Laura Mutheu's Projects
In this project, I performed sentiment analysis on a tweets obtained from the twitter app.
Performed Cohort and Recency Frequency and Monetary Value Analysis to understand the value derived from different customer segments
In this project ,the goal is to determine whether anonymized credit card transactions should be labeled as fraudulent or genuine
Data Cleaning Using Pandas.
Practicing git cloning in my Datascience bootcamp.
In this project , I'll explain several ways to detect fake news using collected data from different articles.
In this lab, I practiced on how to perform dimensionality Reduction on a given dataset.
Learning How To Clone Repos To Local Computer.
Exploratory Data Analysis using Pandas.
Building a Linear Regression Model that predicts House Prices.
My GitHub Profile.
In this lab,I showcase my skills in Logistic Regression.
In this project, I use Microsoft Excel to perform data analysis on a given data set.
Practice on nonparametric machine learning models.
Customer churn prediction in a telecommunications company. Phase 3 Project.
In this project, I build and train a classifier to predict if a given bank loan would be paid or not.
Utilizing Python, this project focuses on building robust classification models to forecast loan repayment probabilities.
IIn this project, the goal is to use predictive modelling to find the best strategies aimed to improve subsequent marketing campaigns for a certain bank.
An illustration on how to pre-process data using Skit-Learn.
In this project, I use the 'Python Programming Language' to perform data analysis on a given data set.
In this project, I use the 'Python Programming Language' to analyze a given dataset obtained from a shopping mall's database in a bid to increase sales by better marketing clusters.
This repo contains SQL Practice Questions.
In this project, I use the SQL language to describe and analyze a given dataset in MYSQL DBMS.
In this project ,I utilize the SQL language to analyze two related datasets on MYSQL DBMS.
In this project, I visualized and analyzed a company's Human Resource dataset using the Tableau BI tool in a bid to draw insights that are set to gauge the company's attrition rate.
The primary objective of this project is to utilize time series modeling techniques to identify the top 5 zip codes for investment opportunities for a fictional real estate investment firm. The focus will predominantly be on maximizing profit margins.