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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


  • L

    Logical Operations

    CCNA: Networking Basics, Switching, Addressing, and Routing

    Skills you'll gain: Routing Protocols, Network Routing, Virtual Local Area Network (VLAN), TCP/IP, Network Administration, Network Switches, General Networking, Network Architecture, OSI Models, Network Routers, Network Planning And Design, Network Engineering, Local Area Networks, Networking Hardware, Computer Networking, Network Infrastructure, Network Model, Network Protocols, Command-Line Interface

    4.3
    Rating, 4.3 out of 5 stars
    ·
    8 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Apply AI Techniques & Prescriptives

    Skills you'll gain: Operations Research, Strategic Decision-Making, Decision Intelligence, Generative AI, Business Analytics, Advanced Analytics, Analytics, Process Optimization, Applied Machine Learning, Predictive Analytics, Artificial Intelligence, Decision Making, Performance Analysis, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    How To Set Up Project Sites and Spaces with Confluence

    Skills you'll gain: Collaborative Software, Project Documentation, Organizational Skills, Document Management, Content Management Systems, Collaboration, Productivity Software, Project Management Software, Workflow Management, Content Development and Management, Digital Publishing, Information Architecture, Data Management, Content Creation, Cloud Platforms

    4.2
    Rating, 4.2 out of 5 stars
    ·
    40 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Analyze Logs: Fix LLM Hallucinations

    Skills you'll gain: Technical Communication, LLM Application, Debugging, Root Cause Analysis, Pandas (Python Package), Large Language Modeling, Retrieval-Augmented Generation, Business Metrics, Data Analysis, Analysis, Data Manipulation, Generative AI, Artificial Intelligence, Correlation Analysis

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Natural Language Processing - Probability Models in Python

    Skills you'll gain: Encryption, Cryptography, Machine Learning Methods, Classification Algorithms, Probability Distribution, Machine Learning Algorithms, Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Artificial Intelligence in Financial Planning

    Skills you'll gain: Responsible AI, Data Ethics, Rapport Building, AI Enablement, Artificial Intelligence, Relationship Building, FinTech, Financial Planning, AI Integrations, Technology Strategies, Business Ethics, Compensation Strategy, Ethical Standards And Conduct, Generative AI, Compensation Management, Customer experience improvement

    4.3
    Rating, 4.3 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • T

    The Chinese University of Hong Kong

    Solving Algorithms for Discrete Optimization

    Skills you'll gain: Operations Research, Model Optimization, Computational Logic, Combinatorics, Algorithms, Applied Mathematics, Mathematical Modeling, Mathematical Software, Computational Thinking, Decision Support Systems, Data Transformation, Theoretical Computer Science, Performance Tuning, Linear Algebra

    4.8
    Rating, 4.8 out of 5 stars
    ·
    44 reviews

    Intermediate · Course · 1 - 4 Weeks

  • H

    Howard University

    Fundamentals of Business Problem Solving

    Skills you'll gain: Spreadsheet Software, Microsoft Excel, Data Modeling, Mathematical Modeling, Excel Formulas, Business Modeling, Business Analysis, Operations Research, Business Process, Financial Modeling, Investment Management, Process Optimization, Applied Mathematics, Data-Driven Decision-Making, Business Strategy, Revenue Management, Trend Analysis, Resource Allocation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Learn to Job Search with Indeed

    Skills you'll gain: Compensation Analysis, HR Tech, Business Research, Research

    4.6
    Rating, 4.6 out of 5 stars
    ·
    37 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • I

    Imperial College London

    Interventions and Calibration

    Skills you'll gain: Mathematical Modeling, Epidemiology, Infectious Diseases, Model Evaluation, Simulations, Model Optimization, Data Modeling, Public Health and Disease Prevention, Immunology, R Programming, Regression Analysis, Differential Equations, Statistical Methods, Public Health, Statistical Programming, Probability Distribution

    4.7
    Rating, 4.7 out of 5 stars
    ·
    56 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universiteit Leiden

    Mind of the Universe - Genetic Privacy: should we be concerned?

    Skills you'll gain: Policy Development, Policy Analysis, Healthcare Ethics, Health Policy, Medical Privacy, Cultural Diversity, Liberal Arts, Ethical Standards And Conduct, Culture, Clinical Research Ethics, Informed Consent, Healthcare Industry Knowledge, Law, Regulation, and Compliance, Biotechnology, Biomedical Technology

    4.1
    Rating, 4.1 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 3 Months

  • A

    Amazon Web Services

    AWS Glue Getting Started

    Skills you'll gain: Amazon Web Services, Data Preprocessing, Data Wrangling, Data Processing, Extract, Transform, Load, Data Architecture, Data Pipelines, Data Integration

    4.5
    Rating, 4.5 out of 5 stars
    ·
    31 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • CCNA: Networking Basics, Switching, Addressing, and Routing: Logical Operations
  • Apply AI Techniques & Prescriptives: Coursera
  • How To Set Up Project Sites and Spaces with Confluence: Coursera
  • Analyze Logs: Fix LLM Hallucinations: Coursera
  • Natural Language Processing - Probability Models in Python: Packt
  • Artificial Intelligence in Financial Planning: University of Illinois Urbana-Champaign
  • Solving Algorithms for Discrete Optimization: The Chinese University of Hong Kong
  • Fundamentals of Business Problem Solving: Howard University
  • Learn to Job Search with Indeed: Coursera
  • Interventions and Calibration: Imperial College 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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