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Regression_Analysis_PowerConsumption_Data

Build a basic linear regression model on a CSV training data with python, and then evaluate the model's performance on the test data using mean squared error and R-squared.

Here we analyze a dataset with 471,744 instances or entries using Pandas, sklearn, matplotlib & Seaborn.

Chuka Uzo's Projects

calculation-of-vegetation-cover-index icon calculation-of-vegetation-cover-index

Script in Python that analyzes satellite images to determine the proportion of vegetation surface cover (green area) versus hardscape. This is a usefull tool for eventually determining the ground cover (vegetation specifically) and its relationship with near surface temperature of neigbourhoods.

csv_xls_visualizer_app icon csv_xls_visualizer_app

Chart Generator is a web application that allows you to generate interactive charts from CSV or XLSX files. It uses the Chart.js library to create various types of charts such as line charts, bar charts, scatter plots, and bubble charts.

data-streaming-etl-iubh icon data-streaming-etl-iubh

Data-Streaming-ETL-IUBH repository is developed as a real-time streaming application that captures data from a python app that simulates streamed data from the movement of a truck as its source and ingests it into a data store for processing, analysis and visualization.

emobility_analysis_global-ev icon emobility_analysis_global-ev

This project provides an analysis of the global electric vehicle market by developing an index to evaluate the performance of different countries based on various factors. It also includes a predictive model to estimate the levels of new registrations of electric cars for the next three years.

hardware-specs-generator icon hardware-specs-generator

This program accesses the system settings and values of the computer and returns them as numbers, Boolean or strings.

information_theory_math icon information_theory_math

Information theory is the scientific study of the quantification, storage, and communication of digital information. The field was fundamentally established by the works of Harry Nyquist and Ralph Hartley, in the 1920s, and Claude Shannon in the 1940s.

kafka-connect-file-pulse icon kafka-connect-file-pulse

🔗 A multipurpose Kafka Connect connector that makes it easy to parse, transform and stream any file, in any format, into Apache Kafka

msc_degree_grader icon msc_degree_grader

This Java program simulates the Module Grading in the "York grading project" - It takes marks (e.g. 65) as parameter and returns a grade (e.g. “Good”)

music_audio_signal_analysis icon music_audio_signal_analysis

Here we use the librosa library extract various features of an audio signal, including the tempo, rhythm, and other mechanical components. At the end, we ship it off to a database.

nosql_gui_project_iubh icon nosql_gui_project_iubh

This app is a solution for a small apparel retail store that needs to update prices of displayed items in response to the highly competitive pricing environment in its neighborhood. It works by creating a dummy data and pushing it into our MongoDB database for further manipulations.

regression_analysis_powerconsumption_data icon regression_analysis_powerconsumption_data

Build a basic linear regression model on a CSV training data with python, and then evaluate the model's performance on the test data using mean squared error and R-squared.

urban_maps_analysis icon urban_maps_analysis

Analyze population of urban territories, then generate interesting visualizations to reveal their attributes.

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