In this learning blog, we will walk through a simple tutorial on how to useweb scrapingtechniques to fetch online data and organize it using the BeautifulSoup library inJupyter Notebook. We will use www.http://xiangzuwang.cnas an example, but please ensure that the website allows for web ...
Security and Access Control:If proper security measures and access controls are not implemented in a production environment, Jupyter Notebooks can present security risks. Allowing unrestricted access to notebooks or exposing sensitive data might jeopardize data integrity and confidentialit...
How can I add simple, automated data visualizations and dashboards to Jupyter NotebooksDavid Taieb
A DataFrame in Pandas is a 2-dimensional, labeled data structure which is similar to a SQL Table or a spreadsheet with columns and rows. Each column of a DataFrame can contain different data types. Pandas DataFrame syntax includes “loc” and “iloc” functions, eg., data_frame.loc[ ] an...
import tensorflow as tf import datetime, os logs_base_dir = "./logs" os.makedirs(logs_base_dir, exist_ok=True) %tensorboard --logdir {logs_base_dir} Right now you can see an empty TensorBoard view with the message "No dashboards are active for the current data set", this is ...
We can now plot any geospatial data with Geopandas. We can simply call .plot() to visualize a map. However, in this example, I am also adding a base map for contextual purpose. import contextily as ctx fig, ax = plt.subplots() gdf.to_crs(epsg=3857).plot(ax=ax, color="red", ed...
DataCamp provides DataLab, a hosted Jupyter Notebook that we will use for the majority of this tutorial. DataLab is an excellent option for learners and professionals who do not want to set up a local environment. Except where noted, the functionality described in this tutorial will work on...
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If you are in a Jupyter environment like Colab, please, switch now. A running Docker instance: you should have Docker Desktop already installed (instructions in our Docker for Data Science tutorial). When it is fully operational, the bottom left of the interface will feature a green baby ...
This tutorial will walk you through setting up Jupyter Notebook to run either locally or from a Ubuntu 22.04 server, as well as teach you how to connect to a…