数据科学-使用Python-大学课程模块：“数据科学”这个名词与它们一样广泛。 通过列出其更具体的组件来描述它的含义可能是最容易...
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2021-02-03
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Data-Science-Using-Python-University-Course-Module-master.zip （62个子文件） 
Data-Science-Using-Python-University-Course-Module-master 3.4 Ensemble Methods 
Ensemble Methods.ipynb 37KB 2.1 Pre Processing PreProcessing.ipynb 338KB 2.2 Decision Tree Decision Tree.ipynb 305KB 2 Linear Models for Classification & Regression Linear Models for Classification & Regression.ipynb 393KB 1.3 Plotting Plotting.ipynb 149KB 2.4 Composite Estimators using Pipelines & FeatureUnions Composite Estimators using Pipelines & FeatureUnions.ipynb 53KB 3.2 Support Vector Machines Support Vector Machines.ipynb 437KB 3.5 Association Rules Association Rules.ipynb 74KB 2.6 Feature Selection Techniques Feature Selection Techniques.ipynb 94KB 1 Data-Sciecne-Basics iris_dataset.ipynb 40KB 1.1 NumPy NumPy.ipynb 7KB 4 Numpy Exercises.ipynb 13KB 1.1 NumPy .ipynb 30KB 1. Introduction to Numpy.ipynb 31KB 3 Numpy Operations.ipynb 7KB 1.2 NumPy Arrays.ipynb 19KB 2 Numpy Indexing and Selection .ipynb 14KB 1.2 Pandas Pandas.ipynb 19KB LICENSE 11KB Case Study-Ozone Level Detection OzoneLevelDetection.ipynb 41KB daatamain.csv 773KB 2.3 Naive Bayes Naive Bayes.ipynb 108KB 2.5 Model Selection & Evaluation Model Selection & Evaluation.ipynb 97KB dt.joblib 3KB README.md 1KB Data 
HealthcareData-2.xlsx 79KB j.json 76B
movie.json.txt 1KB sales-funnel.xlsx 6KB titanic-train.csv.txt 59KB time_series_covid19_confirmed_global.csv 50KB SalesTrainingDataset.csv 891KB iris 3KB student.xml 319B cs-training.csv 7.07MB horror-test.csv 1.29MB international-airline-passengers.csv 2KB store.csv 44KB Online Retail.xlsx 22.62MB churn.csv.txt 3.53MB time_series_covid19_recovered_global.csv 43KB time_series_covid19_deaths_global (1).csv 42KB house.model 654B gapminder-FiveYearData.csv 80KB raw_nyc_phil.json 21.86MB adult.data.txt 3.79MB horror-train.csv 3.14MB house_rental_data.csv.txt 19KB payments-data.csv 16.76MB tennis-time.csv.txt 399B HR_comma_sep.csv.txt 539KB sales-data.csv 400B HealthCareData-1.xlsx 214KB movies.xml 3KB
cat.jpg 13KB books.xml 370B tennis.csv.txt 408B sales-of-shampoo-over-a-three-ye.csv 564B .gitignore 2KB 3.3 Dealing with Imballanced classes Dealing with Imbalanced Classes.ipynb 638KB 2.7 Nearest Neighbors Nearest Neighbors.ipynb 254KB 3.1 Anomaly Detection Anomaly Detection.ipynb 220KB资源评论
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