Probability and Statistics Masterclass - Making maths fun

Learn everything from Probability, Statistics, Permutation and Combination with walk along practice questions

Ratings: 4.48 / 5.00




Description

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.


AND HERE'S WHAT YOU GET INSIDE OF EVERY SECTION:


  • We will start with basics and understand the intuition behind each topic

  • Video lecture explaining the concept with many real life examples so that the concept is drilled in

  • Walkthrough of worked out examples to see different ways of asking question and solving them

  • Logically connected concepts which slowly builds up

Enroll today ! Can't wait to see you guys on the other side and go through this carefully crafted course which will be fun and easy.


YOU'LL ALSO GET:


  • Lifetime access to the course

  • Friendly support in the Q&A section

  • Udemy Certificate of Completion available for download

  • 30-day money back guarantee

What 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
  • Different types of distribution - Bernoulli, Binomial, Uniform, Normal, Pareto, Chi square, Hypothesis Testing, Central limit theorem
  • Probability, including union vs. intersection and independent and dependent events and Bayes' theorem
  • Permutation with examples
  • Combination with examples
  • Different types of distributions - Uniform, Log Normal, Pareto, Normal, Binomial, Bernoulli Chi Square distribution and Goodness of Fit
  • Central Limit Theorem
  • Hypothesis Testing

Who Should Attend!

  • Students currently studying probability and statistics or students about to start probability and statistics
  • Anyone who wants to study math for fun
  • Anyone wanting to learn foundational Maths for Data Science