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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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    Packt

    AI Integration & Platform Optimization in Advanced Fabric

    Skills you'll gain: Data Architecture, Data Security, Microsoft Azure, Computing Platforms, Collaborative Software, Software Architecture, Cloud Security, Information Systems Security, Data Infrastructure, Systems Architecture, Data Management, Capacity Management, Database Architecture and Administration, AI Enablement, Data Governance, AI Integrations, Data Presentation, Role-Based Access Control (RBAC), Machine Learning, Data Analysis

    Advanced · Course · 1 - 3 Months

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    Technical University of Denmark (DTU)

    Introduction to solar cells

    Skills you'll gain: Semiconductors, Sustainable Technologies, Materials science, Electrical Power, Basic Electrical Systems, Electronic Components, Emerging Technologies, Mathematical Modeling, Energy and Utilities, Environmental Issue, Simulation and Simulation Software, Laboratory Testing, Systems Of Measurement, Engineering Calculations

    4.8
    Rating, 4.8 out of 5 stars
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    2.5K reviews

    Beginner · Course · 1 - 3 Months

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    Corporate Finance Institute

    BI Essentials for Finance Analysts (Power BI Edition)

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Snowflake Schema, Data Modeling, SQL, Dashboard, Microsoft Excel, Business Intelligence, Data Import/Export, Dashboard Creation, Business Reporting, Business Intelligence Software, Excel Formulas, Databases, Spreadsheet Software, Performance Reporting, Data Manipulation, Data Transformation, Financial Analysis, Data Visualization

    4.8
    Rating, 4.8 out of 5 stars
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    399 reviews

    Beginner · Specialization · 3 - 6 Months

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    Rutgers the State University of New Jersey

    Supply Chain Analytics

    Skills you'll gain: Competitive Intelligence, Demand Planning, Strategic Sourcing, Competitive Analysis, Customer Demand Planning, Data Storytelling, Procurement, Supplier Relationship Management, Supplier Risk Management, Supplier Management, Supply Chain, Purchasing, Regression Analysis, Supplier Performance Management, Inventory Control, Market Opportunities, Supply Chain Systems, Supply Chain Management, Business Intelligence, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    2.3K reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Basic Statistics in Python (Correlations and T-tests)

    Skills you'll gain: Exploratory Data Analysis, Plot (Graphics), Box Plots, Correlation Analysis, Data Visualization, Scatter Plots, Data Cleansing, Statistical Visualization, Data Preprocessing, Data Manipulation, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Analysis, Data Analysis, Probability & Statistics, Statistical Methods, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
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    35 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Coursera

    Secure Basics and MFA

    Skills you'll gain: Multi-Factor Authentication, Authentications, Identity and Access Management, Security Controls, Security Awareness, Data Security, Safety and Security, Security Management, Human Factors (Security), Cyber Security Strategy

    Intermediate · Course · 1 - 4 Weeks

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    Real Madrid Graduate School Universidad Europea

    Maximum Performance and Technology in Sports

    Skills you'll gain: Data Presentation, Data Literacy, Matplotlib, Data Synthesis, Probability Distribution, Data Processing, Probability & Statistics, Data Integration, Performance Analysis, Statistical Analysis, LLM Application, Probability, Applied Machine Learning, Analysis, Descriptive Analytics, Reinforcement Learning, Business Analytics, Statistical Methods, Data Collection, Machine Learning

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Introduction to Python for DevOps

    Skills you'll gain: Object Oriented Programming (OOP), Jupyter, DevOps, IT Automation, Integrated Development Environments, Development Environment, Scripting, Scripting Languages, Code Reusability, Python Programming, Package and Software Management, Virtual Environment, Software Installation, Data Structures, Software Versioning

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    AI Systems Design: RAG Pipelines and LLM Architecture

    Skills you'll gain: AI Orchestration, AI Workflows, Retrieval-Augmented Generation, Generative Model Architectures, LLM Application, Decision Intelligence, Solution Architecture, Generative AI, AI Product Strategy, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, Artificial Intelligence, Unstructured Data, Systems Architecture, Agentic systems, Software Architecture, Data Engineering, Feasibility Studies, Vector Databases

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Apply Basic HR Stats

    Skills you'll gain: People Analytics, Employee Surveys, Statistical Hypothesis Testing, Oral Expression, Data Literacy, Verification And Validation, Data Analysis, Statistical Analysis, Employee Engagement, Statistical Reporting, Statistical Methods, Analytics, AI Integrations, Excel Formulas, Probability & Statistics, Data Storytelling, Microsoft Excel, Prompt Engineering

    Beginner · Course · 1 - 4 Weeks

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    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

  • Status: New
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    John Wiley & Sons

    Excel Charts, Sharing, Automation, and VBA

    Skills you'll gain: Excel Macros, Pivot Tables And Charts, Microsoft Excel, Financial Forecasting, Spreadsheet Software, Excel Formulas, Data Visualization, Trend Analysis, Diagram Design, Visual Basic (Programming Language), Automation, Forecasting, Graphical Tools

    Intermediate · Course · 1 - 3 Months

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

  • AI Integration & Platform Optimization in Advanced Fabric: Packt
  • Introduction to solar cells: Technical University of Denmark (DTU)
  • BI Essentials for Finance Analysts (Power BI Edition): Corporate Finance Institute
  • Supply Chain Analytics: Rutgers the State University of New Jersey
  • Basic Statistics in Python (Correlations and T-tests): Coursera
  • Secure Basics and MFA: Coursera
  • Maximum Performance and Technology in Sports: Real Madrid Graduate School Universidad Europea
  • Introduction to Python for DevOps: Packt
  • AI Systems Design: RAG Pipelines and LLM Architecture: Board Infinity
  • Apply Basic HR Stats: 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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