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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


  • Status: Free Trial
    Free Trial
    C

    Coursera

    Design, Compare and Analyze LLM Architectures

    Skills you'll gain: Diagram Design, Unified Modeling Language, Cloud Deployment, Model Deployment, Information Privacy, MLOps (Machine Learning Operations), Application Programming Interface (API), Data Pipelines, Feature Engineering, Cost Management, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Introduction to Programming Using Python

    Skills you'll gain: File I/O, Python Programming, Scripting, Programming Principles, Code Reusability, Computer Programming, File Management, Data Structures, Functional Design, Context Management

    Beginner · Course · 3 - 6 Months

  • Status: Preview
    Preview
    L

    Logical Operations

    Prompt Engineering for AI Image Generation

    Skills you'll gain: Prompt Engineering, AI powered creativity, Responsible AI, Generative AI, AI literacy, Data Ethics, Presentations, Artificial Intelligence, Photo Editing, Graphic and Visual Design, Visual Design, Business Ethics, Legal Risk, Photo/Video Production and Technology, Intellectual Property, Law, Regulation, and Compliance, Customer Service, Marketing

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Building and Pitching Marketing Campaigns in Tech Industries

    Skills you'll gain: Marketing Operations, Sales Presentation, Customer experience strategy (CX), Operations Management, MarTech, Marketing Management, Strategic Marketing, Marketing Planning, Media Planning, Marketing Strategy and Techniques, Supply Chain Systems, Customer experience improvement, Marketing Strategies, Customer Relationship Management, Sales Presentations, Sales Management, Customer Retention, Branding, Supply Chain, Forecasting

    Build toward a degree

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    C

    Coursera

    Audience Demographics with Facebook Audience Insights

    Skills you'll gain: Content Performance Analysis, Target Audience, Facebook, Content Scheduling, Target Market, Social Media Marketing, Customer Insights, Social Media, Social Media Analytics, Social Media Management, Advertising Campaigns, Social Media Content, Online Advertising, Customer Analysis, Marketing, Content Marketing, Performance Analysis, Content Creation, Digital Marketing, Performance Metric

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    B

    Board Infinity

    Advanced AI-Driven Brand Strategy for Digital Growth & Scale

    Skills you'll gain: Digital Brand Strategy, AI Personalization, Dashboard, Brand Management, Brand Strategy, Brand Marketing, Driving engagement, Competitive Analysis, Personalized Campaigns, Branding, Analytics, Governance, Strategic Marketing, Brand Awareness, Experience Design, Generative AI, Marketing Design, Digital Marketing, Marketing Analytics, Data-Driven Decision-Making

    Beginner · Specialization · 1 - 3 Months

  • P

    Packt

    Designing Agentive Technology: AI for Human Support

    Skills you'll gain: Agentic systems, Agentic Workflows, Human Computer Interaction, AI Personalization, Experience Design, Interaction Design, UI/UX Strategy, User Experience Design, User Experience, Responsible AI, Human Machine Interfaces, AI Product Strategy, Human Centered Design, Data Ethics, Artificial Intelligence, Automation, Human Factors, Risking, Machine Learning, Technology Strategies

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    Interactive Brokers

    Economics - Employment and the Labor Market (US)

    Skills you'll gain: Compensation Analysis, Economics, Labor Relations, Supply And Demand, Market Dynamics, Compensation Management, Market Trend, Employee Relations, Economic Development, Market Data, Economics, Policy, and Social Studies, Trend Analysis, Financial Market, Forecasting

    4.6
    Rating, 4.6 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Intermediate Python – Libraries, Tools & Practical Projects

    Skills you'll gain: NumPy, Pandas (Python Package), Image Analysis, Data Manipulation, Matplotlib, Computer Vision, Data Analysis, Plot (Graphics), Interactive Data Visualization, Data Visualization, Geospatial Mapping, JSON, Dashboard, Data Visualization Software, Numerical Analysis, Web Applications, File I/O

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Coursera

    Mastering HCM: Oracle Fusion & Dayforce Essentials

    Skills you'll gain: Dayforce (HCM Software), HR Tech, Human Resources Software, Human Resource Strategy, Human Resources Information System (HRIS), Role-Based Access Control (RBAC), Human Resources, Regulatory Compliance, Compliance Management, Compliance Reporting, Human Resources Management and Planning, Payroll, Data Architecture, Data Flow Diagrams (DFDs), Human Capital, Workforce Planning, Systems Analysis, Benefits Administration, Business Strategy, Analytics

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Optimize Sales with AI E-commerce Analytics

    Skills you'll gain: Data-Driven Marketing, Sales Strategy, Digital Analysis, Content Optimization, Web Analytics, Search Engine Optimization, Copywriting, Retail Sales, Keyword Research, Revenue Management, Spatial Data Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    SkillsBooster Academy

    Digital Marketing with AI

    Skills you'll gain: AI Personalization, Data Ethics, Prompt Engineering Tools, Generative AI, Responsible AI, AI powered creativity, Email Marketing, Google Gemini, Digital Marketing, Digital Marketing Tools, Email Automation, Marketing Automation, Digital Marketing Campaigns, Content Strategy, Content Creation, Personalized Service, ChatGPT, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Microsoft Copilot

    Beginner · Course · 1 - 3 Months

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

  • Design, Compare and Analyze LLM Architectures: Coursera
  • Introduction to Programming Using Python: Packt
  • Prompt Engineering for AI Image Generation: Logical Operations
  • Building and Pitching Marketing Campaigns in Tech Industries: University of Colorado Boulder
  • Audience Demographics with Facebook Audience Insights: Coursera
  • Advanced AI-Driven Brand Strategy for Digital Growth & Scale: Board Infinity
  • Designing Agentive Technology: AI for Human Support: Packt
  • Economics - Employment and the Labor Market (US): Interactive Brokers
  • Intermediate Python – Libraries, Tools & Practical Projects: Packt
  • Mastering HCM: Oracle Fusion & Dayforce Essentials: 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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