Basics of Bayesian Statistics
4 Students
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1 Year
Access -
Intermediate
Skill Level -
Course Certificate
Certificate -
15
Units -
0
Quizzes -
1 hour, 20 minutes
Duration
Overview
Introduce yourself to the core principles of Bayesian statistics and strengthen your understanding of statistics with our Basics of Bayesian Statistics course. This course is designed to provide you with quality training and help you take your skills to the next level.
This course is the perfect place to develop a clear understanding of Bayesian statistics. The course will help you understand the difference between Bayesian and Frequentist probability models. Then, you will get the chance to explore the vital parts of conditional probability. In addition, the course will educate you on developing Bays’ theoram. By the end of this course, you will get an overall understanding of Bayesian statistics. Join now!
Course Preview
Learning Outcomes
- Familiarise yourself with the difference between Bayesian and Frequentist models of probability
- Understand the core principles of conditional probability
- Receive detailed lessons on developing Bay’s theorem
- Learn about Thomas Bayes’ Puzzle and the solution to the puzzle
Why Take This Course From John Academy?
- Affordable, well-structured and high-quality e-learning study materials
- Meticulously crafted, engaging and informative tutorial videos and materials
- Efficient exam systems for the assessment and instant result
- Earn UK & internationally recognised accredited qualification
- Easily access the course content on mobile, tablet, or desktop from anywhere, anytime
- Excellent career advancement opportunities
- Get 24/7 student support via email
What Skills Will You Learn from This Course?
Bayesian Statistics
Who Should Take This Basics of Bayesian Statistics Course?
Whether you’re an existing practitioner or an aspiring professional, this course is an ideal training opportunity. It will elevate your expertise and boost your CV with key skills and a recognised qualification attesting to your knowledge.
Are There Any Entry Requirements?
This Basics of Bayesian Statistics course is available to all learners of all academic backgrounds. But learners should be aged 16 or over to undertake the qualification. And a good understanding of the English language, numeracy, and ICT will be helpful.
Basics of Bayesian Statistics Course Certification
After completing and passing the Basics of Bayesian Statistics course successfully, you will be able to obtain a Recognised Certificate of Achievement. Learners can obtain the certificate in hard copy at £14.99 or PDF format at £11.99.
Career Path
This exclusive Basics of Bayesian Statistics course will equip you with effective skills and abilities and help you explore career paths such as
- Data Scientist/Analyst
- Quantitative Researcher/Analyst
- Econometrician
- Quality Control Analyst
- Academic Researcher
Course Curriculum
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Introduction 00:01:00
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Bayesian vs Frequentist models of probability 00:09:00
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Conditional Probability Intro 00:03:00
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Conditional Probability on Venn Diagrams 00:07:00
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Conditional Probability on Tree Diagrams 00:04:00
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Tree Diagram Example Question 00:05:00
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Conditional Probability and Normal Distributions 00:04:00
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Counter Intuitive Results with the Normal Distribution 00:08:00
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Developing Bayes’ Theorem part 1 00:07:00
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Developing Bayes’ Theorem part 2 00:08:00
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Thomas Bayes’ Puzzle 00:07:00
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A Bayesian Solution to the Puzzle 00:07:00
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Simulating a Solution 00:09:00
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End of the course 00:01:00
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