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Obierefu Finbarr Chukwuka's Projects

a-neural-network-model-on-naval-mine-classifier icon a-neural-network-model-on-naval-mine-classifier

This is a neural network model that classisfes sonar signals. It is written in Python, tensorflow and Keras. The task is to train a network to discriminate between sonar signals bounced off a metal cylinder and those bounced off a roughly cylindrical rock.

ai-chatbot-on-covid-19 icon ai-chatbot-on-covid-19

An AI chatbot that was implemented using Neural network written in Python. This chatbot gives information about COVID-2019

breast-cancer-classification-using-support-vector-machines icon breast-cancer-classification-using-support-vector-machines

written in Python and the following libraries were imported.import numpy as np import pandas as pd import matplotlib.pyplot as plt import seaborn as sns from sklearn.datasets import load_breast_cancer from sklearn.model_selection import train_test_split from sklearn.svm import SVC from sklearn.metrics import classification_report, confusion_matrix from sklearn.model_selection import GridSearchCV

clustering-miniproject icon clustering-miniproject

The dataset contains information on marketing newsletters/e-mail campaigns (e-mail offers sent to customers) and transaction level data from customers. The transactional data shows which offer customers responded to, and what the customer ended up buying. The data is presented as an Excel workbook containing two worksheets. Each worksheet contains a different dataset. We're trying to learn more about how our customers behave, so we can use their behavior (whether or not they purchased something based on an offer) as a way to group similar minded customers together. We can then study those groups to look for patterns and trends which can help us formulate future offers.

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