Machine Learning Interview Questions — 3h 27m total, 22 videos

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1	100 Most Common Interview Questions on Machine Learning \| With Solutions	3:54	2022-06-17
2	What is the difference between Parametric & Non-Parametric ML Algorithms?	16:06	2022-06-29
3	Difference between convex & non-convex cost function; what happens when cost function is non-convex?	10:00	2022-06-29
4	How do you decide when to use deep learning or machine learning for a project?	9:36	2022-06-29
5	Give an example of when False positive is more crucial than false negative and vice versa	10:36	2022-06-29
6	Why is 'Naïve' Bayes naïve? \| Interview Question	8:16	2022-06-29
7	Give an example where the median is a better measure than the mean.	5:01	2022-06-29
8	What do you mean by the unreasonable effectiveness of data?	3:39	2022-06-29
9	Why KNN is known as a lazy learning technique?	8:03	2022-06-29
10	What do you mean by semi supervised learning? \| Interview Question	2:42	2022-06-29
11	What is an OOB error and how is it useful? \| Interview Question	5:10	2022-06-29
12	In what scenario decision tree should be preferred over random forest? \| ML Interview Question	4:33	2022-06-29
13	Why Logistic Regression is called Regression? \| ML Interview Question	2:48	2022-06-29
14	What is Online Machine Learning? How is it different from Offline ML? List some of it’s applications	12:31	2022-06-29
15	What is No Free Lunch Theorem in Machine Learning? \| Interview Question	2:42	2022-06-29
16	Imagine you are working with a laptop of 2GB RAM, how would you process a dataset of 10GB? \| OOC ML	10:15	2022-06-29
17	What are the main differences between Structured and Unstructured Data?	5:41	2022-06-29
18	What are the main differences between Bagging and Boosting?	6:07	2022-06-29
19	What are the main Assumptions of Linear Regression? \| Top 5 Assumptions of Linear Regression	17:38	2022-06-20
20	Why Multicollinearity is Bad? What is Multicollinearity? How to detect and remove Multicollinearity	17:35	2022-06-29
21	What is Reducible Vs Irreducible Error in Machine Learning \| Important Interview Question \| CampusX	15:06	2023-05-26
22	Probability vs Likelihood \| Machine Learning Interview Question	28:48	2023-07-05

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