Probability, P-Value and Confidence Intervals (Full data science mock interview)

Ace your interviews with Exponent’s Data Science Interview Course: https://bit.ly/3Y5f6ZM In this video, a senior data scientist tackles real-world interview questions, showcasing a strong understanding of probability and statistics. We learn how to apply Bayes' Theorem to solve conditional probability problems, gain a deeper understanding of p-values and their role in hypothesis testing, and explore the relationship between confidence intervals and uncertainty. Chapters (Powered by ChapterMe) - 00:00 - Conditional probabilities in factory production 01:50 - Bayes theorem formula and conditional probabilities 06:07 - Probability calculation for defective bulb 10:51 - Pvalue in hypothesis testing 15:31 - Pvalue for null hypothesis rejection 17:52 - Pvalues inverse tdistribution explanation 18:17 - Building confidence intervals in statistics 19:27 - Confidence interval percentage of times expected to fall 20:25 - Confidentially reproduces estimates between upper and lower bounds 25:08 - Results Clearer, Simplifying, More Clear 26:06 - Deep knowledge of p values, hypothesis testing, and concrete examples 27:34 - Wrap up Watch data science mock interviews from Exponent: Retry Transaction ft. Paypal Data Scientist:    • Stripe Data Science Mock Interview: Retry ...   Amazon Data Science Interview: Linear Regression:   • Amazon Data Science Interview: Linear Regr...   Snap Data Science Mock Interview: Improve Camera Speed:    • Snap Data Science Mock Interview: Improve ...   👉 Subscribe to our channel: http://bit.ly/exponentyt 🕊️ Follow us on Twitter: http://bit.ly/exptweet 💙 Like us on Facebook for special discounts: http://bit.ly/exponentfb 📷 Check us out on Instagram: http://bit.ly/exponentig 📹 Watch us on TikTok: https://bit.ly/exponenttiktok ABOUT US: Did you enjoy this interview question and answer? Want to land your dream career? Exponent is an online community, course, and coaching platform to help you ace your upcoming interview. Exponent has helped people land their dream careers at companies like Google, Microsoft, Amazon, and high-growth startups. Exponent is currently licensed by Stanford, Yale, UW, and others. Our courses include interview lessons, questions, and complete answers with video walkthroughs. Access hours of real interview videos, where we analyze what went right or wrong, and our 1000+ community of expert coaches and industry professionals, to help you get your dream job and more!