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- FAQ - Frequently Asked Questions
Probability and Statistics for Business and Data Science
Learn how to analyze data using dispersion and central tendency metrics, as well as how bivariate data sources may be connected to one another.
Online
₹ 499 3,199
Quick facts
particular | details | |
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Medium of instructions
English
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Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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Course overview
The Probability and Statistics for Business and Data Science online course is a 5 hours on-demand program offered by Udemy which consists of 10 articles and 35 downloadable resources. The course teaches about the basics of probability. This hands-on course will cover statistics theory as well as how to apply statistics to real-world issues. Each module includes sample problems, in-class quizzes, and assessment exams.
The Probability and Statistics for Business and Data Science training begin by discussing the fundamentals of data, including how to evaluate it using measures of dispersion and central tendency, as well as how bivariate data sources may be related to one another. Following that, the course will delve into learning about combinations, probability, and conditional distribution and well as permutations and how to use the Bayes theorem.
The Probability and Statistics for Business and Data Science syllabus cover the most common distributions encountered in statistics, laying the groundwork for knowing how to work with binomial, uniform, normal, and Poisson distributions.
The highlights
- Access on mobile and TV
- 35 downloadable resources
- 5 hours on-demand video
- Certificate of completion
- Full lifetime access
- Course provider Udemy
- 10 articles
Program offerings
- Downloadable resources
- Online learning
- Lectures
- Articles
- Certification
Course and certificate fees
Fees information
Probability and Statistics for Business and Data Science Fee
Course | Fee in INR |
Probability and Statistics for Business and Data Science | Rs. 3199 |
certificate availability
certificate providing authority
Eligibility criteria
Certification Qualifying Details
After successfully completing the course content and program, participants will be awarded the Probability and Statistics for Business and Data Science certification.
What you will learn
After the successful completion of the Probability and Statistics for Business and Data Science online course, candidates will learn about data, measurement of central tendency and dispersion, probability, combinations, uniform and binomial distribution, central limit theorem, analysis of variance, chi-square analysis, regression, etc.
Who it is for
Anyone interested in learning statistics and the probability to apply it to business or data science can join the course.
Admission details
To get admission to the Probability and Statistics for Business and Data Science online program, follow the steps mentioned below:
Step 1: Click the link below to go to the official Udemy course page.
(https://www.udemy.com/course/probability-and-statistics-for-business-and-data-science/)
Step 2: To continue, select the 'Buy Now' option.
Step 3: Register by providing your contact details.
Step 4: Pay the fee and start learning.
The syllabus
Introduction
Data
- What is Data?
- Measuring Data
- Quiz #1 - Measuring Data
- Measurements of Central Tendency
- Quiz #2 - Measures of Central Tendency
- Measurements of Dispersion
- Quiz #3 - Measures of Dispersion
- Measurements - Quartiles
- Quiz #4 - Quartiles and IQR
- Bi-variate Data and Covariance
- Pearson Correlation Coefficient
- Section Assessment - Data
Probability
- What is Probability?
- Permutations
- Quiz #5 - Permutations
- Combinations
- Quiz #6 - Combinations
- Intersections, Unions, and Complements
- Independent and Dependent Events
- Quiz #7 - Independent & Dependent Events
- Conditional Probability
- Quiz #8 - Conditional Probability
- Addition and Multiplication Rules
- Bayes Theorem
- Quiz #9 - Bayes Theorem
- Section Assessment - Probability
Distributions
- Introduction to Distributions
- Uniform Distribution
- Quiz #10 - Uniform Distribution
- Binomial Distribution
- Quiz #11 - Binomial Distribution
- Poisson Distribution
- Quiz #12 - Poisson Distribution
- Normal Distribution
- Quiz #13 - Normal Distribution
- Normal Distribution - Formulas and Z Scores
- Quiz #14 - Z Score
- Section Assessment - Distributions
- Optional Resource - Dash Scripts
Statistics
- What is Statistics?
- Sampling
- Central Limit Theorem
- Quiz #15 - Sampling and CLT
- Standard Error
- Hypothesis Testing
- Hypothesis Testing Example Exercise #1
- Hypothesis Testing Example Exercise #2
- Quiz #16 - Hypothesis Testing #1
- Type 1 and Type 2 Errors
- Quiz #17 - Hypothesis Testing #2
- Student's T Distribution
- Student's T Distribution Example Exercise
- Section Assessment - Statistics
Analysis of Variance (ANOVA)
- Introduction to ANOVA
- ANOVA - Analysis of Variance
- F Distribution
- Two Way ANOVA Overview
- Two Way ANOVA Example Exercise
- Two Way ANOVA with Replication
- Section Assessment - ANOVA
Regression
- Linear Regression
- Regression Example
- Multiple Regression
- Section Assessment - Regression
Chi-Square Analysis
- Chi-Square Analysis
- Chi Squared Analysis - Exercise Example
- Section Assessment - Chi Square Analysis
Bonus Section: Thank You!
- BONUS LECTURE
How it helps
Candidates pursuing Probability and Statistics for Business and Data Science program will be benefited in the following ways:
- Candidates will learn about the fundamentals of probability and will be able to apply basic statistics.
- Students will learn about the measurement of central tendency and dispersion, data, combinations, probability, binomial and uniform distribution, etc.
- An online program completion certificate will be provided to the students completing the course.
Instructors
Mr Jose Portilla
Head of Data Science
Udemy
Other Bachelors, M.S
FAQs
There are 35 downloadable resources available in the Probability and Statistics for Business and Data Science training.
The duration of the Probability and Statistics for Business and Data Science program is 5 hours.
Udemy offers the Probability and Statistics for Business and Data Science course.
The Probability and Statistics for Business and Data Science online training consist of 10 articles.