Probability Theory Basics
Kurs
885 Studenter redan inskrivna- Grasp the foundational elements of probability theory and its properties.
- Gain the ability to calculate the probability of complex events using geometrical probability.
- Understand discrete and continuous distributions, such as binomial, Poisson, and Gaussian distributions.
- Explore the concepts of covariance and correlation to measure statistical relationships.
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Det finns 5 moduler i denna kurs
Probability theory is a fundamental branch of mathematics that deals with the study of uncertainty and randomness. It provides a framework for understanding and quantifying uncertainty in various fields, including statistics, data analysis, machine learning, finance, physics, and more.- Stochastic Experiment and Random EventFörhandsgranska
- Probability and It's PropertiesFörhandsgranska
- Geometrical ProbabilityFörhandsgranska
- Challenge: Solving the Task Using Geometric ProbabilityFörhandsgranska
- Independence and Incompatibility of Random EventsFörhandsgranska
- Conditional ProbabilityFörhandsgranska
- Inclusion-Exclusion PrincipleFörhandsgranska
- Challenge: Solving the Task Using Inclusion-Exclusion PrincipleFörhandsgranska
- The Multiplication Rule of ProbabilityFörhandsgranska
- Law of Total ProbabilityFörhandsgranska
- Bayes' TheoremFörhandsgranska
- Challenge: Solving the Task Using Bayes' TheoremFörhandsgranska
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Studentomdömen
4.8
16 omdömen
5
81%
4
19%
3
0%
2
0%
1
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Visar 3 av 16 omdömen
4
Recenserad den Mar 19, 2025
Clear explanation combined with quiz questions that were challenging but not too hard, and the questions were on-topic. Providing AI support also helped a lot.
Andrew graves
5
Recenserad den Dec 5, 2024
good python
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5
Recenserad den Nov 4, 2024
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