Introduction to the use of Python for geologist

DeepLime

3-days training for people in the resource industry interested in using Python scripting to assist them with everyday tasks.

<p>This 3-days training course is based on synthetics and public data in geosciences.</p><p></p><p>It is primarily aimed at geologists, resource geologists, mine geologists, and mining engineers who may be interested in using Python scripting to assist with their everyday tasks in handling downhole, three-dimensional spatial (mesh, point cloud, dtm) and block model data.</p><p></p><p>Attendees will need to provide their own laptops to work on. </p><p></p><h2>Course Program</h2><h2></h2><p>Location: Central Paris</p><p>Dates: 2-4 February 2022 (3 days) - 9am-4pm</p><p>Lecturers: <a href="https://www.linkedin.com/in/claude-cavelius" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Claude Cavelius </a>&amp; <a href="https://www.linkedin.com/in/hadrien-meyer-396bb912b" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Hadrien Meyer</a></p><p></p><p>The following agenda maybe be modified before the training:</p><p></p><h3>1. Introduction to Python and Notebooks - 0.5 day</h3><p>The training will be delivered using Notebooks.</p><p>This course will examine the tools used to execute Python scripts and very basic functionalities of the programming language.</p><ul><li>What are the tools to run a Python script</li><li>How to find and import libraries</li><li>What are variables and how are they defined</li></ul><p>This initial introduction into the tools needed to pursue our analysis will be hands-on with some very simple examples to get started.</p><p></p><h3>2. Working with CSV and SHP files - 1 day</h3><p>Most formats used in geosciences can be expressed in table format.</p><p>This part of the course will focus on the use of the Pandas and GeoPandas libraries as practical tools to:</p><ul><li>Import data tables and spatial data</li><li>Explore and validate drillhole data through statistics and plots</li><li>Modify and export data</li></ul><h3></h3><h3>3. Quick run through the spatial analysis and modelling workflow - 1 day</h3><p>In order to give a broad overview of the capabilities of Python in the spatial analysis and modelling workflow, the course will cover some modelling tools using DeepLime’s python library GeoLime along with other tools to:</p><ul><li>Composite drillhole data</li><li>Define and validate ore domains</li><li>Flatten the modelling</li><li>Grid definition</li><li>Basic interpolation</li></ul><p>The examples will come with concise theoretical background, along with corrections to the exercises.</p><p>Those exercises will also be used to understand the use of loops and conditions in Python.</p><p></p><h3>4. Designing your own functions - 0.5 day</h3><p>The course will finish on a slightly more advanced example, taking the attendees through the creation of quick statistical function as part of the geological model reporting process.</p><ul><li>This will help us highlight:</li><li>Code organisation through functions</li><li>Custom plotting through Matplotlib</li></ul>

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Introduction to the use of Python for geologist

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Introduction to the use of Python for geologist

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