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Name: Michel Libera

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Michel Libera's Projects

ads-clicked-logistic-regression

model that will predict whether or not user will click on an ad based off the features of that user

breast-cancer-pca

Principal Component Analysis on breast cancer dataset from sklearn

breast-cancer-svm

Support Vector Machine classifier on breast cancer dataset

classified-data-knn

Using KNN to create a model that directly predicts a target class data points based off of the features. ( Given data set with hidden feature column names)

computer-activity-monitor

Script that saves to the database the name of the program displayed on the screen and the time spent with it. Only for Windows operating system. Languages used: Python, SQL

cplusplus

C++ training

ecommrce-user-time-spent-linear-regression

Predicting amount of time spent on ecommerce website vs app with use of sklearn Linear Regression model.

housig-prices-linear-regression

Predicting housing prices based on features from made up dataset.

iris-flower-svm

Creating Support Vector Machine classifier for Iris Flower data set

k-means-clustering

K Means Clustering practice on made up data

knn-classifier

Using KNN to create a classifier model

kyphosis

Simple Decission Tree and Random Forest Classifier

lending-club

Random Forest and Decission Trees Classfiers models to classify and predict whether or not the borrower paid back their loan in full. Data from Lendingclub.com ( years 2007-2010)

movie-recommender-

implementing Model-Based Collaborative Fitering by using singular value decomposition (SVD) and Memory-Based Collaborative Filtering by computing cosine similarity

movies-corelation

Basic movies recommendation system based on corelation

spam-detector-nlp

training a machine learning model to learn to discriminate between spam and normal messages

titanic-logistic-regression

Clasiffication model for predicting numbers of survived and deceased in Titanic crash.

university-cluster

Using K Means Clustering to cluster Universities into to two groups, Private and Public.

yelp-review-nlp

NLP project in which I attempt to classify Yelp Reviews into 1 star or 5 star categories based off the text content in the reviews. Data used: Yelp Review Data Set from Kaggle.

michellibera Goto Github PK

Michel Libera's Projects

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