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
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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
Instructor
![Dr Ling Meng Kay Daniel, PhD](data:image/svg+xml,%3Csvg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 64 64"%3E%3C/svg%3E){kind=avatar}
- 4.6 Instructor Rating
- 45 Reviews
- 1,097 Students
- 7 Courses
Hi everyone! I am Dr Daniel Ling and I am a lecturer in Singapore with more than 16 years of experience teaching and tutoring Math and Physics. I have taught students from various top schools in Singapore such as the Raffles Girls’ School, Dunman High School, Catholic High School (CHS), Nanyang Girls’ High School, Nanhua High School, ACS(Independent), SJI, School of the Arts, Xinmin Sec School, Holy Innocents’ High School, Raffles Institution (formerly Raffles JC), National JC, St Andrew JC, Serangoon JC, Nanyang JC, Jurong JC, Tampines JC etc.
Currently, I am an associate lecturer at a private school where I teach Physics and Mathematics to both local and international students under the school’s GCE O/A Levels preparatory courses.
I possesses a bachelor degree in Electrical Engineering (2nd Upper Hons) from NUS, a Post-Graduate Diploma in Education (Credit) from NIE, a MBA from Australian Institute of Business and a Master of Education (M.Ed) from Aspen University, United States, specializing in curriculum development and outcome assessment. I also hold a PhD in Education from Asia e University.
I am passionate about mathematics and physics and I hope to share my passion with all my students!