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Data Science

NLP – N-grams

N-grams A combination of multiple words together is called N-Grams. N-grams (N > 1) are generally more informative as compared…

NLP – Tokenization

Tokenization It's the process of breaking down the text into sentences and phrases. The work entails breaking down a text…

NLP – Corpus

Corpus In linguistics and NLP, corpus (literally Latin for body) refers to a collection of texts. Such collections may be formed…

NLP – Natural language processing [Intro]

Hi folks, Here in this article we are going to see basic terminology and learn about Natural Language processing. Introduction…

Linear Regression – Cons[2]

Prone to outliers Linear regression is very sensitive to outliers (anomalies). So, outliers should be analysed and removed before applying…

Linear Regression – Cons[1]

Only Linear Problems Ordinary Least Squares won't work well with non-linear data. If you are not sure about the linearity…

SQL Window Function – part 1

Hi folks here in this article we are going to see what is window function in SQL, and how it…

Clustering, Classification and Regression

Hi folks, In the field of machine learning we all know the type of problems are different, sometimes we predict…

Want to learn data science

Hey folks today I'm going to write about data science and what you need to know before entering into this…

Bias and Variance in Machine Learning

Hello folks, towards onwards I'm going to start new articles , tutorials , tips and tricks about Machine learning ,…