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    Master the Fundamentals of Probability and Statistics

    Posted By: lucky_aut
    Master the Fundamentals of Probability and Statistics

    Master the Fundamentals of Probability and Statistics
    Duration: 5h | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 4.17 GB
    Genre: eLearning | Language: English

    Master the Fundamentals of Probability and Statistics

    What you'll learn:
    Permutations and Combinations
    Conditional Probability
    Bayes' Theorem
    Discrete Random Variables
    Continuous Random Variables
    Binomial Distribution
    Geometric Distribution
    Negative Binomial Distribution
    Poisson Distribution
    Normal Distribution
    Sampling
    Confidence Intervals
    Hypothesis Testing
    Correlations and Regression

    Requirements:
    Basic probability concepts learnt at middle school/secondary school level

    Description:
    Dear students,
    Welcome to this course "Master the Fundamentals of Probability and Statistics"!
    This course is designed specially for students who are: doing college-level probability and statistics, taking their IGCSE/GCE A level, the IB HL Math examinations or simply anyone who is interested to learn the basics of probability and statistics.
    At the end of the course, and depending on which exams you are taking, you will learn most/all of the following:
    Permutations and Combinations
    Classical Probability and Conditional Probability
    Discrete Random Variables
    Binomial Distribution, Poisson Distribution, Geometric Distribution and Negative Binomial Distribution
    Continuous Random Variables
    Cumulative Density Functions
    Normal Distributions
    Sampling, Central Limit Theorem and Estimation Theories
    Hypothesis Testing
    Confidence Intervals
    Correlations and Regression
    Along the way, there will be quizzes and practice questions for you to get familiarized with the concepts. There may also have bonus lectures which will further enhance your understanding of the topics. If you encounter any problems, please do not hesitate to contact me for more clarifications.
    I hope that you will find this course useful in your academic and professional pursuit. Enjoy the course! Cheers! ;-)
    Dr Ling, PhD

    Who this course is for:
    GCE/IGCSE 'A' Levels students
    IB Diploma students
    Undergraduate students who need a revision of probability and statistics
    Working professionals who need a revision of probability and statistics for their work

    More Info