Machine Learning on Geographical Data Using Python
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491_9781484282861
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Chapter 1: Introduction to GeodataChapter Goal: Presenting what geodata is, how to represent it, its difficultiesNo of pages20Sub -Topics1.Geodata definitions2.Geographical Information Systems and common tools3.Standard formats of geographical data4.Overview of Python tools for geodataChapter 2: Coordinate Systems and ProjectionsChapter Goal: Introduce coordinate systems and projectionsNo of pages: 20Sub - Topics1. Geographical coordinates2.Geographical coordinate systems3.Map projections4. Conversions between coordinate systemsChapter 3: Geodata Data Types: Points, Lines, Polygons, RasterChapter Goal: Explain the four main data types in geodataNo of pages : 20Sub - Topics: 1.Points2.Lines3. Polygons4. RasterChapter 4: Creating MapsChapter Goal: Learn how to create maps in PythonNo of pages : 20Sub - Topics: 1.Discover mapping libraries2.See how to create maps with different data typesChapter 5: Basic Operations 1: Clipping and Intersecting in PythonChapter Goal: Learn clipping and intersecting in PythonNo of pages: 20Sub - Topics: 1. What is clipping?2. How to do clipping in Python?3. What is intersecting4. How to do intersecting in Python?Chapter 6: Basic Operations 2: Buffering in PythonChapter Goal: Learn how to create buffers in PythonNo of pages: 20Sub - Topics: 1.What are buffers?2.How to create buffers in PythonChapter 7: Basic Operations 3: Merge and Dissolve in PythonChapter Goal: Learn how to merge and dissolve in PythonNo of pages: 20Sub - Topics: 1.What is the merge operation?2.How to do the merge operation in Python?3.What is the dissolve operation?4.How to do the dissolve operation in Python?Chapter 8: Basic Operations 4: Erase in PythonChapter Goal: Learn how to do an erase in PythonNo of pages: 20Sub - Topics: 1. What is the erase operation?2. How to apply the erase operation in PythonChapter 9: Machine Learning: InterpolationChapter Goal: Learn how to do interpolation PythonNo of pages: 20Sub - Topics
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