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These courses dive deeper into the probability-related topics, building upon the foundational knowledge covered in the Foundational set of courses. Tailored for both high-school pupils and university students, these courses feature more valuable applications, insights and even more challenging problems.
Key words: Theoretical dive into probability theory, continuous & discrete worlds, two modes: high school / uni.
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10 or 15 lessons
Coming Soon
No special prerequisites
PA-2 content is assumed
Key words: Bayes' theorem, its extension and applications, intro to ML theories, optional Python learning
8 lessons
Coming Soon
No special prerequisites
PA-5 for the 2nd half
Key words: further statistics, chi-squared and t-tests, important new distributions, frequentists world.
6 lessons
Coming Soon
No special prerequisites
PA-5 content is needed
Key words: correlation, linear regression (of course..), unbelievably applicable, finance job interviews.
6 lessons
Coming Soon
No special prerequisites
PA-5 (uni-mode) is needed
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