One and Only Guide to Plotting Regression Line in Python
This article is a guide to plotting regression line in Python. It will focus on linear regression. We will learn the crucial concepts with code in python. Once finished we'll…
Text Analytics in the Healthcare Industry: Data Warehousing and Applications
Abstract— Text analytics is the method of extracting information from text. It involves structuring the text to evaluate, discover patterns and interpret the output. It enhances meaning to data and…
Modeling Bitcoin’s Market Capitalization
Bitcoin has been in news quite a bit lately with the price soaring. It was named the top performing currency four of the last five year. And it’ price has the…
10 groups of Machine Learning Algorithms
In this article, I grouped some of the popular machine learning algorithms either by learning or problem type. There is a brief description of how these algorithms work and their…
Features Selection for determining House Prices
Home values are influenced by many factors. Basically, there are two major aspects: The environmental information, including location, local economy, school district, air quality, etc. The characteristics information of the…
Submission for Kaggle’s Titanic Competition
Following is my submission for Kaggle's Titanic Competition In [361]: import pandas as pd import numpy as np In [362]: df_train = pd.read_csv(r'C:UserspiushDesktopDatasetTitanictrain.csv') In [363]: df_train.head(2) Out[363]: PassengerId Survived Pclass Name Sex Age…
Predictive Analysis, Binary Classification (Cookbook)
This notebook contains my notes for Predictive Analysis on Binary Classification. It acts as a cookbook. Importing and sizing up a New Data Set The file is comma delimited, with…