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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


  • D

    DeepLearning.AI

    Introduction to Generative AI for Software Development

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Prompt Patterns, LLM Application, Vibe coding, Generative AI, Code Review, Generative Model Architectures, Program Development, Software Development Methodologies, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)

    ★ 4.6 (649) · Beginner · Course · 1 - 4 Weeks

  • U

    University at Buffalo

    Advanced Manufacturing Process Analysis

    Skills you'll gain: Anomaly Detection, Production Process, Manufacturing Processes, Data Collection, Systems Analysis, Data Storage, Manufacturing Operations, Systems Engineering, Data Cleansing, Failure Analysis, Digital Transformation, Data Preprocessing, Big Data, Data Analysis Software, Computing Platforms

    ★ 4.6 (1.2K) · Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Santa Cruz

    Bayesian Statistics: Capstone Project

    Skills you'll gain: Bayesian Statistics, Technical Communication, Data Presentation, Statistical Reporting, R Programming, Statistical Analysis, Statistical Modeling, Statistical Programming, Data Analysis, Time Series Analysis and Forecasting, R (Software), Markov Model, Statistical Methods, Statistical Inference, Sampling (Statistics), Simulations, Model Evaluation, Probability Distribution

    ★ 4.5 (10) · Advanced · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Identifying the Right Role for Yourself

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning, Data Science, Data Analysis, Data Literacy, Data Architecture, AI literacy, Analytical Skills, Business Analysis, Cloud Engineering

    ★ 4.3 (9) · Beginner · Course · 1 - 4 Weeks

  • C

    CVS Health

    CVS Health Call Center Customer Service

    Skills you'll gain: Active Listening, Call Center Experience, De-escalation Techniques, Greeting Customers, Growth Mindedness, Customer Service, Empathy, Interviewing Skills, Cross Selling, Retail Sales, Customer Support, Data Entry, Selling Techniques, Customer Relationship Building, Collaboration, Upselling, Teamwork, Customer Complaint Resolution, Communication, Time Management

    ★ 4.6 (553) · Beginner · Professional Certificate · 3 - 6 Months

  • N

    National Taiwan University

    BIM Application for Engineers

    Skills you'll gain: Autodesk Revit, Building Information Modeling, Autodesk, Computer-Aided Design, Construction Estimating, Simulation and Simulation Software, 3D Modeling, Construction Management, Simulations, Cost Estimation, Data Integration

    ★ 4.7 (531) · Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Databases, Scalability and Containers on AWS

    Skills you'll gain: Amazon Web Services, Amazon DynamoDB, Containerization, Application Deployment, Databases, Cloud Computing Architecture, Scalability, Docker (Software), Amazon Elastic Compute Cloud, Kubernetes, Database Architecture and Administration, Cloud Deployment, Database Management, NoSQL, Load Balancing, Web Applications, Security Testing, Performance Testing

    Intermediate · Course · 1 - 3 Months

  • G

    Google

    Ask Effective Questions

    Skills you'll gain: Analytics

    ★ 4.9 (11) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Covid-19 Death Medical Analysis & Visualization using Plotly

    Skills you'll gain: Plotly, Plot (Graphics), Data Visualization, Scientific Visualization, Datamaps, Interactive Data Visualization, Data Visualization Software, Scatter Plots, Python Programming, Exploratory Data Analysis, Data Import/Export, Data Analysis, Medical Science and Research, Analysis

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

  • U

    University of London

    Business and Marketing Strategies

    Skills you'll gain: Operations Management, Operations, Process Design, Operational Excellence, Business Operations, Consumer Behaviour, International Finance, Marketing Planning, Marketing Strategies, Marketing Strategy and Techniques, Strategic Marketing, Competitive Analysis, Business Ethics, Marketing, Social Sciences, International Relations, Culture, Data-Driven Marketing, Business, Sustainable Business

    ★ 4.6 (541) · Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Cleaning, Organizing, and Speeding Up SQL

    Skills you'll gain: Data Cleansing, Database Design, Data Integration, Data Import/Export, SQL, Data Maintenance, Data Manipulation, Data Wrangling, Database Development, Database Management, Relational Databases, Data Quality, Data Integrity, Query Languages, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Financial Statement Ratio Analysis Mastery

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Working Capital, Financial Analysis, Cash Management, Balance Sheet, Financial Reporting, Cash Flows, Income Statement, Business Metrics, Profit and Loss (P&L) Management, Return On Investment, Gross Profit, Operational Analysis, International Finance, Performance Measurement, Equities, Operational Efficiency, Accounts Receivable, Accounts Payable

    Mixed · Course · 1 - 4 Weeks

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

  • Introduction to Generative AI for Software Development: DeepLearning.AI
  • Advanced Manufacturing Process Analysis: University at Buffalo
  • Bayesian Statistics: Capstone Project: University of California, Santa Cruz
  • Identifying the Right Role for Yourself: University of California, Irvine
  • CVS Health Call Center Customer Service: CVS Health
  • BIM Application for Engineers: National Taiwan University
  • Databases, Scalability and Containers on AWS: Packt
  • Ask Effective Questions: Google
  • Covid-19 Death Medical Analysis & Visualization using Plotly: Coursera
  • Business and Marketing Strategies: University of London

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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