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Profiling Market Segments using K-Means Clustering
Profiling means how to differentiate the segments each from other based on the KPI’s (or variables). Let us see what is profiling in Python.
Neha 22 Oct, 2024
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A Simple Guide to Centroid Based Clustering (with Python code)
K means algorithm is one of the centroid based clustering algorithms. In this article, we would focus on centroid-based clustering.
Alifia Ghantiwala 17 Oct, 2024
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Gaussian Naive Bayes with Hyperparameter Tuning
Naive Bayes is a classification technique based on the Bayes theorem. It is a simple but powerful algorithm for predictive modeling
Akshay 27 Jan, 2021
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Correlation Analysis Using R
Correlation is a statistical measure that defines the relationship between two variables. Learn about correlation analysis using R.
vipin.shrivastava 27 Jan, 2021
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Elbow Method for Optimal Cluster Number in K-Means
Elbow method helps you understand how your data is organized using visual analysis and gives insight into choosing the optimal value of k.
Basil Saji 04 Apr, 2025
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KNN Classifier in Python: Implementation, Features, and Applications
This article concerns one of the supervised ML classification algorithms- KNN (K Nearest Neighbor) algorithm in Python for beginners
Basil Saji 15 Oct, 2024
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ML Interpretability using LIME in R
LIME stands for Local Interpretable Model-Agnostic Explanations. In this article, understand how to interpret your ML model using LIME in R
Purva Huilgol 20 Jan, 2021
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Get Started With Naive Bayes Algorithm: Theory & Implementation
Understand the theory, underlying assumptions, and Python implementation of the Naive Bayes Algorithm for Machine Learning.
Surabhi 15 Oct, 2024
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Bear run or bull run, Can Reinforcement Learning help in Automated trading?
Let's use reinforcement learning agents to provide us with automated trading strategies based on the basis of historical data.
Ekta 20 Jan, 2021
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Emotion classification on Twitter Data Using Transformers
In this article, we have built a simple and efficient emotion classification application using Twitter API and transformers in python.
Guest Blog 14 Jan, 2021
