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Machine Learning Interview Questions | Day 5

For Day 5 we will concentrate on Machine Learning Interview Questions. The following 10 questions are mostly asked by an interviewer to know the level of clarity in basics of ML.
We have covered 10 questions on SQL, Statistics, and case studies in the first 4 days. The below mentioned Machine Learning Interview Questions will help you in clearing your base.

Before we get started, do create your profile on the website. The β€˜Login’ area is at your extreme left πŸ™‚

You can get previous days questions here

Day 1- http://thedatamonk.com/data-science-interview-question-day1/
Day 2-http://thedatamonk.com/sql-interview-questions/
Day 3-http://thedatamonk.com/joins-in-sql/
Day 4 – http://thedatamonk.com/statistics-interview-question/

Machine Learning Interview Questions
Day 5

Type 1 Error – http://thedatamonk.com/question/explain-type-1-error-in-simplest-terms/
Type 2 error- http://thedatamonk.com/question/explain-type-2-error-in-simple-terms/
What is worse, type 1 error or type 2 error – http://thedatamonk.com/question/what-is-worse-type-1-error-or-type-2-error/
Confusion Matrix – http://thedatamonk.com/question/you-have-created-a-model-for-fire-alarm-explain-confusion-matrix-with-this-example/
Recall – http://thedatamonk.com/question/explain-recall-in-simple-terms/
Precision – http://thedatamonk.com/question/explain-precision-in-the-simplest-terms/
Regression – http://thedatamonk.com/question/when-to-use-linear-and-when-yo-use-logistic-regression/
Decision trees – http://thedatamonk.com/question/explain-decision-tree-in-simple-terms/
Choose K in k-means – http://thedatamonk.com/question/what-are-the-methods-to-choose-the-value-of-k-in-k-means-algorithm/
Number of trees in Random Forest – http://thedatamonk.com/question/how-to-select-number-of-trees-in-random-forest/

Some of the most asked ML algorithms are
1. Linear Regression
2. Logistic Regression
3. Decision Tree
4. Random Forest
5. K-Means
6. KNN
7. XGBoost
8. Natural Language Processing
9. ARIMA

We will cover all of the above plus many more interview questions to make sure your interviewer is also using our website to ask questions

In order to practice more courses on Data Science, we definitely recommend Data Camp

Practice all the questions posted over here, try to make sure that you attempt the questions. we evaluate answers every now and then and provide particular feedback on your performace

If you want any guidance or want to make a career in Data Science, then you can take a look on our proposed Data science path

Connect with me on Linkedin for latest updates and Data Science e-books giveaways- https://www.linkedin.com/in/nitin-kamal-a2841a80/

Our Linkedin Page for latest updates and giveaways- https://www.linkedin.com/company/14573769

Keep Learning πŸ™‚

The Data Monk

About TheDataMonkMaster

I am the Co-Founder of The Data Monk. I have a total of 4+ years of analytics experience with 3+ years at Mu Sigma and 1 year at OYO. I am an active trader and a logically sarcastic idiot :)

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