Normal Distribution in Bangla| Gaussian Distribution | Statistics for Data Science

Описание: My LinkedIn link: linkedin.com/in/sylas-halder

My Mail: [email protected]
Z-table: https://z-table.com/

Are you ready to master the concepts of normal distribution and Gaussian distribution? In this video, we dive deep into the foundation of statistics, exploring everything from transforming non-normal data to making data fit a normal distribution. Whether you're a beginner or looking to strengthen your statistical skills, this video has something for everyone!

What You'll Learn:
📌 The concept of normal distribution and its significance in statistics.
📌 6 sigma Gaussian distribution and its applications in quality control.
📌 Real-life examples of bell curve distribution in healthcare, business, and nature.
📌 How to transform non-normal data to fit a normal distribution.
📌 Using tools like Excel and Casio calculators (e.g., fx-991EX, fx-CG50) for solving normal distribution problems.
📌 How to analyze non-normal data and apply ANOVA techniques.
📌 Understanding binomial, Poisson, and normal distributions with practical examples.
📌 Advanced topics like bivariate Gaussian distribution and conditional distribution of multivariate normal data.

Key Topics Covered:
Probability calculation using mean and standard deviation.
Practical tips for checking normality in SPSS and other tools.
Bell curve machine and its applications.
Examples of normal distribution in real life and how to model them.
Cumulative distribution function and its role in statistics.
Why Watch?
Whether you're a student, a researcher, or a professional, this video provides the knowledge you need to handle datasets, understand distributions, and excel in data analysis. From real-world examples to advanced statistical concepts, you'll gain the confidence to work with any dataset, be it discrete normal or continuous normal.

Tools You'll Use:
💻 Excel for plotting bell curves and analyzing distributions.
🖩 Casio calculators for quick statistical calculations.
📊 Techniques to compare normal and non-normal distributions.

Examples Highlighted:
How a soda machine dispensing normally distributed quantities impacts production quality.
Applications of bell-shaped distribution in business and healthcare.
Understanding financial modeling under non-Gaussian distributions.
📚 Keywords:
Normal distribution, Gaussian distribution, bell curve, transforming data, 6 sigma, probability, mean and standard deviation, SPSS, Excel, binomial distribution, Poisson distribution, bivariate Gaussian, bell curve examples, real-life normal distribution, ANOVA for non-normal data

🔔 Don’t forget to like, share, and subscribe to explore more on statistics and data analysis!

Got questions? Drop them in the comments below, and I’ll answer them in future videos. 😊