Probability and Statistics Masterclass - Making maths fun
Udemy Review
Location
Online(Course Link)
Dates
On Demand
Course Categories
Math, Science and Engineering
Certficate
Yes(Certificate of completion)
Language
English
Course Fees
US Dollar 285.6 (Check Course Page for Last Price)No. of Attendant
Unlimited
Acquired Skills/Covered Subjects
- You will learn visualizing data, including bar graphs, pie charts, histograms, data distributions, including mean, variance, and standard deviation, and normal distributions and z-scores,
- Analyzing data, including mean, median, and mode, plus range and IQR and box plots
| Provider Name | Udemy |
|---|---|
| Training Areas |
|
| Website | www.udemy.com |
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PROBABILITY & STATISTICS MASTERCLASS IS SET UP TO MAKE LEARNING FUN AND EASY
This 100+ lesson course includes 20+ hours of high-quality video and text explanations of everything from Probability, Statistics, Permutation and Combination. Topic is organized into the following sections:
Data Type - Random variable, discrete, continuous, categorical, numerical, nominal, ordinal, qualitative and quantitative data types
Visualizing data, including bar graphs, pie charts, histograms, and box plots
Analyzing data, including mean, median, and mode, IQR and box-and-whisker plots
Data distributions, including standard deviation, variance, coefficient of variation, Covariance and Normal distributions and z-scores
Different types of distributions - Uniform, Log Normal, Pareto, Normal, Binomial, Bernoulli
Chi Square distribution and Goodness of Fit
Central Limit Theorem
Hypothesis Testing
Probability, including union vs. intersection and independent and dependent events and Bayes' theorem, Total Law of Probability
Hypothesis testing, including inferential statistics, significance levels, test statistics, and p-values
Permutation with examples
Combination with examples
Expected Value
