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

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.

📚 Welcome to Tathyavigyan Gurukul | Data Science & AI
Your complete learning hub for Data Science, Artificial Intelligence, Machine Learning, SQL, Tableau, Power BI, and Full-Stack Data Science.

This channel offers complete training in data science full course, statistics for data science, python for data science, pandas, numpy, data analysis, data scientist roadmap, machine learning course, AI tutorial, SQL full course, power bi tutorial, tableau course, data science projects, github portfolio for data science, kaggle guide, linkedin profile for data science job, data science resume, and data analyst interview preparation.

🎯 Our mission:
To make you an industry-ready Data Scientist or Data Analyst with real-world skills.

👉 Subscribe now for the complete Full Stack Data Science & AI course
👉 Like & Share this video to support the channel
👉 Comment if you want Lecture 29 soon!

🚀 Learn • Build • Grow • Succeed with Tathyavigyan Gurukul

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

#statistics #datascience #statisticsfordatascience
#populationvssample #datatypes #machinelearning #ai