Statistics for Data Science Explained | Population vs Sample & Types of Data

Описание: In this video, we start Statistics for Data Science and explain the most important foundational concepts including population vs sample, types of variables, and types of data with clear real-world examples.
This lecture is designed for beginners and aspiring Data Scientists who want to build strong statistical foundations.

📌 This is LECTURE 28 of the Full Stack Data Science & AI Course.

🔥 In this video, you will learn:
• Introduction to Statistics for Data Science
• What is population and sample data? (1:40)
• What is a variable in statistics?
• Quantitative data and quantitative variables (29:40)
• Categorical data and categorical variables
• Difference between data and variables
• Real-world examples of statistical data

🧪 Statistics topics covered:
statistics basics, population vs sample, quantitative data,
categorical data, types of variables, data types in statistics.

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Keywords:
statistics for data science, population vs sample,
quantitative data, categorical data, types of variables,
statistics for beginners, data science statistics.

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#populationvssample #datatypes #machinelearning #ai