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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


  • G

    Google Cloud

    AI 基礎架構:儲存空間選項

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Cloud Storage, Data Infrastructure, Model Training, Data Storage, Cloud Solutions, Cloud Computing Architecture, Data Storage Technologies, Data Pipelines, AI Workflows, Model Deployment, Data Architecture, Data Preprocessing, Scalability, Distributed Computing, File Systems

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Analyze Cases & Evaluate Models in Finance

    Skills you'll gain: Data Storytelling, Financial Auditing, Financial Modeling, Data Presentation, Auditing, Case Studies, Financial Analysis, Financial Data, Quality Assurance, Risk Analysis, Analysis, Model Evaluation, Storytelling, Quality Assessment, Critical Thinking, Verification And Validation, Financial Reporting, Investigation, Due Diligence, Business Valuation

    Intermediate · Course · 1 - 4 Weeks

  • J

    John Wiley & Sons

    Business Strategy for the Future of Work

    Skills you'll gain: Business Leadership, Blockchain, Strategic Leadership, Business Transformation, FinTech, Leadership, Leadership Development, Strategic Thinking, Organizational Development, Business Continuity, Business Strategy, Leadership and Management, Payment Systems, Innovation, Manufacturing Operations, Business, Business Planning, Digital Transformation, Business Operations, Organizational Skills

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Copilot Studio

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, Prompt Patterns, Power Platform Architecture & Technical Design, Microsoft Power Platform, AI Workflows, Agentic Workflows, Generative AI Agents, Performance Tuning, Business Logic, AI Integrations, Agentic systems, Application Deployment, Generative AI, Performance Testing, Scalability, Data Integration, User Feedback

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

  • P

    Packt

    Deep Reinforcement Learning Hands-On

    Skills you'll gain: PyTorch (Machine Learning Library), Reinforcement Learning, Deep Learning, Model Optimization, Large Language Modeling, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Fine-tuning, Model Training, Agentic systems, Machine Learning Algorithms, Machine Learning, Python Programming, Applied Machine Learning, Natural Language Processing, Performance Tuning, Algorithms, Model Evaluation, Data Analysis

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    SQL Mathematical Functions

    Skills you'll gain: SQL, PostgreSQL, Database Management, Data Manipulation, Database Systems, Query Languages

    ★ 4.2 (13) · Intermediate · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Oracle プロフェッショナルのための BigQuery 基礎

    Skills you'll gain: Oracle Databases, Identity and Access Management, Google Cloud Platform, SQL, Data Import/Export, Role-Based Access Control (RBAC), Data Access, Database Management, Data Migration, Database Design, Data Sharing, Data Modeling, Database Architecture and Administration, Real Time Data

    Intermediate · Course · 1 - 3 Months

  • L

    LearnQuest

    Lead AI Governance, Policy, and Continuous Compliance

    Skills you'll gain: Responsible AI, Key Performance Indicators (KPIs), Cross-Functional Collaboration, Performance Measurement, Team Oriented, Cross-Functional Team Leadership, Compliance Management, Dashboard, Accountability, Continuous Monitoring, Regulatory Compliance, Dashboard Creation, Data Ethics, Governance Risk Management and Compliance, Governance, Performance Metric, Accountability Frameworks, Compliance Reporting, Regulatory Requirements, Law, Regulation, and Compliance

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Cloud의 네트워킹: 하이브리드 및 멀티 클라우드

    Skills you'll gain: Virtual Private Networks (VPN), Multi-Cloud, Hybrid Cloud Computing, Google Cloud Platform, Virtual Networking, Cloud Platforms, Remote Access Systems, Cloud Computing, Network Architecture, General Networking, Border Gateway Protocol, Network Routing, Network Security, Network Infrastructure, Network Analysis, Data Centers, Telecommunications, Technology Solutions

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Bank Branch Marketing: Analyze & Apply Strategies

    Skills you'll gain: Customer Analysis, Data-Driven Marketing, Service Design, Financial Inclusion, Regulatory Compliance, Consumer Behaviour, Banking, Banking Services, Digital Media Strategy, Customer Insights, Retail Banking, Regulatory Requirements, Marketing Psychology, Digital Marketing, Marketing Analytics, Strategic Marketing, Business Modeling, Compliance Management, Digital Analysis, Marketing

    ★ 5 (11) · Mixed · Course · 1 - 3 Months

  • U

    Universiteit Leiden

    Anatomy of the Abdomen and Pelvis; a journey from basis to clinic.

    Skills you'll gain: Anatomy, Medical Imaging, Pathology, Obstetrics And Gynecology, General Surgery, General Medicine, Physiology, Clinical Assessment, Surgery, Visualization (Computer Graphics)

    ★ 4.8 (457) · Mixed · Course · 1 - 3 Months

  • P

    Pragmatic AI Labs

    Build a Production SaaS Application with AI

    Skills you'll gain: Docker (Software), CI/CD, Containerization, LLM Application, Continuous Integration, Software As A Service, Product Development, Continuous Deployment, Commercialization, Large Language Modeling, Strategic Marketing, Software Development, Marketing Strategies, Product Planning, Application Deployment, Go To Market Strategy, API Design, Generative AI, Software Testing, GitHub

    Beginner · Course · 1 - 4 Weeks

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

  • AI 基礎架構:儲存空間選項: Google Cloud
  • Analyze Cases & Evaluate Models in Finance: Coursera
  • Business Strategy for the Future of Work: John Wiley & Sons
  • Copilot Studio: Coursera
  • Deep Reinforcement Learning Hands-On: Packt
  • SQL Mathematical Functions: Coursera
  • Oracle プロフェッショナルのための BigQuery 基礎: Google Cloud
  • Lead AI Governance, Policy, and Continuous Compliance: LearnQuest
  • Google Cloud의 네트워킹: 하이브리드 및 멀티 클라우드: Google Cloud
  • Bank Branch Marketing: Analyze & Apply Strategies: EDUCBA

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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