Model Deployment, Data Transformation, Deep Learning, Model Optimization, Applied Machine Learning, Cloud Deployment, Artificial Neural Networks, AI Workflows

    3.4 stars, 7 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.4 (7) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Automate ML Pipelines for Peak Performance

    Skills you'll gain: MLOps (Machine Learning Operations), Feature Engineering, Model Optimization, Model Training, Workflow Management, Predictive Modeling

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    Emory University

    Introduction to Social Media Analytics

    Skills you'll gain: Social Media Analytics, Social Media Marketing, Social Media, Marketing Analytics, Social Media Management, Customer Analysis, Consumer Behaviour, Data Mining, Customer Insights, Market Analysis, Data Analysis Software, Trend Analysis, Research, Peer Review

    4.3 stars, 112 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.3 (112) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data collection courses

  • Endpoints and Systems: Cisco Learning and Certifications
  • Effective Communication Capstone Project: University of Colorado Boulder
  • Polars from Zero: Pragmatic AI Labs
  • Architecting with Google Compute Engine 日本語版: Google Cloud
  • Generative AI for NLP with PyTorch Capstone Project: IBM
  • Programming with Java: Amazon
  • Bases de Inteligencia Artificial para Todos: IBM
  • Clinical Medical Assistant Fundamentals: MedCerts
  • How to Get Skilled: Introduction to Individual Skills Management (Project-Centered Course): The State University of New York
  • Build, Train and Deploy ML Models with Keras on Google Cloud - Français: Google Cloud

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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