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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: New
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    Packt

    Data Science Essentials: Analysis, Statistics, and ML

    Skills you'll gain: Plotly, NumPy, Probability & Statistics, Dashboard, Statistics, Pandas (Python Package), Data Analysis, Statistical Analysis, Regression Analysis, Data Manipulation, Python Programming, Analytics, Statistical Methods, Applied Machine Learning, Probability, Data Science, Statistical Modeling, Machine Learning, Interactive Data Visualization, Performance Tuning

    4.7
    Rating, 4.7 out of 5 stars
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    17 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Imperial College London

    Mathematics for Machine Learning

    Skills you'll gain: Linear Algebra, Dimensionality Reduction, NumPy, Regression Analysis, Calculus, Applied Mathematics, Probability & Statistics, Machine Learning Algorithms, Jupyter, Data Science, Advanced Mathematics, Statistics, Statistical Analysis, Artificial Neural Networks, Algorithms, Data Manipulation, Python Programming, Machine Learning, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
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    15K reviews

    Beginner · Specialization · 3 - 6 Months

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    Whizlabs

    Microsoft Fabric: Ingest and Transform Data

    Skills you'll gain: Real Time Data, Data Pipelines, Data Transformation, Data Integration, Data Processing, Extract, Transform, Load, Power BI, Data Lakes, PySpark, Apache Spark, Data Quality, Data Governance, Analytics

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    Statistical Estimation for Data Science and AI

    Skills you'll gain: Statistical Methods, Statistical Inference, Probability & Statistics, Sampling (Statistics), Statistical Analysis, Probability Distribution, Descriptive Statistics, Artificial Intelligence

    Build toward a degree

    4.1
    Rating, 4.1 out of 5 stars
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    88 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
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    C

    Coursera

    Tableau Public for Beginners: Data Visualization Basics

    Skills you'll gain: Dashboard, Interactive Data Visualization, Data Presentation, Tableau Software, Data Visualization Software, Data Analysis Software, Digital Publishing, Key Performance Indicators (KPIs), Data Import/Export

    3.8
    Rating, 3.8 out of 5 stars
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    9 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Tsinghua University

    Data Structures and Algorithms (I)

    Skills you'll gain: Data Structures, Algorithms, Computational Thinking, Computer Programming, Computer Science

    3.1
    Rating, 3.1 out of 5 stars
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    33 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Java Built in Data Structures

    Skills you'll gain: Java, Data Structures, Java Programming, Data Access, Data Cleansing

    4.6
    Rating, 4.6 out of 5 stars
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    20 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    Modern Data Analytics with Python, Excel & Generative AI

    Skills you'll gain: Business Intelligence, Excel Macros, Pandas (Python Package), Prompt Engineering, Forecasting, Data Storytelling, Time Series Analysis and Forecasting, Regression Analysis, Data Quality, ChatGPT, Microsoft Excel, Data Ethics, Generative AI, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Exploratory Data Analysis, Data Visualization, Statistical Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    388 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Performing Data Aggregation using SQL Aggregate Functions

    Skills you'll gain: SQL, MySQL, Data Manipulation, Data Access, PostgreSQL, Data Management

    4.7
    Rating, 4.7 out of 5 stars
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    79 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    Corporate Finance Institute

    Data Science & Machine Learning Fundamentals

    Skills you'll gain: Feature Engineering, Data Science, Data Analysis, Business Analytics, Data Literacy, Predictive Analytics, Data-Driven Decision-Making, Regression Analysis, Data Modeling, Classification And Regression Tree (CART), Statistical Analysis, Business Intelligence, Data Storytelling, Machine Learning, Supervised Learning, Data Cleansing, Exploratory Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Microsoft

    Data Analysis, Visualization, and Communication with Copilot

    Skills you'll gain: Microsoft Copilot, Natural Language Processing, Data Storytelling, Technical Communication, Data Visualization, Data-Driven Decision-Making, Interactive Data Visualization, Generative AI, Data Visualization Software, Data Analysis, Strategic Communication, Communication, Big Data, Responsible AI, Artificial Intelligence, Presentations, Advanced Analytics

    4.7
    Rating, 4.7 out of 5 stars
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    32 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Macquarie University

    Cyber Security: Data & Identity Security

    Skills you'll gain: Cryptography, Identity and Access Management, Information Privacy, AWS Identity and Access Management (IAM), Encryption, Personally Identifiable Information, Data Security, Authentications, Threat Detection, User Provisioning, Cybersecurity, Threat Modeling, Multi-Factor Authentication, Cyber Attacks, Computer Security, Cyber Security Strategy, Data Management, Security Management, Cyber Risk, Security Awareness

    4
    Rating, 4 out of 5 stars
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    6 reviews

    Intermediate · Specialization · 3 - 6 Months

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1…737475…749

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

  • Data Science Essentials: Analysis, Statistics, and ML: Packt
  • Mathematics for Machine Learning: Imperial College London
  • Microsoft Fabric: Ingest and Transform Data: Whizlabs
  • Statistical Estimation for Data Science and AI: University of Colorado Boulder
  • Tableau Public for Beginners: Data Visualization Basics: Coursera
  • Data Structures and Algorithms (I): Tsinghua University
  • Java Built in Data Structures: Coursera
  • Modern Data Analytics with Python, Excel & Generative AI: Coursera
  • Performing Data Aggregation using SQL Aggregate Functions: Coursera
  • Data Science & Machine Learning Fundamentals: Corporate Finance Institute

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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