0xmahdirostami / Kaggle

The main focus of this repository is to do some projects of Kaggle("Kaggle, a subsidiary of Google LLC, is an online community of data scientists and machine learning practitioners").

Kaggle

Kaggle account: https://www.kaggle.com/mahdirostami

Mobile Price Classification

https://www.kaggle.com/datasets/iabhishekofficial/mobile-price-classification

Try lots of models features files
Packages: sklearn, pandas, matplotlib, seaborn, numpy
https://www.kaggle.com/mahdirostami/try-lots-of-models-features

Fauture selection & Logistic regression files
Packages: sklearn, pandas, matplotlib, seaborn, numpy
https://www.kaggle.com/mahdirostami/fauture-selection-logistic-regression

New York City Airbnb Open Data

https://www.kaggle.com/datasets/dgomonov/new-york-city-airbnb-open-data

Data Cleansing, Analysis, Hypothesis test, Regression files
Packages: sklearn, pandas, matplotlib, seaborn, numpy, gender_guesser, scipy, wordcloud
https://www.kaggle.com/mahdirostami/data-cleansing-analysis-hypothesis-test-regression

TED Talks

https://www.kaggle.com/rounakbanik/ted-talks

Do some analyzing and data cleansing with Pandas files
Packages: pandas, matplotlib, seaborn
https://www.kaggle.com/mahdirostami/ted-talks

Apartment rental offers in Germany

https://www.kaggle.com/datasets/corrieaar/apartment-rental-offers-in-germany

linear regression from scratch, Ridge, Lasso files
Packages: sklearn, pandas, matplotlib, seaborn, numpy, time
https://www.kaggle.com/mahdirostami/linear-regression-from-scratch-ridge-lasso

Data analyzing (incomplete) files
Packages: pyspark, pandas, matplotlib, seaborn, numpy, time
https://www.kaggle.com/code/mahdirostami/data-analyzing-pandas-pyspark