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K-Means Clustering in SAS

K-Means Clustering in SAS

What is Clustering? “Clustering is the process of dividing the datasets into groups, consisting of similar data-points”. Clustering is a type of unsupervised machine learning, which is used when you have unlabeled data. Let’s understand in the real scenario, Group of diners sitting in a restaurant. Let’s say

A Guide to Logistic Regression in SAS

A Guide to Logistic Regression in SAS

What is logistic regression? Logistic regression is a supervised machine learning classification algorithm that is used to predict the probability of a categorical dependent variable. The dependent variable is a binary variable that contains data coded as 1 (yes/true) or 0 (no/false), used as Binary classifier (not in

Five Cool Python Libraries for Data Science

Five Cool Python Libraries for Data Science

Python is a best friend for the majority of the Data Scientists. Libraries make their life simpler. I have come across five cool Python libraries while working on my NLP project. This helped me a lot and I would like to share the same in this article. 1. Numerizer Amazing

Text Mining in Python: Steps and Examples

Text Mining in Python: Steps and Examples

In today’s scenario, one way of people’s success identified by how they are communicating and sharing information with others. That’s where the concepts of language come into the picture. However, there are many languages in the world. Each has many standards and alphabets, and the combination of

Easy Speech-to-Text with Python

Easy Speech-to-Text with Python

Speech is the most common means of communication and the majority of the population in the world relies on speech to communicate with one another. Speech recognition system basically translates spoken languages into text. There are various real-life examples of speech recognition systems. For example, Apple SIRI which recognize the