Principal Components Analysis
Principal Components Analysis Utilizing a stock portfolio data set and the Principal Components Analysis as a method in reducing dimension...
Recent predictive analytics work including statistical analysis, regression models and various programming languages
What is Predictive Analytics? Why should you care? Business Intelligence helps high-performing businesses strategically apply analytics throughout their organizations to create a competitive advantage.
Readings and links on Predictive Analytics
About the Author
Where smart businesses utilize analytics to enhance, improve or gain an advantage over their competitors. Predictive analytics uses patterns to determine relationships and behaviors found in historical (structured and unstructured) data to make predictions about unknown future events.
Techniques including data mining, statistics, modeling, machine learning and artificial intelligence.
Predictive analytics provides organizations with the ability to anticipate outcomes, create new strategies based on data and not preconceived notions or assumptions for the purpose of generating insights to drive decisions, actions, strategy and revenues.
Recent examples of Predictive Analytical work
Principal Components Analysis Utilizing a stock portfolio data set and the Principal Components Analysis as a method in reducing dimension...
Automated Variable Selection The Amex, Iowa housing data set build has been utilized to develop various iterative regression models to...
Data Variables and Analytical Models Before diving in to a statistical analysis of any dataset, spending the requisite time to...
Assessing Regression Models Using Numerous Variables Regression model on the Amex, Iowa housing data set builds regression models for the...
Text Analytics For a little fun, this is a text analytics based on a CBC News article which is available...
Variable Transformations The Amex, Iowa housing data set build has been utilized to develop various regression models to determine the...
Simple utilities can make things so much easier at times. This Jupyter Notebook take a document or in this case, ‘Alice...
Power of Python Pandas The ease of extracting and summarizing large amounts of data using Python Pandas is powerful. Below...
Extract User Reviews using Python Pandas TripAdvisor user reviews data about a particular hotel. To help the hotel understand the feedback...
Python Relational Database In this example, two data “assets” will be created to be used by a company for a...
