Overview My research work deals with Ghana, a country from the Gapminder dataset as has already been discussed from the beginning and progression through this course. Picture Of My Final Decision Tree Outputted From My Python Program The variables in my observation dataset are all quantitative. For the purposes of this assignment, I have binned…
So today, I got my results from the Machine Learning course on Coursera.org. It was a month of intense digging into the fundamentals and core aspects of machine learning. No wonder machine learning is most talked about online. The module is ideal for beginners who want to get hands on experience with Machine Learning. It…
Today, I went through “Opening and Reading Text Files by Buffer Size” with a friend of mine who wanted to grasp the basic concepts of Python This is a simple but straightforward tutorial into the “Opening and Reading Text Files by Buffer Size We further delved into opening and reading binary files. In our case…
Overview My research work deals with Ghana, a country from the Gapminder dataset as has already been discussed from the beginning and progression through this course I conducted a k-means cluster analysis to find out the underlying sets of the population of Ghana based on their similarity of responses on 22 variables that represent characteristics…
Overview My research work deals with Ghana, a country from the Gapminder dataset as has already been discussed from the beginning and progression through this course. My response variable, lifeexpectancy, is a quantitative response variable that measures the life expectancy of the people of Ghana. For the purposes of running the Lasso Regression Analysis, I added more variables…
OVERVIEW My research work deals with Ghana, a country from the Gapminder dataset. What I found in my logistic regression analysis. Discussion of the results for the associations between all of my explanatory variables and my response variable The primary quantitative explanatory variable in my regression analysis is the Income Per Person…
OVERVIEW My research work deals with Ghana, a country from the Gapminder dataset. What I found in my multiple regression analysis. Discussion of the results for the associations between all of my explanatory variables and my response variable The primary quantitative explanatory variable in my regression analysis is the Income Per Person (incomeperperson) and…
Testing a Basic Linear Regression Model Background My research work deals with Ghana, a country from the Gapminder dataset as has already been discussed from the beginning and progression through this course. 1) Program Code and Output # -*- coding: utf-8 -*- “”” Created on Sat Feb 13 12:28:07 2016 @author: Bernard…
Exploring Statistical Analysis in the Context of Correlation Chosen Dataset I will be working with Data from the Gapminder dataset. This happens to be the same dataset I worked with under the Data Management and Visualization course assignments. As elaborated and discussed in under the Data Management and Visualization course assignments, I have chosen to focus on the country,…
Chosen Dataset I will be working with Data from the Gapminder dataset. This happens to be the same dataset I worked with under the Data Management and Visualization course assignments. As elaborated and discussed in under the Data Management and Visualization course assignments, I have chosen to focus on the country, Ghana. Hence I will be particularly interested…
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