Here is a list of resources to learn probability and probability brain teasers for quantitative analysts, along with descriptions and links:
Probability Learning Resources:
Khan Academy - Probability:
Khan Academy offers a comprehensive set of tutorials on probability. It covers basic concepts, conditional probability, random variables, and more.
Khan Academy - Probability
Coursera - Probability and Statistics in Data Science using Python:
This Coursera course provides an introduction to probability and statistics in the context of data science, using the Python programming language.
Probability and Statistics in Data Science using Python
edX - Introduction to Probability and Statistics:
An edX course offered by MIT, introducing fundamental concepts in probability and statistics. It covers topics such as probability distributions, statistical inference, and hypothesis testing.
Introduction to Probability and Statistics
Brilliant - Probability and Statistics Fundamentals:
Brilliant offers interactive courses on probability and statistics fundamentals. It includes problem-solving exercises to enhance understanding.
Probability and Statistics Fundamentals
Probability Brain Teasers:
Project Euler:
Project Euler provides a collection of challenging mathematical and computational problems. Some problems involve probability, making it a great resource for brain teasers.
Project Euler
Brilliant - Probability Puzzles:
Brilliant's Probability Puzzles section offers a variety of challenging and fun probability problems to solve. It's a great way to test and improve your understanding of probability concepts.
Probability Puzzles
Kaggle - Probability Challenges:
Kaggle often hosts competitions and challenges that involve probability-based problem-solving. Participating in Kaggle competitions is a practical way to apply and enhance your probability skills.
Kaggle Competitions
Fermi Questions:
Fermi questions are brain teasers that involve estimation and probability reasoning. They are often open-ended questions that require creative thinking and approximation.
Fermi Questions
Math Stack Exchange - Probability Tag:
Math Stack Exchange is a community where you can find and ask probability-related questions. Exploring and solving problems shared by the community can be a great learning experience.
Math Stack Exchange - Probability Tag
Use these resources to build a strong foundation in probability theory and challenge yourself with brain teasers to enhance your quantitative analysis skills.
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