## Description

Probability and Statistics: Complete Course 2023, the probability and statistics training course has been published by Udemy Academy. This course is designed to take you from a beginner to an expert in probability and statistics. This software is designed to be practical and suitable for anyone who wants to use statistics in data science, business analytics or any other field to make better informed decisions. The videos are full of practical examples and explanations so you’ll never get confused, and all the techniques mentioned are implemented in Microsoft Excel so you can use them right away.

No prior knowledge is required except for the 2 optional videos at the end of the continuous distribution chapter, where knowledge of calculus is required. The key concepts taught in this course are: Descriptive statistics: means, measures of spread, correlation and many more. Data cleanup: identify and delete redundant data. Data Visualization: All standard techniques for data visualization built into Excel. Probability: independent events, conditional probability and Bayesian statistics. Discrete distribution: binomial, Poisson, expectation and variance and approximation. Continuous distribution: normal distribution, central limit theorem and continuous random variables

### What you will learn

• Descriptive Statistics
• Data visualization
• Probability theory
• Bayesian statistics
• Discrete distribution (binomial, Poisson and Moore)
• Continuous distribution (normal etc.)
• Hypothesis tests
• regression
• Type I and II errors
• Test Chi– Squared

### Who is this course suitable for?

• Data scientists
• People who study statistics
• Anyone looking to increase their decision-making power with a thorough understanding of statistics.

### Probability and Statistics: Complete Course 2023

• Publisher: Udemy
• teacher : Woody Lewenstein
• English language
• Education level: all levels
• Number of courses: 103
• Training duration: 16 hours and 19 minutes

### Course prerequisites

• No pre-requisites for most of the course. One small optional section requires knowledge and calculus, but other than that this is suitable for beginners.

### Installation guide

After Extract, view with your favorite Player.

Subtitle: None

Quality: 720p

### Size

13.58 GB

4.5/5 – (1481 points)