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Course overview
Unlock the power of probability in data-driven decision-making with Probability for Data Analysis. This short course introduces the fundamental principles of probability, helping you understand uncertainty, randomness, and statistical inference. From probability rules and distributions to Bayesian inference and Markov chains, you’ll develop a strong foundation in probability theory and its real-world applications in data analysis.
Whether you’re new to probability or looking to refine your analytical skills, this course will give you the essential tools to work confidently with data.
What you'll learn
This course provides a structured, practical, and job-focused approach to probability in data analysis. Here’s what you’ll gain:
- Introduction to Probability: Explore probability in the real world and its role in data analysis.
- Fundamental Probability Concepts: Learn key terms, axioms, and the probability scale.
- Rules of Probability: Master the addition and multiplication rules, conditional probability, and Bayes’ theorem.
- Probability Distributions: Understand key distributions, including normal, binomial, and Poisson.
- Random Variables & Statistical Relationships: Explore joint probability, independence, covariance, and correlation.
- Theoretical Foundations: Learn the Law of Large Numbers, Central Limit Theorem, and Bayesian inference.
Study method
- Online
- Blended
- In-class
Awards
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FAQs
Who is this course for?
This course is designed for anyone looking to build a strong foundation in probability for data analysis. Whether you’re a beginner, a student, or a professional looking to enhance your analytical skills, this course provides practical knowledge that can be applied to real-world data.
Can you tailor a study package for me?
Yes, we can tailor a study package for you based on your experience level and taking into consideration studies you have already completed.
About ITonlinelearning
Located in Sittingbourne, Kent in the United Kingdom, ITonlinelearning was founded by Jeremy Dargie in 2007. Our aim is to help both aspiring and seasoned professionals gain internationally recognised, accredited certifications that enable them to begin and develop their careers and develop into sought-after and well-versed professionals.
We are able to tailor your courses to your specific needs, giving you the opportunity to study courses on offer from world-leading companies such as PeopleCert, CompTIA, Axelos, APM, APMG, BCS, DMI and CMI, to name but a few. These certifications will help you, like thousands of others, reach your certification goals and beyond, ensuring that you develop your chosen career into a lucrative and rewarding profession.
