12/4/2023 0 Comments Anaconda vs python numpyWith native support for Jupyter notebooks combined with Anaconda, it's easy to get started. Visual Studio Code and the Python extension provide a great editor for data science scenarios. If you go this route, you will need to install the following packages: pandas, jupyter, seaborn, scikit-learn, keras, and tensorflow. Alternatively, if you'd prefer not to use Anaconda or Miniconda, you can create a Python virtual environment and install the packages needed for the tutorial using pip. Note: If you already have the full Anaconda distribution installed, you don't need to install Miniconda. Both extensions are published by Microsoft. For more details on installing extensions, see Extension Marketplace. The Python extension for VS Code and Jupyter extension for VS Code from the Visual Studio Marketplace. Make sure to install them if you haven't already. The following installations are required for the completion of this tutorial. Specifically, using passenger data from the Titanic, you will learn how to set up a data science environment, import and clean data, create a machine learning model for predicting survival on the Titanic, and evaluate the accuracy of the generated model. This tutorial demonstrates using Visual Studio Code and the Microsoft Python extension with common data science libraries to explore a basic data science scenario. Configure IntelliSense for cross-compiling.Most respondents, including myself, seem to be recommending using a standard Python installation with virtual environments and package installations within those environments as required on a per project basis. My point to you is that you seemed to be comparing IDEs/Editors with Anaconda, which did not make any sense on the grounds that you can configure almost any IDE/Editor to use whatever Python stack virtual environment (keeping in mind that this is what Anaconda is) you wish. In either case, additional modules/packages can be installed (using pip and conda - pip can be used for Anaconda Python if Anaconda does not offer a version of the package but one is available for pip). Anaconda Python installation with the packages Anaconda installs.
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