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Data Science Foundations: Python Scientific Stack [CoderPad]
π Author: Miki Tebeka
π° Level: Intermediate
β° Duration: 2h 25m
π Topics: Data Science, Python
π€ Join Learn Python for more courses
π Learn about the Python scientific stack, with an emphasis on how to use it to solve problems.
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Join instructor Miki Tebeka as he dives into the Python scientific stack and shows you how to use it to solve problems. Miki covers the major packages used throughout the data science process: numpy, pandas, matplotlib, scikit-learn, and others. He also guides you through how to load data, analyze data, run models, and display results.This course is integrated with GitHub Codespaces, an instant cloud developer environment that offers all the functionality of your favorite IDE without the need for any local machine setup. With GitHub Codespaces, you can get hands-on practice from any machine, at any timeβall while using a tool that youll likely encounter in the workplace. Check out the βUsing GitHub Codespaces with this courseβ video to learn how to get started.
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Python Scripting Using the ArcGIS API for Python
π Author: Jennifer Harrison
π° Level: Advanced
β° Duration: 4h 28m
π Topics: ArcGIS Pro, Geographic Information Systems, Scripting
π€ Join Learn Python for more courses
π Enhance your Python and GIS skills by learning to write scripts in Python that call the ArcGIS API to create, analyze, and manage GIS web services.
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In this course, Jennifer Harrisonβthe president of TeachMeGISβexplores the transformative power of the ArcGIS API for Python as it automates and enhances GIS tasks. Learn about the fundamentals of managing ArcGIS user accounts, maintaining web services, and executing spatial analysis efficiently. Dive into Python scripting to adeptly handle GIS data, automate geoprocessing, and streamline GIS operations. Explore powerful Python libraries and ArcGIS Notebooks, and learn how to utilize Esri geoprocessing tools online. Find out how to automate your GIS projects, leading to improved precision and productivity. Whether you're a GIS technician, data analyst, or spatial planner, harnessing the ArcGIS API for Python will enrich your geographic data management skills.
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