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  • Data Collection

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


  • B

    Board Infinity

    AI Systems Design: RAG Pipelines and LLM Architecture

    Skills you'll gain: AI Orchestration, AI Workflows, Retrieval-Augmented Generation, LLM Application, Solution Architecture, Generative AI, AI Product Strategy, Generative AI Agents, Artificial Intelligence, Unstructured Data, Systems Architecture, Agentic systems, Software Architecture, Feasibility Studies, Large Language Modeling, User Interface (UI), Embeddings, Data Preprocessing, Vector Databases, Fine-tuning

    2.3 stars, 7 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 2.3 (7) · Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • 2

    28DIGITAL

    System Validation (2): Model process behaviour

    Skills you'll gain: Verification And Validation, Embedded Software, Process Modeling, Systems Analysis, Distributed Computing, Theoretical Computer Science, Data Modeling, Software Design, Maintainability, Algorithms, Logical Reasoning

    4.1 stars, 10 reviews, Intermediate, Course, 1 - 4 Weeks

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

  • U

    University of Minnesota

    Social Determinants of Health: Vulnerable Populations

    Skills you'll gain: Health Disparities, Social Determinants Of Health, Health Equity, Maternal Health, Statistical Analysis, Statistical Software, Box Plots, Data Analysis, Health Policy, Social Justice, Public Health and Disease Prevention, Child Health, Socioeconomics, Health Informatics, Statistical Hypothesis Testing, Public Health, Data Visualization, Diversity Awareness, Policy Analysis

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • R

    Real Madrid Graduate School Universidad Europea

    Sports Marketing Strategies & Innovation

    Skills you'll gain: Event Planning, Customer Engagement, Marketing, Storytelling, Marketing Strategy and Techniques, Corporate Strategy, Global Marketing, Brand Management, Strategic Communication, Digital Marketing, Sustainability Reporting, Contract Management, E-Commerce, Customer experience improvement, Virtual Teams, Augmented and Virtual Reality (AR/VR), Game Theory, Blockchain, Cross Platform Development, Influencing

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Choosing an Objective for a Facebook Ad Campaign

    Skills you'll gain: Meta Ads Manager, Facebook, Advertising Campaigns, Social Media Campaigns, Lead Generation, Campaign Planning, Social Media, Online Advertising, Social Media Marketing, Digital Advertising, Campaign Management, Advertising

    4.6 stars, 11 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (11) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • N

    Northeastern University

    Deep Learning for AI Part 2

    Skills you'll gain: Generative AI, Generative Model Architectures, Multimodal Prompts, Large Language Modeling, Deep Learning, Recurrent Neural Networks (RNNs), Responsible AI, Embeddings, Musical Composition, Music, Autoencoders, Model Training

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    How to Develop an Account Strategy

    Skills you'll gain: Account Strategy, Account Management, Customer Success Management, Customer Engagement, Customer Retention, Customer Relationship Building, Customer Service, Customer Relationship Management, Milestones (Project Management), Relationship Building, Growth Strategies, Expectation Management, Relationship Management, Data-Driven Decision-Making

    4.2 stars, 13 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Amazon EMR Getting Started

    Skills you'll gain: Apache Hadoop, Apache Spark, Big Data, Amazon Web Services, Business Intelligence, Command-Line Interface, Data-Driven Decision-Making, Data Processing, Analytics

    4.8 stars, 9 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Free
    Free
  • E

    EDUCBA

    Advanced Smart Contract Development

    Skills you'll gain: Blockchain, Secure Coding, Authorization (Computing), Token Optimization, Role-Based Access Control (RBAC), User Provisioning, Authentications, Application Security, Identity and Access Management, Other Programming Languages, Program Development, Programming Principles, Transaction Processing, Test Script Development, Software Development, Application Deployment

    4.9 stars, 42 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (42) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Python Development with ChatGPT: Fullstack App Development

    Skills you'll gain: Application Programming Interface (API), AI Integrations, Restful API, ChatGPT, Generative AI, OpenAI API, JSON, Full-Stack Web Development, Application Deployment, Secure Coding, LLM Application, User Interface (UI), Python Programming, User Interface (UI) Design, Application Development, Back-End Web Development, Debugging

    3.6 stars, 14 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 3.6 (14) · Intermediate · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Vertex Pipelines: Qwik Start

    Skills you'll gain: MLOps (Machine Learning Operations), Model Training, Model Deployment, Google Cloud Platform, Applied Machine Learning, Data Pipelines, AI Integrations, Machine Learning

    Intermediate · Project · Less Than 2 Hours

  • P

    Politecnico di Milano

    Developing FPGA-accelerated cloud applications with SDAccel: Practice

    Skills you'll gain: Cloud Development, Amazon Elastic Compute Cloud, Cloud Applications, Cloud Infrastructure, Bioinformatics, Cloud Computing Architecture, Cloud Computing, Algorithms, Development Environment, Amazon Web Services, Model Optimization, Performance Tuning, Program Development, Computer Architecture, Hardware Architecture, Performance Testing, Application Performance Management, Computer Programming, Memory Management

    4.4 stars, 26 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (26) · Intermediate · Course · 1 - 3 Months

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

  • AI Systems Design: RAG Pipelines and LLM Architecture: Board Infinity
  • System Validation (2): Model process behaviour: 28DIGITAL
  • Social Determinants of Health: Vulnerable Populations: University of Minnesota
  • Sports Marketing Strategies & Innovation: Real Madrid Graduate School Universidad Europea
  • Choosing an Objective for a Facebook Ad Campaign: Coursera
  • Deep Learning for AI Part 2: Northeastern University
  • How to Develop an Account Strategy: Coursera
  • Amazon EMR Getting Started: Amazon Web Services
  • Advanced Smart Contract Development: EDUCBA
  • Python Development with ChatGPT: Fullstack App Development: 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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