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We cover 10 machine learning interview questions. Have you had interesting interview experiences you’d like to share? Leave them in the comments!
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REFERENCES:
[1] Interview Questions: https://www.springboard.com/blog/machine-learning-interview-questions/
[2] Generative Vs Discriminative: https://stats.stackexchange.com/questions/12421/generative-vs-discriminative
[3]: What is Bayes Rule: http://www.askamathematician.com/2011/10/q-what-is-bayes-rule-and-how-do-i-use-it-in-daily-life/
[4] The likelihood function is not PDF: https://stats.stackexchange.com/questions/31238/what-is-the-reason-that-a-likelihood-function-is-not-a-pdf
[5] Cross Validation for time series: https://robjhyndman.com/hyndsight/tscv/
[6] SMOTE: https://jair.org/index.php/jair/article/view/10302
[7] Combating Imbalanced Data: https://www.analyticsvidhya.com/blog/2017/03/imbalanced-classification-problem/
[8] Understanding ROC: https://towardsdatascience.com/understanding-auc-roc-curve-68b2303cc9c5
[9] Publicly available datasets: https://www.springboard.com/blog/free-public-data-sets-data-science-project/
[10] Probability Vs Likelihood: https://stats.stackexchange.com/questions/2641/what-is-the-difference-between-likelihood-and-probability
Source
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What kya hai ye. Copy Paste
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awesome video!! thx
nice video 🙂
Just wanted to let you know I really enjoyed your video. Paused it right after you asked the question to give it a go. Didn't get that many right myself, but am taking it as a learning experience. 10 questions closer in preparation 🙂
Thanks alot.
Great info, thank you for sharing!
Great video, thanks!!
Simplest meaning of likelihood and probability are below…
Likelihood where we get the probability when label is occurred and this probability score store into memory.
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And probability is used in testing phase. We are trying to predict the probability when features are true
I like that you've put references for further reading,good job
Thanks alot. This video really helped to get the idea of the type of questions and topics in an interview. Can you post a video mentioning how to prepare for an ML/DS interview(because there are so many things to study)? How to get noticed by recruiter and getting selected for an interview? Getting the interview call is very hard nowadays even after applying in so many organizations.
I think that your answers are a bit overcomplicated for an interview, they are well done but not very good in an interview setting
The way you've changed your accent within short time is amazing.
equation at 3:53 is wrong