Python

Scikit-learn Advanced Features | Data Science

Neither Titanic dataset nor sklearn a new thing for any data scientist but there are some important features in scikit-learn that will make any model pre-processing and tuning easier, to be specific this notebook will cover the following concepts ColumnTransformer Pipeline SimpleImputer StandardScalar OneHotEncoder OrdinalEncoder GridSearch The dataset used in this article can be found …

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Build Data Analysis and Data Discovery Web Application for Data Science projects in few minutes | Data Science | Data Analytics

Data preparation and data discovery consume a great amount of time in any data science or data analytics job, one of the solutions is to write a template script that you can use in this phase of your job, but what about adding interactive controls and dynamic controls into your scripting wouldn’t that be great?, …

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Migrate Files from local files system to Amazon S3 with Python Application | AWS S3 | Python

Amazon Simple Storage Service (Amazon S3) is an object storage service that offers industry-leading scalability, data availability, security, and performance. S3 storage well fit in different use cases, such as websites, mobile applications, backup and restore, archiv2e, enterprise applications, IoT devices, and big data analytics. Amazon S3 provides easy-to-use management features so you can organize …

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