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Home Machine Learning demonstration in Python Classification Algorithms in Python

Classification Algorithms in Python

There is a description of important classification algorithms in Python for Machine Learning and Data Analytics

Text Classification

Natural Language Processing using python

Introduction Let's learn from a precise demo on Natural Language Processing on Newsgroup data for Machine Learning What we will do : 1. Read the newsgroup data 2. Use TfIdfVectorizer for converting a collection of...
Support Vector Classifier

Support Vector Machine using python

Introduction Let's learn from a precise demo on Fitting Support Vector Machine on Titanic Data Set for Machine Learning Description: On April 15, 1912, the Titanic sank after colliding with an iceberg, killing...
logistic regression using python

Logistic Regression using python

Let's learn from a precise demo on Fitting Logistic Regression on Titanic Data Set for Machine Learning Description: On April 15, 1912, the Titanic sank after colliding with an iceberg, killing 1502...
accuracy metric

Random Forest using Python

Let's learn from a precise demo on Fitting Random Forest on Titanic Data Set for Machine LearningDescription: On April 15, 1912, the Titanic sank after colliding with an iceberg,...

APPLICATIONS OF DATA ANALYTICS

Boxplot using ggplot2 in R

Introduction Let's begin learning about how to plot boxplot in R using ggplot2 Importing libraries Let's import the ggplot2 library which is needed for ggplot visualization library(ggplot2)Reading data...

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