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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

    Coursera

    Diabetes Prediction With Pyspark MLLIB

    Skills you'll gain: Data Preprocessing, Logistic Regression, Data Cleansing, Apache Spark, PySpark, Data Manipulation, Applied Machine Learning, Predictive Modeling, Data Science, Machine Learning, Python Programming

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

  • L

    LearnQuest

    No Code AI Agents: Build Workflow & Calendar Automations

    Skills you'll gain: Make.com, AI Workflows, Business Workflow Analysis, Workflow Management, No-Code Development, Email Automation, Agentic Workflows, AI Security, Decision Intelligence, AI Orchestration, Process Analysis, Process Mapping, Generative AI Agents, Process Design, AI Integrations, Microsoft Power Automate/Flow, Productivity Software, Calendar Management, Responsible AI, Development Testing

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Full Stack Agentic AI

    Skills you'll gain: Model Context Protocol, Agentic systems, Vector Databases, Retrieval-Augmented Generation, Prompt Engineering, Tool Calling, Google Gemini, Agentic Workflows, AI Workflows, Generative AI Agents, Server Side, Node.JS, Scalability, MongoDB, Embeddings, Large Language Modeling, Natural Language Processing, Web Development, Machine Learning, Javascript

    Beginner · Specialization · 1 - 3 Months

  • I

    IBM

    Introduction to Cybersecurity Careers

    Skills you'll gain: Cybersecurity, Information Technology, Cyber Security Strategy, Penetration Testing, Cyber Security Policies, Technical Support and Services, Incident Response, Computer Security Awareness Training, Security Awareness, Vulnerability Assessments, Network Security, Data Security, Information Assurance, Cloud Security, Operating Systems, Computer Hardware

    ★ 4.7 (1.1K) · Beginner · Course · 1 - 4 Weeks

  • S

    Simplilearn

    DevOps Foundations Training

    Skills you'll gain: Git (Version Control System), Version Control, DevSecOps, Devops Tools, DevOps, CI/CD, Open Web Application Security Project (OWASP), Continuous Delivery, IT Automation, Collaborative Software, Continuous Integration, Agile Methodology, Secure Coding, Application Security, Continuous Deployment, Security Software, Agile Software Development, Automation, Real Time Data, Control Systems

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Unity 2022 Fundamentals: Building 2D Games with C#

    Skills you'll gain: Unity Engine, Animation and Game Design, Game Design, Animations, Video Game Development, UI Components, User Interface (UI), C# (Programming Language), Code Reusability, Event-Driven Programming, User Interface (UI) Design, Software Design Patterns, C and C++, Object Oriented Programming (OOP), Performance Tuning, Scripting, Asset Management

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    AI-Driven Brand Management: Learnings from FANG and FMCG

    Skills you'll gain: Marketing Analytics, Digital Marketing, Google Analytics, Brand Awareness, Social Media Marketing, Content Marketing, Digital Advertising, Marketing Effectiveness, Brand Strategy, Email Marketing, Performance Measurement, Brand Management, Brand Marketing, Marketing Channel, Marketing, Marketing Budgets, Search Engine Optimization, AI Enablement, Communication, Generative AI

    Intermediate · Specialization · 3 - 6 Months

  • C

    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

  • U

    Universidad Nacional Autónoma de México

    Evaluación de peligros y riesgos por fenómenos naturales

    Skills you'll gain: Mitigation, Risk Control, Hazard Analysis, Emergency Response, Vulnerability, Research Reports, Hydrology, Research, Physical Science, Social Sciences, Data Collection

    ★ 4.8 (706) · Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Principes de base de BigQuery pour les utilisateurs Redshift

    Skills you'll gain: Amazon Redshift, Google Cloud Platform, Identity and Access Management, Data Import/Export, Role-Based Access Control (RBAC), Data Migration, SQL, Data Warehousing, Database Management, Database Architecture and Administration, Data Architecture, Data Mapping, Database Design, Data Security, Real Time Data

    Intermediate · Course · 1 - 3 Months

  • U

    Universiteit Leiden

    Political Economy of Institutions and Development

    Skills you'll gain: Political Sciences, International Relations, Economics, Policy, and Social Studies, Sustainable Development, Socioeconomics, Social Sciences, Economic Development, Governance, Policty Analysis, Research, and Development, Economics, Public Policies, Community Development, Cultural Diversity, Sociology, Analysis

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

  • J

    John Wiley & Sons

    Strategic Planning for Public and Nonprofit Organizations

    Skills you'll gain: Strategic Planning, Stakeholder Engagement, Strategic Leadership, Organizational Strategy, Plan Execution, Case Studies, Business Planning, Stakeholder Management, Resource Allocation, Stakeholder Communications, Leadership and Management, Resource Management, Strategic Thinking, Non-Profit Accounting, Strategic Decision-Making, Conflict Management, Public Administration, Leadership Development, Discussion Facilitation, Stakeholder Analysis

    Beginner · Specialization · 1 - 3 Months

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

  • Diabetes Prediction With Pyspark MLLIB: Coursera
  • No Code AI Agents: Build Workflow & Calendar Automations: LearnQuest
  • Full Stack Agentic AI: LearnKartS
  • Introduction to Cybersecurity Careers: IBM
  • DevOps Foundations Training: Simplilearn
  • Unity 2022 Fundamentals: Building 2D Games with C#: Packt
  • AI-Driven Brand Management: Learnings from FANG and FMCG: Coursera
  • Comps: Valuate Companies Smartly: Coursera
  • Evaluación de peligros y riesgos por fenómenos naturales: Universidad Nacional Autónoma de México
  • Principes de base de BigQuery pour les utilisateurs Redshift: 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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