{"product_id":"machine-learning-on-geographical-data-using-python-introduction-into-geodata-with-applications-and-use-cases-9781484282861","title":"Machine Learning on Geographical Data Using Python: Introduction into Geodata with Applications and Use Cases","description":"Chapter 1: Introduction to GeodataChapter Goal: Presenting what geodata is, how to represent it, its difficultiesNo of pages 20Sub -Topics1. Geodata definitions2. Geographical Information Systems and common tools3. Standard formats of geographical data4. Overview of Python tools for geodata\u003cbr\u003eChapter 2: Coordinate Systems and ProjectionsChapter Goal: Introduce coordinate systems and projectionsNo of pages: 20Sub - Topics 1. Geographical coordinates2. Geographical coordinate systems3. Map projections4. Conversions between coordinate systems\u003cbr\u003eChapter 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. Raster\u003cbr\u003eChapter 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 types\u003cbr\u003eChapter 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?\u003cbr\u003eChapter 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 Python\u003cbr\u003eChapter 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?\u003cbr\u003eChapter 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 Python\u003cbr\u003eChapter 9: Machine Learning: InterpolationChapter Goal: Learn how to do interpolation PythonNo of pages: 20Sub - Topics: 1.What is interpolation?2.How to do interpolation in Python3.Different methods for spatial interpolation in Python\u003cbr\u003eChapter 10: Machine Learning: ClassificationChapter Goal: Learn how to do classification on geodata in PythonNo of pages: 20Sub - Topics: 1.What is classification?2.How to do classification on geodata in Python?3.In depth example application of classification on geodata.\u003cbr\u003eChapter 11: Machine Learning: RegressionChapter Goal: Learn how to do regression on geodata in PythonNo of pages: 20Sub - Topics: 1.What is regression?2.How to do regression on geodata in Python?3.In depth example application of regression on geodata.\u003cbr\u003eChapter 12: Machine Learning: ClusteringChapter Goal: Learn how to do clustering on geodata in PythonNo of pages: 20Sub - Topics: 1.What is clustering?2.How to do clustering on geodata in Python?3.In depth example application of clustering on geodata.\u003cbr\u003eChapter\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/21\/2022\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781484282861\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 330\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.26lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.69d","brand":"Joos Korstanje","offers":[{"title":"Default Title","offer_id":42466391163061,"sku":"9781484282861","price":46.74,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_69d653a2-4d5c-4ef6-9339-65023236ffaf.jpg?v=1666404247","url":"https:\/\/pastforward.org\/products\/machine-learning-on-geographical-data-using-python-introduction-into-geodata-with-applications-and-use-cases-9781484282861","provider":"Past Forward","version":"1.0","type":"link"}