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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


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    SkillsBooster Academy

    Social Media Marketing with AI

    Skills you'll gain: Social Media Campaigns, Campaign Management, Social Media Marketing, AI powered creativity, Social Media Content, Content Creation, Social Media Strategy, Social Media Management, Advertising Campaigns, Prompt Engineering, Data-Driven Marketing, Generative AI, Social Media Analytics, Digital Marketing Campaigns, Campaign Planning, Responsible AI, Artificial Intelligence, Google Gemini, ChatGPT, Microsoft Copilot

    Beginner · Course · 1 - 3 Months

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    Meta

    Introduction to Databases for Back-End Development

    Skills you'll gain: Back-End Web Development, Relational Databases, Database Management Systems, Database Management, Database Theory, SQL, Database Design, Databases, Database Administration, MySQL, Data Store, NoSQL, Query Languages, Data Integrity

    4.6
    Rating, 4.6 out of 5 stars
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    680 reviews

    Beginner · Course · 1 - 3 Months

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    University of Washington

    Programming Languages, Part B

    Skills you'll gain: Other Programming Languages, Software Design, Ruby (Programming Language), Programming Principles, Data Structures, Computer Programming, Functional Design, Code Reusability

    4.9
    Rating, 4.9 out of 5 stars
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    789 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Comps: Valuate Companies Smartly

    Skills you'll gain: Competitive Analysis, Business Valuation, Case Studies, Mergers & Acquisitions, Analysis, Financial Analysis, Financial Statement Analysis, Investment Banking, Benchmarking

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Competitive Analysis and Strategy

    Skills you'll gain: Competitive Analysis, Product Strategy, Competitive Intelligence, Market Analysis, Data-Driven Decision-Making, Product Knowledge, Product Management, Business Strategy, Strategic Thinking, Market Research, Strategic Decision-Making, Business Analysis, Company, Product, and Service Knowledge, Gap Analysis, Market Dynamics

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Università di Napoli Federico II

    English Intermediate B1

    Skills you'll gain: Presentations, Sales Presentations, Oral Expression, Business Communication, Business Correspondence, English Language, Verbal Communication Skills, Negotiation, Workplace inclusivity, Business Writing, Interviewing Skills, Data Visualization, Vocabulary, Language Competency, Language Learning, Stress Management, Education and Training, Higher Education, Oral Comprehension, Grammar

    4.6
    Rating, 4.6 out of 5 stars
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    475 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Google Cloud

    Conceptos básicos de BigQuery para profesionales de Oracle

    Skills you'll gain: Oracle Databases, Data Import/Export, Data Migration, Extract, Transform, Load, Query Languages, Data Modeling, Google Cloud Platform, Identity and Access Management, SQL, Data Mapping, Database Design, Data Architecture, Database Architecture and Administration

    Intermediate · Course · 1 - 3 Months

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    Real Madrid Graduate School Universidad Europea

    Infraestructura: Tecnologías Detrás de Recintos Inteligentes

    Skills you'll gain: Internet Of Things, Building Information Modeling, Energy and Utilities, Sustainable Technologies, Real Time Data, Sustainable Architecture, Sustainable Business, Data Infrastructure, Sustainable Systems, AI Security, Architecture and Construction, Infrastructure Architecture, Facility Management, Network Infrastructure, Architectural Engineering, Facility Management and Maintenance, Electrical Power, Wireless Networks, AI Integrations, Security Controls

    Beginner · Course · 1 - 4 Weeks

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    SAS

    AI Literacy: Responsible, Trustworthy, Effective

    Skills you'll gain: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Responsible AI, Data Ethics, Generative Adversarial Networks (GANs), Generative Model Architectures, LLM Application, Agentic systems, Risking, AI Security, Law, Regulation, and Compliance, Agentic Workflows, Discussion Facilitation, Regulatory Requirements, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, SAS (Software), Analytics, Machine Learning

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Introduction to Tempo for Distributed Tracing

    Skills you'll gain: Kubernetes, Microservices, Application Performance Management, Grafana, Performance Tuning, Software Visualization, Dependency Analysis, Multi-Tenant Cloud Environments, Incident Management, Incident Response, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Employee Attrition Prediction Using Machine Learning

    Skills you'll gain: Data Preprocessing, Data Visualization, Logistic Regression, Feature Engineering, Statistical Visualization, Data Processing, Data Cleansing, Data Wrangling, People Analytics, Predictive Modeling, Scikit Learn (Machine Learning Library), Data Science, Applied Machine Learning, Model Training, Statistical Modeling, Statistical Machine Learning, Regression Analysis, Supervised Learning, Model Evaluation, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
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    15 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Packt

    Deep Learning with Real-World Projects

    Skills you'll gain: Recurrent Neural Networks (RNNs), Artificial Neural Networks, Deep Learning, Matplotlib, Convolutional Neural Networks, Linear Algebra, Image Analysis, Plot (Graphics), Data Visualization, NumPy, Scientific Visualization, Machine Learning Algorithms, Keras (Neural Network Library), Statistical Visualization, Pandas (Python Package), Model Training, Applied Machine Learning, Data Science, Artificial Intelligence, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
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    7 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Social Media Marketing with AI: SkillsBooster Academy
  • Introduction to Databases for Back-End Development: Meta
  • Programming Languages, Part B: University of Washington
  • Comps: Valuate Companies Smartly: Coursera
  • Competitive Analysis and Strategy: Coursera
  • English Intermediate B1: Università di Napoli Federico II
  • Conceptos básicos de BigQuery para profesionales de Oracle: Google Cloud
  • Infraestructura: Tecnologías Detrás de Recintos Inteligentes: Real Madrid Graduate School Universidad Europea
  • AI Literacy: Responsible, Trustworthy, Effective: SAS
  • Introduction to Tempo for Distributed Tracing: 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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