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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


  • B

    Birla Institute of Technology & Science, Pilani

    Linear Algebra for Machine Learning & AI

    Skills you'll gain: Linear Algebra, Numerical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, AI Enablement, Mathematics and Mathematical Modeling, Data Analysis, Machine Learning, Dimensionality Reduction, Model Optimization, Artificial Neural Networks

    Build toward a degree

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Forex Trading Strategies and Market Analysis

    Skills you'll gain: Technical Analysis, Financial Trading, Financial Market, Market Trend, Market Data, Risk Management, Market Dynamics, Risk Analysis, Financial Analysis, Market Analysis, Risk Control, Trend Analysis, Order Entry, Order Management

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Bookkeeping: Verify Financial Accuracy

    Skills you'll gain: Bookkeeping, Ledgers (Accounting), Financial Controls, Auditing, Accounting, General Ledger, General Accounting, Financial Analysis, Investigation, Verification And Validation, Internal Controls, Financial Reporting, Journals

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Machine Learning in Retail

    Skills you'll gain: Customer Analysis, Unsupervised Learning, Customer Insights, Marketing Analytics, Applied Machine Learning, Data Analysis, Machine Learning Methods, Web Analytics, Data-Driven Marketing, Retail Store Operations, Machine Learning, Machine Learning Algorithms, Histogram, Decision Tree Learning, Data Preprocessing, Pandas (Python Package)

    4.9
    Rating, 4.9 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pearson

    AWS Certified AI Practitioner (AIF-C01)

    Skills you'll gain: Responsible AI, Model Deployment, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, Generative AI, Amazon Bedrock, Prompt Engineering, AWS SageMaker, Generative Model Architectures, Artificial Intelligence, Data Ethics, AI Enablement, Prompt Patterns, Application Deployment, AI Integrations, AI literacy, Large Language Modeling, Model Training, Amazon Web Services

    4.6
    Rating, 4.6 out of 5 stars
    ·
    21 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Segment Reporting and Financial Disclosure

    Mixed · Course · 1 - 4 Weeks

  • H

    Hebrew University of Jerusalem

    Build a Modern Computer from First Principles: Nand to Tetris Part II (project-centered course)

    Skills you'll gain: Computer Science, Computer Systems, Computer Architecture, Computer Programming, Programming Principles, Memory Management, System Software, System Programming, Virtual Machines, Operating Systems, Hardware Architecture, Software Architecture, Algorithms, Software Design, Program Development, Object Oriented Programming (OOP), Data Structures, Computer Graphics, Peripheral Devices

    4.9
    Rating, 4.9 out of 5 stars
    ·
    534 reviews

    Mixed · Course · 1 - 3 Months

  • A

    Automatic Data Processing, Inc. (ADP)

    ADP Entry-Level Compensation and Benefits Analyst

    Skills you'll gain: Compensation Analysis, Compensation Management, Compensation Strategy, Job Evaluation, Benefits Administration, Data Collection, Compensation and Benefits, Data Visualization, Job Analysis, Data Presentation, Program Implementation, Data-Driven Decision-Making, Communication Strategies, Spreadsheet Software, Calendar Management, Data Visualization Software, Project Management, Data Analysis, Microsoft Excel, Program Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    119 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • C

    Coursera

    Excel Modeling: Organize, Document & Retrieve

    Skills you'll gain: Version Control, Risk Management Framework, Risk Mitigation, Microsoft Excel, File Management, Financial Modeling, Document Control, Standard Operating Procedure, Information Management, Document Management, File Systems, Records Management, Information Architecture, Operational Efficiency, Technical Documentation, Auditing, Spreadsheet Software, Process Improvement

    Intermediate · Course · 1 - 4 Weeks

  • T

    Total Seminars

    Networking Essentials & TCP/IP

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Optimize and Benchmark AI Algorithms for Speed

    Skills you'll gain: Performance Testing, Performance Tuning, Performance Stress Testing, Model Optimization, Algorithms, Performance Analysis, Performance Metric, Memory Management, Theoretical Computer Science

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Programación en Python

    Skills you'll gain: File I/O, Plot (Graphics), Data Visualization Software, Programming Principles, Computational Thinking, Matplotlib, Python Programming, NumPy, Data Processing, Algorithms, Data Import/Export, Computer Programming, Pandas (Python Package), Debugging, Data Manipulation, Data Structures, Graphing, Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    213 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Linear Algebra for Machine Learning & AI: Birla Institute of Technology & Science, Pilani
  • Forex Trading Strategies and Market Analysis: EDUCBA
  • Bookkeeping: Verify Financial Accuracy: Coursera
  • Machine Learning in Retail: Coursera
  • AWS Certified AI Practitioner (AIF-C01): Pearson
  • Segment Reporting and Financial Disclosure: EDUCBA
  • Build a Modern Computer from First Principles: Nand to Tetris Part II (project-centered course): Hebrew University of Jerusalem
  • ADP Entry-Level Compensation and Benefits Analyst: Automatic Data Processing, Inc. (ADP)
  • Excel Modeling: Organize, Document & Retrieve: Coursera
  • Networking Essentials & TCP/IP: Total Seminars

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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