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Machine Learning

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Linear Regression Interview Questions

TheDataMonk Grand Master Machine Learning , Statistics Comments Off 2913 views

Today is Day 19 and we will clear all the Interview Questions related to Linear Regression. Linear Regression Interview Questions is the first part of the three days series. All the questions of today will revolve around the ...

Machine Learning Interview Questions – Updated 2022

TheDataMonk Grand Master Machine Learning 1 Comment 2497 views

Today is Day 9 and we will try to solve the top 10 Machine Learning Interview questions. These questions will revolve around statistics and algorithms with a couple of questions

ARIMA interview questions | Day 7

TheDataMonk Grand Master Machine Learning , Uncategorized Comments Off 4676 views

Today is Day 6 and we will have 10 ARIMA interview questions for you. These ARIMA interview questions are of intermediate level and are asked very often in the interviews

Forecasting Interview Questions | Day 6

TheDataMonk Grand Master Machine Learning , Uncategorized 6 Comments 4823 views

Forecasting is one of the popular domains in Data Science. If you are exploring Data Science then you should definitely look into this domain.Today is Day 6 and we will have 10 Forecasting interview questions for you. These ...

Machine Learning Interview Questions | Day 5

TheDataMonk Grand Master Machine Learning , Uncategorized Comments Off 3234 views

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, ...

What is Stationarity in Time Series?

TheDataMonk Grand Master Machine Learning , Statistics , Uncategorized 1 Comment 3480 views

Stationarity in Time SeriesThe first step for any time series analysis is to make the data set stationary. Everyone knows that stationarity means a near to constant mean and variance across time.Stationarity in Time Series

Missing Value Treatment – Mean, Median, Mode, KNN Imputation, and Prediction

TheDataMonk Grand Master Machine Learning , Statistics , Uncategorized 1 Comment 3583 views

Missing Value treatment is no doubt one of the most important parts of the whole process of building a model. Why?Because we can't afford to eliminate rows wherever there is a missing value in any of the columns. ...

Story of Bias, Variance, Bias-Variance Trade-Off

TheDataMonk Grand Master Machine Learning , Statistics , Uncategorized Comments Off 1637 views

Why do we predict?We predict in order to identify the trend of the future by using our sample data set. Whenever we create a model, we try to create a formula out of our sample data set. And ...

Multicollinearity in Simple Terms

TheDataMonk Grand Master Machine Learning , Statistics , Uncategorized Comments Off 1376 views

We all know the definition of multi-collinearity i.e. when 2 or more explanatory variable in multi regression model are highly linearly related then it's called multicollinearityExample - Age and Selling price of a CarEducation and Annual IncomeHeight and ...

Cross Validation and varImp in R

TheDataMonk Grand Master Machine Learning , Statistics , Uncategorized Comments Off 1534 views

I was onto our next book - Linear,Ridge, LAASO, and Elastic Net Algorithm explained in layman terms with code in R , when we thought of covering the simple concepts which are quite helpful while creating models.Cross Validation ...

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