Descriptions
Probability and Statistics: Complete Course 2025, This course is designed to take you from beginner to expert in probability and statistics. It is practical and hands-on, suitable for anyone who wants to use statistics in data science, business analytics or other fields to make better informed decisions. Videos are packed with worked examples and clear explanations, and every technique covered is implemented in Microsoft Excel so you can put it to use immediately.
Key concepts include descriptive statistics, data cleaning and outlier handling, standard data visualization techniques embedded in Excel, probability theory including conditional and Bayesian approaches, discrete distributions such as binomial and Poisson with expectations and variances, continuous distributions including the normal distribution and the central limit theorem, hypothesis testing using binomial, Poisson and normal approximations plus t-tests and confidence intervals, regression analysis including linear and non-linear models, quality of tests (Type 1 and Type 2 errors, power and size), chi-squared tests for association and goodness of fit, and much more. The course requires no prior knowledge except for 2 optional videos at the end of the continuous distributions chapter that assume calculus.
What you’ll learn
- Descriptive Statistics
- Visualizing Data
- Probability Theory
- Bayesian Statistics
- Discrete Distributions (Binomial, Poisson and More)
- Continuous Distributions (Normal and Others)
- Hypothesis Tests
- Regression
- Type I and Type II Errors
- Chi-Squared Test
Who this course is for
- Data Scientists
- Business Analysts
- Business Students
- People studying Statistics
- Anyone looking to power their decision making with a thorough understanding of statistics.
Specificatoin of Probability and Statistics: Complete Course 2025
- Publisher : Udemy
- Teacher : Woody Lewenstein
- Language : English
- Level : All Levels
- Duration : 16 hours and 18 minutes
Content of Probability and Statistics: Complete Course 2025
Requirements
- 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.
Pictures
Sample Clip
Installation Guide
Extract the files and watch with your favorite player
Subtitle : English
Quality: 720p
Download Links
Downloadly
Rapidgator
Password file(s): www.downloadly.ir
File size
13.66 GB
