scikit-learn – Machine Learning Geek

February 26, 2021February 24, 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, 2021January 24, 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, 2020December 11, 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, 2020October 30, 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, 2020October 30, 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, 2020October 25, 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