Probability and Statistics: Complete Course 2023 from Udemy

Overview

Looking to dive into the world of probability and statistics? This beginner-friendly course is perfect for those who want to apply statistics in data science, business analytics, or any other field to make informed decisions. With a focus on practicality and hands-on learning, the course provides videos loaded with examples and explanations, ensuring you’re never left in the dark. Plus, all techniques are implemented in Microsoft Excel, so you can get started right away!

Throughout this comprehensive course, you’ll learn key concepts such as descriptive statistics, cleaning data, data visualization, probability, discrete and continuous distributions, hypothesis tests, regression, quality of tests, and chi-squared tests. Don’t sweat it if you’re new to the game—prior knowledge isn’t required (though, there are two optional videos in the continuous distribution chapter that will require knowledge of calculus). So why wait? Enhance your understanding of probability and statistics while gaining some valuable Excel experience!

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Skills you’ll learn

1. Descriptive Statistics: Understanding averages, measures of spread, correlation.
2. Cleaning Data: Identifying and removing outliers.
3. Data Visualization: Mastering standard techniques for visualizing data in Excel.
4. Probability: Grasping independent events, conditional probability, and Bayesian statistics.
5. Discrete Distributions: Learning binomial, Poisson, expectation, variance, and approximations.
6. Continuous Distributions: Comprehending normal distribution, central limit theorem, and continuous random variables.
7. Hypothesis Tests: Conducting tests using binomial, Poisson, normal distributions, T-tests, and confidence intervals.
8. Regression: Implementing linear regression analysis, correlation testing, and non-linear regression models.

Summary

Embark on an enlightening journey into the world of probability and statistics with Woody Lewenstein’s comprehensive 2023 course. Comprising 104 captivating lessons, this top-rated class has already attracted 266 eager learners, garnering an impressive 4.8 out of 5 rating. Don’t miss the chance to elevate your understanding of these fascinating mathematical disciplines!