What are the best resources for learning probability to prepare for a quant trading interview?
NupurEnlightened
What are the best resources for learning probability to prepare for a quant trading interview?
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To prepare for a quantitative trading interview and gain a solid understanding of probability, you can utilize a combination of online courses, textbooks, and practice problems. Here are some recommended resources:
– edX: “Probability – The Science of Uncertainty and Data” by Massachusetts Institute of Technology (MIT)
– Coursera: “Introduction to Probability and Data” by Duke University
– Udemy: “Probability for Statistics and Data Science” by 365 Careers
– “Probability and Statistics” by Morris H. DeGroot and Mark J. Schervish
– “Introduction to Probability Models” by Sheldon Ross
– “A First Course in Probability” by Sheldon Ross
– Khan Academy: Offers comprehensive video tutorials and practice exercises on probability and statistics.
– MIT OpenCourseWare: Provides free lecture notes, assignments, and exams from MIT’s probability courses.
– “Introduction to Probability” by Charles M. Grinstead and J. Laurie Snell: This free online textbook includes practice problems and solutions.
– “Schaum’s Outline of Probability and Statistics” by Murray R. Spiegel and John J. Schiller: Contains a vast collection of solved problems and practice exercises.
Additionally, consider exploring specific topics relevant to quantitative trading, such as stochastic processes, time series analysis, and mathematical finance. Supplementing your knowledge with resources on these topics will further strengthen your preparation.
Remember, apart from studying the theory, practicing problem-solving and applying probability concepts to real-world scenarios will be crucial for your interview preparation. Consider solving case studies, working through quantitative trading interview questions, and participating in coding challenges on platforms like LeetCode and HackerRank.
It’s advisable to review the specific requirements and job descriptions for the quant trading roles you’re targeting, as this will help you identify additional areas to focus on in your preparation.