1 - Introduction.mp4 (50.42 MB)
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2 - Introduction to Geographic Information Systems GIS.mp4 (31.53 MB)
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3 - Introduction to Remote Sensing.mp4 (32.67 MB)
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4 - Applications of GIS and Remote Sensing.mp4 (44.99 MB)
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40 - Regression Model theory.mp4 (23.31 MB)
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41 - OSL modelling in GIS.mp4 (37.18 MB)
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42 - OSL modelling in ArcGIS.mp4 (165.97 MB)
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43 - Deep Learning in ArcGIS Pro.mp4 (32.85 MB)
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44 - Introduction to neural networks.mp4 (11.07 MB)
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45 - Deep learning in ArcGIS Pro an overview.mp4 (20.65 MB)
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46 - Getting started with Deep learning in ArcGIS Pro.mp4 (20.15 MB)
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48 - Training data creation for convolutional or deep neural network CNN.mp4 (31.34 MB)
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49 - Lab Image preparation for deep learning in ArcGIS Pro.mp4 (174.76 MB)
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50 - Lab Training data creation for neural network in ArcGIS PRO 25.mp4 (128.68 MB)
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51 - Lab Install deep learning frameworks for ArcGIS.mp4 (32.49 MB)
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52 - Deep Learning CNN model definition in ArcGIS PRO.mp4 (69.84 MB)
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53 - Lab Deep Learning CNN model definition in ArcGIS PRO.mp4 (97.14 MB)
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54 - Apply deep learning model for object detection or image classification.mp4 (25.18 MB)
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55 - Lab Detect image object with CNN deep learning model in ArcGIS Pro.mp4 (212.39 MB)
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56 - Summary.mp4 (9.34 MB)
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57 - Project 1 Supervised Learning for classification of Landsat data in QGIS.mp4 (10.26 MB)
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58 - Project 2 Deep Learning in ArcGIS Pro.mp4 (29.98 MB)
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59 - BONUS.mp4 (18.8 MB)
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5 - QGIS version information.mp4 (17.74 MB)
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6 - Installation of QGIS.mp4 (86.73 MB)
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7 - SemiAutomatic Classification Plugin for QGIS.mp4 (18.36 MB)
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8 - Intsalling plugins for QGIS.mp4 (99.55 MB)
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10 - On Machine Learning in GIS and Remote Sensing theoretical background.mp4 (51.11 MB)
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11 - Supervised and Unsupervised Learning classification in GIS and Remote Sensing.mp4 (71.52 MB)
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12 - Lab Image data acquisition in QGIS.mp4 (122.19 MB)
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13 - Common algorithms of image classification.mp4 (112.97 MB)
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14 - Land cover classification on the cloud using EO browser.mp4 (154.06 MB)
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15 - Regression Analysis.mp4 (29.26 MB)
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16 - Prediction in GIS and deep learning for Big Data Analysis.mp4 (39.09 MB)
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9 - Introduction Machine Learning.mp4 (46.86 MB)
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17 - Overview of Machine Learning for Image Classification in ArcGIS.mp4 (20.41 MB)
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18 - ArcGIS Software.mp4 (21.85 MB)
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19 - Unsupervised LULC image analysis in ArcGIS.mp4 (162.92 MB)
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20 - Installing OTB plugin for QGIS.mp4 (10.94 MB)
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21 - Unsupervised Kmeans image analysis in QGIS.mp4 (58.87 MB)
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22 - Stages of LULC supervised classification.mp4 (72.82 MB)
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23 - Lab Creating Training data in ArcMap 106.mp4 (111.35 MB)
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24 - Lab Supervised image classification with Support Vector Machines in ArcGIS.mp4 (72.38 MB)
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25 - Lab Supervided Learning based on Maximum Likelihood Algorithm.mp4 (68.87 MB)
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26 - Creating Training data for LULC mapping in QGIS.mp4 (309.04 MB)
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27 - Lab LULC with the use of Minimum Distance Classification Algorithm.mp4 (48.03 MB)
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28 - Accuracy assessment of the map in QGIS.mp4 (51 MB)
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29 - Lab Validation data creation.mp4 (201.41 MB)
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30 - Lab Accuracy Assessment of LULC map in QGIS.mp4 (101.23 MB)
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31 - Random Forest supervised classification of Sentinel2 image in QGIS.mp4 (248.84 MB)
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32 - Comparison of Random Forest and Decision Trees Classifier resilts.mp4 (209.92 MB)
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33 - Principles of image segmentation for GIS and Remote Sensing analysis.mp4 (30.59 MB)
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34 - Lab Downloading image data for segmentation analysis.mp4 (89.18 MB)
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35 - Lad Perform Image Segmentation in ArcGIS.mp4 (184.92 MB)
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36 - Lab Segmentation of satellite image in QGIS.mp4 (141.11 MB)
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37 - Objectbased image classification OBIA VS pixelbased image classification.mp4 (69.51 MB)
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38 - Creating training data for objectbased image classification in ArcGIS.mp4 (103.41 MB)
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39 - Objectbased image classification OBIA in ArcGIS.mp4 (118.4 MB)
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