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Statistics-Notes-for-Data-Science

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This repository contains comprehensive notes on various statistical concepts and methodologies, designed to aid in the understanding and application of statistical analysis. It serves as a valuable resource for students, researchers, and professionals looking to enhance their statistical knowledge and skills.

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# Statistics-Notes-For-Data-Science

![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/01%20Intro%20to%20Stats.jpg)

![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/02%20Sampling%20Techniques.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/03%20Scale%20of%20Measurements.jpg)

![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/04%20Random%20Variable.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/05%20Covariance%20and%20Corelation.jpg)

![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/06%20PDF.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/07%20CDF.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/08%20Bernoullis%20and%20Binomial%20Dist.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/09%20Poission%20Dist.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/10%20Uniform%20Distribution.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/11%20Discrete%20Uniform%20DIstribution.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/12%20Standard%20Normal%20Distribution.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/13%20Problem%20Statement.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/14%20Central%20Limit%20Theorem.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/15%20Inferential%20Statistics.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/16%20P%20Value.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/17%20Hypothesis%20Testing.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/18%20Hypothesis%20Testing%20and%20Z%20-%20test.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/19%20T%20Test.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/20%20Decision%20rule%2C%20Z%20test%2C%20T%20test.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/21%20Chi%20Squared%20test.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/22%20Problem%20Statement.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/23%20Anova.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/24%20Factorial%20Anova%2C%20%20F%20test%20Statistics.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/25%20problem%20Statement.jpg)
![](https://github.com/praj2408/Statistics-Notes-for-Data-Science.-Practical-and-Theory/blob/main/Statistics%20Notes/26%20Problem%20Statement.jpg)
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Statistics-Notes-for-Data-Science

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