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Probability and Statistics: Complete Course 2023  | Discount Coupon for Udemy Course
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Probability and Statistics: Complete Course 2023 | Discount Coupon for Udemy Course

$9.99 $84.9988% off
Price expires 1 year ago

Learn the Probability and Statistics You Need to Succeed in Data Science and Business Analytics | Discount Coupon for Udemy Course

(0 ratings)
20 students
Created by:
Last updated 3/2023Course Language EnglishCourse Caption English [Auto]Course Length 16:20:30 to be exact 58830 seconds!Number of Lectures 103
This course includes:
  • 16.5 hours hours of on-demand video
  • 8 article
  • Certificate of completion
  • 8 additional resources

This is course designed to take you from beginner to 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 packed with worked examples and explanations so you never get lost, and every technique covered is implemented in Microsoft Excel so that you can put it to use immediately.Key concepts taught in the course are:Descriptive Statistics: Averages, measures of spread, correlation and much more.Cleaning Data: Identifying and removing outliersVisualization of Data: All standard techniques for visualizing data, embedded in Excel.Probability: Independent Events, conditional probability and Bayesian statistics.Discrete Distributions: Binomial, Poisson, expectation and variance and approximations.Continuous Distributions: The Normal distribution, the central limit theorem and continuous random variables.Hypothesis Tests: Using binomial, Poisson and normal distributions, T-tests and confidence intervals.Regression: Linear regression analysis, correlation, testing for correlation, non-linear regression models.Quality of Tests: Type I and Type II errors, power and size, p-hacking.Chi-Squared Tests: The chi-squared distribution and how to use it to test for association and goodness of fit.Much, much more!It requires no prior knowledge, with the exception of 2 optional videos at the end of the continuous distribution chapter, in which knowledge of calculus is required).Who this course is for:Data ScientistsBusiness AnalystsBusiness StudentsPeople studying StatisticsAnyone looking to power their decision making with a thorough understanding of statistics.

Course Content:

Sections are minimized for better readability, click the section title to view the course content

2 Lectures | 04:21
16 Lectures | 01:48:22
3 Lectures | 27:40
9 Lectures | 01:19:10
3 Lectures | 26:02
8 Lectures | 01:15:11
18 Lectures | 02:30:35
16 Lectures | 03:12:43
11 Lectures | 01:59:29
8 Lectures | 01:16:57
4 Lectures | 56:02
5 Lectures | 01:03:57
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