DSI
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2021-03-10
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DSI-main.zip （87个子文件） 
DSI-main lab - K-means datasets 
seeds.csv 9KB kmeans-clustering-lab.ipynb 1.37MB lab - intro to pandas datasets sf_crime.csv 3.29MB mad-men-cast-show-data.csv 35KB intro-to-pandas-lab.ipynb 87KB lab - BeautifulSoup Lab_Beautifulsoup.ipynb 50KB lab - sentiment analysis README.md 298B introduction-to-nlp-lab.ipynb 357KB lab - Ensemble Bagging README.md 878B extracting-base-estimators.ipynb 14KB lab - list and dictionary comprehension README.md 552B Python_Lab_Pokemon.ipynb 73KB pokedex_basic.csv 52KB lab - KNN intro to classification Lab_Classification_knn_NHL.ipynb 473KB README.md 697B lab - data cleaning Emergency_Calls.csv 17.53MB README.md 542B data-cleaning-lab.ipynb 1017KB README.md 5B project-4 README.md 2KB project-4_Mohammed_Noha_Mariah Project 4.ipynb 1.51MB README.md 4KB games_data.csv 184KB lab - Intro to time series datasets aapl.csv 11KB timeseries-datetime-lab.ipynb 875KB lab - Basic EDA datasets .ipynb_checkpoints titanic-checkpoint.csv 59KB titanic.csv 59KB Lab_Basic_EDA.ipynb 828KB readme.md 792B lab - Random Forests datasets test.csv 28KB train.csv 59KB README.md 212B Lab_Random_Forests.ipynb 143KB lab - classification evaluation and loss function README.md 329B Lab_evaluating-classifiers-confusion-matrix.ipynb 383KB project-3 Project-3_Alali news_dataset.csv 2.27MB Project-3_Mohammed_Alali.ipynb 377KB README.md 2KB NotoNaskhArabic-Regular.ttf 131KB
cleaned_dataset_v1.xlsx 642KB page_links.xlsx 60KB README.md 4KB project-1 data saudi-arabia-traffic-accidents-and-casualties-injured-dead-2018.csv 5.07MB saudi-arabia-driving-licenses-2004-2008.csv 18KB saudi-arabia-traffic-accidents-2008.csv 6KB code 
Accidents - Driving licenses plots.png 67KB starter-code.ipynb 1.02MB README.md 4KB Histograms plot.png 24KB
Finding Safe Driving Solutions — Analyzing Driving Licenses, Traffic Accidents and Casualties in… – Medium.pdf 221KB combined_datasets.csv 3KB README.md 9KB project-2 housepricing data-housepricing .ipynb_checkpoints 
data_description-checkpoint.txt 13KB sample_submission-checkpoint.csv 31KB test-checkpoint.csv 441KB train-checkpoint.csv 450KB test.csv 441KB train.csv 450KB predicted_SalePrice.csv 34KB sample_submission.csv 31KB data_description.txt 15KB README.md 3KB code-housepricing .ipynb_checkpoints pic-checkpoint.png 354KB README-checkpoint.md 3KB Hpricing-checkpoint.ipynb 1.94MB Hpricing-Copy1-checkpoint.ipynb 2.08MB House prising regression-checkpoint.ipynb 2.45MB
house_pricing_best_score.JPG 21KB Hpricing.ipynb 1.94MB finalized_gs_gbr_model.sav 771KB titanic .ipynb_checkpoints ReadMe-checkpoint.md 3KB code-titanic .ipynb_checkpoints Untitled-checkpoint.ipynb 1KB Titanic-checkpoint.ipynb 503KB Titanic.ipynb 503KB data-titanic .ipynb_checkpoints gender_submission-checkpoint.csv 3KB train-checkpoint.csv 59KB test.csv 28KB train.csv 59KB gender_submission.csv 3KB README.md 3KB gradiantboosting.JPG 81KB README.md 8KB lab - Cross Validation train-test-cross-validation_lab.ipynb 687KB readme.md 669B lab - regularization regression datasets kobe_superwide_games.csv 3.98MB kobe-shots-made_required.ipynb 26KB readme.md 582B资源评论
