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berkeley-jupyter-notebook icon berkeley-jupyter-notebook

Jupyter Notebook tips and tricks for the Berkeley Institute for Data Science lecture. http://bids.berkeley.edu/

car-price-prediction-using-machine-learning-with-python icon car-price-prediction-using-machine-learning-with-python

This dataset contains information about used cars listed on www.cardekho.com This data can be used for a lot of purposes such as price prediction to exemplify the use of linear regression in Machine Learning. The columns in the given dataset is as follows: Car_Name Year Selling_Price Present_Price Kms_Driven Fuel_Type Seller_Type Transmission Owner. This project is about Car Price Prediction using Machine Learning with Python. This is a Regression Machine Learning Project. This is one of the important Machine Learning Projects.

dsp icon dsp

Metis Data Science Bootcamp - Official Prework Repository

ggd-poirot icon ggd-poirot

Tutorials to help students complete the Metis/DG data project #belgianjamesbond

heart-disease-prediction-using-machine-learning-with-python icon heart-disease-prediction-using-machine-learning-with-python

This database contains 76 attributes, but all published experiments refer to using a subset of 14 of them. In particular, the Cleveland database is the only one that has been used by ML researchers to this date. The "goal" field refers to the presence of heart disease in the patient. It is integer valued from 0 (no presence) to 4. Content Attribute Information: age sex chest pain type (4 values) resting blood pressure serum cholestoral in mg/dl fasting blood sugar > 120 mg/dl resting electrocardiographic results (values 0,1,2) maximum heart rate achieved exercise induced angina oldpeak = ST depression induced by exercise relative to rest the slope of the peak exercise ST segment number of major vessels (0-3) colored by flourosopy thal: 3 = normal; 6 = fixed defect; 7 = reversable defect The names and social security numbers of the patients were recently removed from the database, replaced with dummy values. One file has been "processed", that one containing the Cleveland database. All four unprocessed files also exist in this directory. To see Test Costs (donated by Peter Turney), please see the folder "Costs" Acknowledgements Creators: Hungarian Institute of Cardiology. Budapest: Andras Janosi, M.D. University Hospital, Zurich, Switzerland: William Steinbrunn, M.D. University Hospital, Basel, Switzerland: Matthias Pfisterer, M.D. V.A. Medical Center, Long Beach and Cleveland Clinic Foundation: Robert Detrano, M.D., Ph.D. Donor: David W. Aha (aha '@' ics.uci.edu) (714) 856-8779 Inspiration Experiments with the Cleveland database have concentrated on simply attempting to distinguish presence (values 1,2,3,4) from absence (value 0). See if you can find any other trends in heart data to predict certain cardiovascular events or find any clear indications of heart health.

iod-1 icon iod-1

Repo for all files relating to the IOD course

iod-2 icon iod-2

Sharing all Python Code written during the Institute of Data Singapore Course in 2020

iod_lab_1 icon iod_lab_1

Lab one code for the data science and AI course run by the Institute of Data

isitrecyc-cnn icon isitrecyc-cnn

Image classification of recyclable trash. Passion project for Metis data science bootcamp.

islr-python icon islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

lux icon lux

Python API for Intelligent Visual Data Discovery

markdown-here icon markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

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