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Machine Learning demonstration in Python

accuracy metric across Crossvalidation folds

Nearest Neighbor Classifier using python

Introduction Let's learn from a precise demo on Fitting Nearest Neighbor Classifier on Titanic Data Set for Machine Learning Description: On April 15, 1912, the Titanic sank after colliding with an iceberg, killing 1502...
missing value barplot

Missing Value Analysis using Python

Missing Value analysis on Titanic data set for Machine Learning and Data Analytics Let's import the libraries import numpy as np import pandas as pd import matplotlib.pyplot as plt import seaborn as sns %matplotlib inline Let's read...
accuracy metric

Random Forest using Python

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