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 ‘Login’ area is at your extreme left ?
You can get previous days questions here
Day 1- https://thedatamonk.com/data-science-interview-question-day1/
Day 2-https://thedatamonk.com/sql-interview-questions/
Day 3-https://thedatamonk.com/joins-in-sql/
Day 4 – https://thedatamonk.com/statistics-interview-question/
Type 1 Error – https://thedatamonk.com/question/explain-type-1-error-in-simplest-terms/
Type 2 error- https://thedatamonk.com/question/explain-type-2-error-in-simple-terms/
What is worse, type 1 error or type 2 error – https://thedatamonk.com/question/what-is-worse-type-1-error-or-type-2-error/
Confusion Matrix – https://thedatamonk.com/question/you-have-created-a-model-for-fire-alarm-explain-confusion-matrix-with-this-example/
Recall – https://thedatamonk.com/question/explain-recall-in-simple-terms/
Precision – https://thedatamonk.com/question/explain-precision-in-the-simplest-terms/
Regression – https://thedatamonk.com/question/when-to-use-linear-and-when-yo-use-logistic-regression/
Decision trees – https://thedatamonk.com/question/explain-decision-tree-in-simple-terms/
Choose K in k-means – https://thedatamonk.com/question/what-are-the-methods-to-choose-the-value-of-k-in-k-means-algorithm/
Number of trees in Random Forest – https://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
Everything mentioned above is covered in our 2300+ interview questions book with solution. Do check-out.
The Data Monk Interview Books – Don’t Miss
Now we are also available on our website where you can directly download the PDF of the topic you are interested in. At Amazon, each book costs ~299, on our website we have put it at a 60-80% discount. There are ~4000 solved interview questions prepared for you.
10 e-book bundle with 1400 interview questions spread across SQL, Python, Statistics, Case Studies, and Machine Learning Algorithms – Ideal for 0-3 years experienced candidates
23 E-book with ~2000 interview questions spread across AWS, SQL, Python, 10+ ML algorithms, MS Excel, and Case Studies – Complete Package for someone between 0 to 8 years of experience (The above 10 e-book bundle has a completely different set of e-books)
12 E-books for 12 Machine Learning algorithms with 1000+ interview questions – For those candidates who want to include any Machine Learning Algorithm in their resume and to learn/revise the important concepts. These 12 e-books are a part of the 23 e-book package
Individual 50+ e-books on separate topics
Important Resources to crack interviews (Mostly Free)
There are a few things which might be very useful for your preparation
The Data Monk Youtube channel – Here you will get only those videos that are asked in interviews for Data Analysts, Data Scientists, Machine Learning Engineers, Business Intelligence Engineers, Analytics managers, etc.
Go through the watchlist which makes you uncomfortable:-
All the list of 200 videos
Complete Python Playlist for Data Science
Company-wise Data Science Interview Questions – Must Watch
All important Machine Learning Algorithm with code in Python
Complete Python Numpy Playlist
Complete Python Pandas Playlist
SQL Complete Playlist
Case Study and Guesstimates Complete Playlist
Complete Playlist of Statistics
