Complete Course 2023 2023-3 – Download

Explanation

Probability and Statistics: Complete Course 2023, This course is designed to take you from a beginner to an expert in probability and statistics. It is designed to be practical, hands-on and suitable for anyone who wants to use statistics in data science, business analytics or any other field to make better informed decisions. Videos full of worked examples and explanations so you’ll never get lost, and every technique covered is implemented in Microsoft Excel so you can use it right away. Key concepts covered in the course are: Descriptive Statistics: Means, measures of distribution, correlation and more. Data Cleaning: Identifying and removing outliers. Data Visualization: All standard data visualization techniques, built into Excel. Probability: Independent Events, Conditional Probability and Bayesian Statistics Discrete Distributions: Binomial, Poisson, expectation and variance and estimates. Continuous Distribution: Normal distribution, central limit theory and continuous random variables. It does not require prior knowledge, except for 2 optional videos at the end of the continuous distribution chapter, in which knowledge of calculus is required).

What will you learn?

Descriptive Statistics
Data Image
Probability theory
Bayesian statistics
Normalized Distributions (Binomial, Poisson and more)
Regular Distributions (Normal and Others)
Hypothesis tests
Retreat
Type I and Type II Errors
Chi-Squared Test

Who is this course for?

Data Scientists
Business Analysts
business students
People studying statistics
Anyone looking to empower decision making with an in-depth understanding of statistics.