Probability and Statistics for Business and Data Science

BY
Udemy

Learn how to analyze data using dispersion and central tendency metrics, as well as how bivariate data sources may be connected to one another.

Mode

Online

Fees

₹ 3499

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based

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
₹ 3,499

Probability and Statistics for Business and Data Science Fee

Course

Fee in INR

Probability and Statistics for Business and Data Science

Rs. 3499

certificate availability

Yes

certificate providing authority

Udemy

Who it is for

Anyone interested in learning statistics and the probability to apply it to business or data science can join the course.

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

Statistical skills Data science knowledge

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.

The syllabus

Introduction

  • Course Overview Lecture - Please do not skip this
  • FAQ - Frequently Asked Questions

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

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.

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

How many downloadable resources are available in the Probability and Statistics for Business and Data Science training?

There are 35 downloadable resources available in the Probability and Statistics for Business and Data Science training.

What is the duration of the Probability and Statistics for Business and Data Science program?

The duration of the Probability and Statistics for Business and Data Science program is 5 hours.

Which provider offers the Probability and Statistics for Business and Data Science course?

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 how many articles?

The Probability and Statistics for Business and Data Science online training consist of 10 articles.

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