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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


  • S

    SkillsBooster Academy

    Fundamentals of Gen AI Retrieval Dynamics

    Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Generative AI, AI literacy, LLM Application, Large Language Modeling, AI Enablement, AI Integrations, AI Workflows, Performance Tuning, Data Architecture, Data Integrity, Data Collection, Document Control, Data Infrastructure, Document Management, Data Preprocessing, Data Transformation, Data Structures, Data Management

    Intermediate · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Generative AI Models and Transformer Networks Certification

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Autoencoders, ChatGPT, Model Training, Deep Learning, Model Evaluation, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Artificial Neural Networks, Image Analysis, Computer Vision, Unsupervised Learning, Natural Language Processing

    ★ 3.5 (14) · Beginner · Specialization · 1 - 3 Months

  • P

    Packt

    Product Analytics Essentials for Product Managers

    Skills you'll gain: Product Management, A/B Testing, Experience Design, Analytics, Value Propositions, User Experience, Data Analysis, Product Improvement, Customer Analysis, Conversion Funnel Analysis, User Research, Customer experience improvement, Performance Metric, Design and Product, Customer Insights, Driving engagement, Data-Driven Decision-Making, Business Metrics, Target Audience, Customer Retention

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Organizational Diagnosis and Change Management

    Skills you'll gain: Organizational Development, Leadership and Management, Leadership Studies, Organizational Change, Change Management, Organizational Effectiveness, Organizational Leadership, Organizational Structure, Program Evaluation, Interpersonal Communications, Performance Improvement, Operational Analysis, Organizational Strategy, Gap Analysis, Business Transformation, Employee Surveys, Decision Support Systems, Coordination, Data Collection

    Mixed · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Node.js E-Commerce Backend with Stripe Payments

    Skills you'll gain: Node.JS, Back-End Web Development, Full-Stack Web Development, API Testing, MongoDB, Payment Processing, Order Management, Application Programming Interface (API), Restful API, Payment Systems, Scheduling, Order Processing, Data Processing, Inventory Management System, Data Validation, Software Development, Database Design, Authorization (Computing), Automation

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Next-Generation AI Assistant: Claude by Anthropic

    Skills you'll gain: Prompt Engineering, Anthropic Claude, Marketing Materials, Prompt Engineering Tools, Copywriting, Driving engagement, AI Product Strategy, Marketing Design, Promotional Strategies, Promotional Materials, Promotions and Campaigns, Product Planning

    ★ 4.1 (31) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Craft Compelling Slides: Tell Your Story

    Skills you'll gain: Data Storytelling, Presentations, Verbal Communication Skills, Persuasive Communication, Concision, Storytelling, Stakeholder Communications, Time Management, Analysis, Business Communication

    Beginner · Course · 1 - 4 Weeks

  • I

    IBM

    RAG for Generative AI Applications

    Skills you'll gain: Prompt Engineering, LangChain, Retrieval-Augmented Generation, Prompt Patterns, LLM Application, Generative AI, Vector Databases, Generative AI Agents, Tool Calling, Embeddings, AI Workflows, User Interface (UI), AI Integrations, Large Language Modeling, UI Components, Database Systems, Model Evaluation, Data Storage Technologies, Database Management Systems, AI Enablement

    ★ 4.6 (690) · Intermediate · Specialization · 1 - 3 Months

  • J

    John Wiley & Sons

    The Secrets of AI Value Creation

    Skills you'll gain: Responsible AI, AI Enablement, AI Product Strategy, Data Ethics, Data Strategy, Data-Driven Decision-Making, Strategic Decision-Making, Digital Transformation, Data Management, Technology Strategies, Strategic Leadership, Business Analytics, Strategic Thinking, Business Transformation, Business Strategy, Cloud Services, Project Management, Artificial Intelligence, Business, Business Process Improvement

    Beginner · Specialization · 3 - 6 Months

  • I

    IBM

    AI Workflow: Machine Learning, Visual Recognition and NLP

    Skills you'll gain: Model Evaluation, Tensorflow, Model Training, Supervised Learning, Model Optimization, Artificial Neural Networks, Regression Analysis, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, AI Workflows, Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Data Science, Python Programming

    ★ 4.4 (92) · Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Dataflow를 사용한 서버리스 데이터 처리: 기초

    Skills you'll gain: Dataflow, Serverless Computing, Data Pipelines, Cloud Security, Data Security, Data Processing, Identity and Access Management, Security Controls, Google Cloud Platform, Containerization, Data Storage Technologies, Interoperability, Application Frameworks

    Intermediate · Course · 1 - 3 Months

  • U

    University of California, Irvine

    Introduction to the Internet of Things and Embedded Systems

    Skills you'll gain: Embedded Systems, Internet Of Things, Network Protocols, Embedded Software, TCP/IP, OSI Models, Computer Hardware, Wireless Networks, Network Architecture, Computer Networking, Computer Programming

    ★ 4.7 (13K) · Mixed · Course · 1 - 4 Weeks

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

  • Fundamentals of Gen AI Retrieval Dynamics: SkillsBooster Academy
  • Generative AI Models and Transformer Networks Certification: Simplilearn
  • Product Analytics Essentials for Product Managers: Packt
  • Organizational Diagnosis and Change Management: EDUCBA
  • Node.js E-Commerce Backend with Stripe Payments: LearnKartS
  • Next-Generation AI Assistant: Claude by Anthropic: Coursera
  • Craft Compelling Slides: Tell Your Story: Coursera
  • RAG for Generative AI Applications: IBM
  • The Secrets of AI Value Creation: John Wiley & Sons
  • AI Workflow: Machine Learning, Visual Recognition and NLP: IBM

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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