Description
Probability and Statistics for Business and Data Science is the name of a course from Udemy that shows how to use statistics and probability to succeed in business and data science. In this course, you will get to know the theoretical concepts and how to implement statistical topics in real world problems and you will learn the techniques of success in business. Each part of this course has many exercises and questions and teaches you the concepts completely.
At the beginning of the course, we talk about data and how to test it by measuring central tendency and dispersion, and then we examine how to analyze bivariate data sources. We then move on to probabilities and learn about combinations and permutations. In the following topic, we will examine the most important distributions in statistics and get acquainted with binomial, uniform, and Poisson distribution. At the end of the course, we learn variance analysis and become familiar with regression analysis.
Items taught in this course:
- Familiarity with probability topics
- Using statistical topics in business
- Using different statistical distributions
- Applying statistical methods to business problems
- Understanding the function of regression models
- Getting to know the chi-square test
- Familiarity with data types
Specifications of the Probability and Statistics for Business and Data Science course:
- English language
- Duration: 5 hours and 14 minutes
- Number of courses: 53
- Education level: Intermediate
- Lecturer: Jose Portilla
- File format: mp4
Course headings
53 lectures 05:14:16
Introduction
2 lectures 05:39
Data
8 lectures 01:00:51
Probability
9 lectures 52:21
Distributions
8 lectures 55:08
Statistics
11 lectures 01:08:31
Analysis of Variance (ANOVA)
7 lectures 34:08
Regression
4 lectures 24:27
Chi-Square Analysis
3 lectures 12:58
BONUS SECTION: THANK YOU!
1 lecture 00:10
Course prerequisites
- Paper and pencil to take notes
- Optional: Excel or Python to run simulations
Pictures
Sample video
Installation guide
After extracting, watch with your favorite player.
English subtitle
Quality: 720p
download link
Password file(s): www.downloadly.ir
Size
1.44 GB
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