Statistics & Probability for Business Analytics
Learn descriptive statistics, inferential statistics, probability, correlation analysis, and computational statistics
4.63 (4 reviews)
1,457
students
3.5 hours
content
Jan 2025
last update
$49.99
regular price
What you will learn
Learn the basic fundamentals of business analytics, its workflow, statistics and probability applications in this field
Learn about computational statistics using Python, Pandas, Numpy, Matplotlib, Scipy, Seaborn, and Scikit Learn
Learn about descriptive statistics and inferential statistics
Learn how to calculate mean, median, mode, sum, max, and min
Learn how to calculate standard deviation, variance, and range
Learn how to split data into quartiles and visualise data using histogram
Learn how to conduct hypothesis testing & t-test
Learn how to calculate confidence interval
Learn how to predict house prices using linear regression
Learn how to analyze price differences using ANOVA
Learn how to calculate joint probability and conditional probability
Learn how to calculate probability using Bayes Theorem
Learn how to calculate expected value
Learn about discrete distribution and continuous distribution
Learn how to calculate binomial distribution and poisson distribution
Learn how to calculate normal distribution, uniform distribution, and exponential distribution
Learn how to perform correlation analysis and calculate correlation coefficient
Learn how to predict customer churn using logistic regression
Screenshots
6384191
udemy ID
1/7/2025
course created date
1/18/2025
course indexed date
Bot
course submited by