課程介紹

HOW BECOME A PROBABILITY & STATISTICS MASTER IS SET UP TO MAKE COMPLICATED MATH EASY:

This 163-lesson course includes video and text explanations of everything from Probability and Statistics, and it includes 45 quizzes (with solutions!) and an addi

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哪些人適合這堂課？

• Current probability and statistics students, or students about to start probability and statistics who are looking to get ahead
• Homeschool parents looking for extra support with probability and statistics
• Anyone who wants to study math for fun after being away from school for a while

學習目標

• Visualizing data, including bar graphs, pie charts, venn diagrams, histograms, and dot plots
• Analyzing data, including mean, median, and mode, plus range and IQR and box-and-whisker plots
• Data distributions, including mean, variance, and standard deviation, and normal distributions and z-scores
• Probability, including union vs. intersection and independent and dependent events and Bayes’ theorem
• Discrete random variables, including binomial, Bernoulli, Poisson, and geometric random variables
• Sampling, including types of studies, bias, and sampling distribution of the sample mean or sample proportion, and confidence intervals
• Hypothesis testing, including inferential statistics, significance level, type I and II errors, test statistics, and p-values
• Regression, including scatterplots, correlation coefficient, the residual, coefficient of determination, RMSE, and chi-square

課程介紹

This workshop is designed to help you make sense of basic probability and statistics with easy-to-understand explanations of all the subject’s most important concepts. Whether you are starting from scratch or if you are in a statistics class and stru

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哪些人適合這堂課？

• Current students who are (or will soon be) taking a course in introductory statistics with their home institutions
• People in business who want a better grasp of probability and statistics.

學習目標

• By the end of this workshop you should be able to pass any introductory statistics course
• This workshop will teach you probability, sampling, regression, and decision analysis

課程介紹

I know, Probability and Statistics is difficult. But is there a way to make it easy? Of course. I for one managed that.

I know a lot of people struggle with it; a very small group of people are good at it. Back in university, I was in that bigger gr

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哪些人適合這堂課？

• high school students
• university students
• courses that require probability and statistics (e.g. computer science, and other sciences)

學習目標

• representation and characterisation of data
• elementary probability theory
• combinatorics
• rules for computing probabilities
• conditional probability and independence of events
• discrete random variables and their probability distributions
• expectation value of a discrete random variable
• examples of discrete random variables
• moment generating functions
• continuous random variables and their probability distributions
• expectation value of a continuous random variable
• examples of continuous random variables
• Chebyshev’s theorem
• bivariate probability distributions
• expectations of functions of random variables
• covariance
• independent random variables
• sums of independent random variables
• hypothesis testing

課程介紹

Probability is probably the most fundamental skill you need to acquire if you want to be successful in the world of business. What most people don’t realize is that having a probabilistic mindset is much more important than knowing “absolute truths”.

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哪些人適合這堂課？

• People who want a career in Data Science
• People interested in a Business Intelligence career
• Business analysts
• Business executives
• Individuals who are passionate about numbers and quant analysis
• Anyone who wants to learn the subtleties of Probability and how it is used in the business world
• People who want to start learning probability
• People who want to learn the fundamentals of probability
• People who wish to extract insights from summarized statistics to understand academic papers

學習目標

• Understand probability theory
• Discover Combinatorics
• Learn how to use and interpret Bayesian Notation
• Different types of distributions variables can follow

課程介紹

This course is the key to learn how to crack statistics questions. It has students from over 100 countries and here is what some of them have to say about this Statistics course:

I already knew the basics of these concepts but I was struggling with

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哪些人適合這堂課？

• Students, who are new to statistics and want to learn in a simple and step by step manner
• Students, who are struggling with Statistics and need some solved questions to practice along
• Students, who would like to learn the approach of solving statistics questions to feel more confident in their Statistics exam

學習目標

• Practice questions from Permutations and Combinations, Probability, Discrete and Continuous Random Variables
• Understand the step by step approach to solve statistics questions
• Feel more confident in solving Statistics Questions
• Avoid silly mistakes in your Statistics exam

課程介紹

Most of us have learnt some Probability and Statistics in High School, or later in college, or as part of our MBA. We know the basic concepts, and may even use it regularly in our judgements and decisions!

However, what most of us may not be aware o

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哪些人適合這堂課？

• Leaders and Managers who want to avoid Statistics and Probability mistakes, while making decisions
• Management Students, and anyone else, who wants to use Probability and Statistics more accurately and effectively
• Anyone who wants to ensure that, they don’t fall into the several misconceptions and misleading dangers, while using Probability and Statistics

學習目標

• The common misconceptions and mistakes made in Probability and Statistics, for everyday Judgements and Decisions
• The Psychological Biases and Fallacies that make us assume and conclude wrongly, when using Probability and Statistics
• How to try and minimize such pitfalls, and use probability and statistics more effectively while making decisions.

課程介紹

Learn probability and statistics by solving problems.

This course will test your understanding of the basic concepts related to Probability, Statistics and Data Analysis. More than 100 questions with solutions have been included in this course.

The

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哪些人適合這堂課？

• Quality professionals appearing in the ASQ exams (such as CQE, CSSGB, CSSBB)

學習目標

• This Practice Tests course is designed to refresh your understanding of topics related to probability and statistics.
• Test your knowledge on topics related to probability and statistics before taking the ASQ CQE, CSSGB or the CSSBB exam.

課程介紹

Probability is a measure of uncertainty and we have to deal with it everywhere. Managing risk and optimizing system performance in uncertain situations are some of the major challenges faced by every professionals. This course discusses about probabi

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哪些人適合這堂課？

• Those who wish to take advantage of probability concepts in their activities
• Those who are excited about understanding nuances of Probability
• Students studying Probability for any purpose
• Students or professionals needing to learn probability concepts in risk management

學習目標

• Basic application oriented Probability concepts.
• First step towards use of Probability concepts in Optimization.
• Probability and sensitivity applied in Risk Management
• Common source of conceptual mistakes related to Probability theory application.
• To model the Probabilistic situations with greater ease.
• Sharpen the learning without focusing on probability formulas.

課程介紹

Are you studying for your first actuarial exam? Do you want to one day work as an Actuary, which is consistently ranked as a top 10 career?

Well then, you’ve come to the right place!

This is where you start. And it is the perfect time to start. Act

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哪些人適合這堂課？

• Actuarial Students
• Statistics Students
• Mathematics Students

學習目標

• Probability
• SOA Exam P and CAS Exam 1
• Probability for Actuaries
• Statistics
• Actuarial Science
• Random Variables
• Discrete Distributions
• Continuous Distributions