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sacchoud's Projects

cleaning-titanic-data icon cleaning-titanic-data

One of the most popular starter data sets in data science, the Titanic data set. This is a data set that records various attributes of passengers on the Titanic, including who survived and who didn’t. Here I have detected some missing value, replace the missing values and also create new values added to the dataset. There are two csv files, first one is titanic_original.csv and second one is tatanic_clean.csv. Second csv is generated from the R code, called 'titanic.r' here. Have fun.

concrete-compressive-strength-prediction icon concrete-compressive-strength-prediction

Different modeling techniques like multiple linear regression, decision tree, and random forest, etc. will be used for predicting the concrete compressive strength. A comparative analysis will be performed to identify the best model for our prediction in terms of accuracy. The best model will be helpful for civil engineers in choosing the appropriate concrete for bridges, houses construction.

csv-data-cleaner icon csv-data-cleaner

The Data Cleaner will help you to prepare your data before working with it.

examples icon examples

Kubernetes application example tutorials

gitlearn icon gitlearn

This is Git Learn Repository create on 3-March-2019

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

surprise icon surprise

A Python scikit for building and analyzing recommender systems

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