Title

Probability and Statistics Masterclass - Making maths fun

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

4.43 (15 reviews)
Udemy
platform
English
language
Math
category
instructor
Probability and Statistics Masterclass - Making maths fun
160
students
20.5 hours
content
Jan 2025
last update
$59.99
regular price

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

Why take this course?

🚀 Probability and Statistics Masterclass: Your Gateway to Maths Mastery! 🎓

Are you ready to unlock the secrets of Probability, Statistics, Permutation, and Combination in a way that's as engaging as it is informative? Look no further! Our Probability & Statistics Masterclass is designed to turn complex concepts into clear, actionable knowledge with a blend of video, text, and hands-on practice. 📚➡️🤔

Course Highlights:

100+ Lessons | 20+ Hours of Content

  • Data Types: Master the various types of data, from categorical to numerical, and understand how they impact your analysis.
  • Visualizing Data: Learn to create and interpret bar graphs, pie charts, histograms, and box plots with ease.
  • Analyzing Data: Get comfortable with calculating mean, median, and mode, and learn about IQR and box-and-whisker plots.
  • Data Distributions: Dive into the mechanics of standard deviation, variance, coefficient of variation, and explore Normal distributions, Binomial, Bernoulli, Uniform, Log Normal, Pareto distributions, and more!
  • Chi Square Distribution & Goodness of Fit: Understand how to use Chi Square for goodness of fit tests.
  • Central Limit Theorem: Discover the power of large sample sizes in statistical analysis.
  • Hypothesis Testing: Learn the ins and outs of inferential statistics, significance levels, test statistics, and p-values.
  • Probability Fundamentals: Grip the nuances of union vs. intersection, independent vs. dependent events, Bayes' theorem, and Total Law of Probability.
  • Permutation & Combination: Solve real-world problems with permutations and combinations through practical examples.
  • Expected Value: Learn how to calculate expected values and their significance in probability theory.

Inside Every Section:

  • Intuitive Basics: We start from the ground up, ensuring you have a solid foundation before moving on to more complex ideas.
  • Comprehensive Lectures: High-quality video lectures with real-life examples will reinforce your understanding of each concept.
  • Worked Examples: Watch step-by-step worked examples that show different approaches to solving problems.
  • Logical Progression: Each lesson is crafted to build upon the previous one, ensuring a cohesive and logical learning experience.

Bonus Perks:

  • Lifetime Course Access: Revisit the course materials anytime you need a refresher.
  • Support in Q&A: Get help when you hit a roadblock from our friendly support community.
  • Udemy Certificate of Completion: Earn a certificate to showcase your newfound skills.
  • 30-Day Money-Back Guarantee: Try the course risk-free for 30 days. If you're not satisfied, we'll give your money back.

Why Choose This Course?

Engaging Content: A mix of video and text explains concepts clearly with real-world applications. ✅ Practical Examples: Hands-on practice helps solidify your understanding and application of the material. ✅ Logical Structure: Each topic builds upon the previous one to ensure a smooth learning curve. ✅ Community Support: Get answers to your questions from our knowledgeable community. ✅ Certification & Flexibility: Earn a certificate that can boost your resume and learn at your own pace. ✅ Risk-Free Trial: Enroll with confidence knowing you can get your money back if not fully satisfied.

Enroll today and transform the way you think about Probability and Statistics! 🌟 Let's embark on this journey to master these essential skills together. Can't wait to see you in class!

Screenshots

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Related Topics

5110996
udemy ID
25/01/2023
course created date
22/02/2023
course indexed date
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