scikit-learn – Machine Learning Geek

February 26, 2021 Avinash Navlani

Decision Tree Classification in Python

Learn Decision Tree Classification, Attribute Selection Measures, Build and Optimize Decision Tree Classifier using the Python Scikit-learn package. As a

NLP Text Analytics

January 27, 2021 Avinash Navlani

Latent Semantic Indexing using Scikit-Learn

In this tutorial, we will focus on Latent Semantic Indexing or Latent Semantic Analysis and perform topic modeling using Scikit-learn.

Machine Learning Python

November 7, 2020 Pallavi Pandey

Grid Search in scikit-learn

The performance of our Machine Learning model is largely based on the hyperparameter values for the model. Hence, hyperparameter tuning

Machine Learning Python

November 6, 2020 Pallavi Pandey

Cross-Validation in scikit-learn

Cross-validation is a statistical method used in Machine Learning for estimating the performance of models. It is very important to

Machine Learning Python

November 5, 2020 Pallavi Pandey

Feature Scaling: MinMax, Standard and Robust Scaler

Feature Scaling is performed during the Data Preprocessing step. Also known as normalization, it is a method that is used

Machine Learning Python

October 28, 2020 Pallavi Pandey

Dimensionality Reduction using tSNE

tSNE stands for t-distributed Stochastic Neighbor Embedding. It is a dimensionality reduction technique and is extremely useful for visualizing datasets