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[ FreeCourseWeb.com ] Udemy - Machine Learning in R - Image Classification for LULC mapping
magnet:?xt=urn:btih:4de4b34d369495a8a4acabc550072661a9509e71&dn=[ FreeCourseWeb.com ] Udemy - Machine Learning in R - Image Classification for LULC mapping
磁力链接详情
Hash值:
4de4b34d369495a8a4acabc550072661a9509e71
点击数:
130
文件大小:
1.91 GB
文件数量:
41
创建日期:
2023-3-25 00:56
最后访问:
2024-6-9 20:15
访问标签:
FreeCourseWeb
com
Udemy
-
Machine
Learning
in
R
-
Image
Classification
for
LULC
mapping
文件列表详情
~Get Your Files Here !/1. Introduction/1. Introduction.mp4 36.34 MB
~Get Your Files Here !/1. Introduction/2. What is R and RStudio.mp4 12.22 MB
~Get Your Files Here !/1. Introduction/3. How to install R and RStudio in 2021.mp4 16.66 MB
~Get Your Files Here !/1. Introduction/4. Lab Install R and RStudio in 2021.mp4 38.72 MB
~Get Your Files Here !/1. Introduction/5. Lab Installing QGIS and install SCP.mp4 86.71 MB
~Get Your Files Here !/2. Machine Learning for image classification theory overview/1. Introduction to Machine Learning.mp4 93.46 MB
~Get Your Files Here !/2. Machine Learning for image classification theory overview/2. Basics of machine learning for classification analysis.mp4 71.46 MB
~Get Your Files Here !/2. Machine Learning for image classification theory overview/3. Common algorithms of image classification.mp4 112.93 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/1. Lab Introduction to RStudio Interface.mp4 47.69 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/10. Functions in R - overview.mp4 32.24 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/11. For Loops in R.mp4 24.85 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/12. Read Data into R.mp4 31.91 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/2. Lab Installing Packages and Package Management in R.mp4 24.14 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/3. Variables in R and assigning Variables in R.mp4 8.97 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/4. Lab Variables in R and assigning Variables in R.mp4 7.65 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/5. Overview of data types and data structures in R.mp4 27.2 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/6. Lab data types and data structures in R.mp4 48.1 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/7. Vectors' operations in R.mp4 35.95 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/8. Data types and data structures Factors.mp4 9.33 MB
~Get Your Files Here !/3. Introduction to R-Studio and R crash course/9. Dataframes overview in R.mp4 16.67 MB
~Get Your Files Here !/4. Basics of Remote Sensing for LULC mapping theory overview/1. Introduction to digital image.mp4 58.38 MB
~Get Your Files Here !/4. Basics of Remote Sensing for LULC mapping theory overview/2. Sensors and Platforms.mp4 18.28 MB
~Get Your Files Here !/4. Basics of Remote Sensing for LULC mapping theory overview/3. Understanding Remote Sensing for LULC mapping.mp4 63.32 MB
~Get Your Files Here !/4. Basics of Remote Sensing for LULC mapping theory overview/4. Stages of LULC supervised classification.mp4 72.76 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/1. Data used for analysis Landsat images.mp4 32.94 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/2. Preprocessing of satellite image data.mp4 29.2 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/3. Overview of processing steps in R for Landsat images.mp4 14.92 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/4. Lab Image load in R.mp4 49.75 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/5. Lab Image Layerstacks in R.mp4 95.67 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/6. Lab Batch Processing in R unzipp, laerstack of LAndsat images.mp4 57.19 MB
~Get Your Files Here !/5. Satellite image preparation in R for Land use land cover (LULC) analysis in R/7. Visualize images in R.mp4 64.45 MB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/1. Data used for analysis Sentinel images.mp4 37.49 MB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/2. Training data requirements for classification and training data selection.mp4 35.11 MB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/3. Lab Prepare training data in R - part 1.mp4 60.43 MB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/4. Lab Prepare training data in R - part 2.mp4 121.54 MB
~Get Your Files Here !/6. Training data Preparation in R for Machine Learning image classification/5. Plotting spectral signatures in R.mp4 24.73 MB
~Get Your Files Here !/7. Land UseLand Cover Image Classification using Machine Learning algorithms in R/1. Image Classification in R with Random Forest in R.mp4 93.7 MB
~Get Your Files Here !/7. Land UseLand Cover Image Classification using Machine Learning algorithms in R/2. Image Classification in R with Support Vector Machines (SVM) in R.mp4 74.83 MB
~Get Your Files Here !/7. Land UseLand Cover Image Classification using Machine Learning algorithms in R/3. Accuracy assessment of image classification.mp4 50.97 MB
~Get Your Files Here !/7. Land UseLand Cover Image Classification using Machine Learning algorithms in R/4. Lab Accuracy Assessment (validation) of classification in R.mp4 110.37 MB
~Get Your Files Here !/7. Land UseLand Cover Image Classification using Machine Learning algorithms in R/5. Independent Task Accuracy assessment for SVM-based classification.mp4 5.65 MB
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