WebToolTip com Udemy Geospatial Ai Deep Learning For Satellite Imagery

WebToolTip com Udemy Geospatial Ai Deep Learning For Satellite Imagery

Name	[ WebToolTip.com ] Udemy - Geospatial Ai - Deep Learning For Satellite Imagery	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.4 GB
Total Files	119
Last Seen	2025-11-07 15:22
Hash	B35D042D2DEBD37904A94C92A8B1480355DB80B7

/
Get Bonus Downloads Here.url	0.2 KB
/.../1 - Introduction to Geospatial AI and Satellite Imagery/
1 - Welcome and Course Overview.html	6.1 KB
2 - Introduction to Geospatial Analysis.mkv	133.4 MB
3 - Introduction to Artificial Intelligence.mkv	18.6 MB
4 - Why Python is the Top Choice for AI.mkv	14.4 MB
5 - Overview of Deep Learning in Geospatial Applications.mkv	130.2 MB
/.../2 - Setting Up Your Deep Learning Environment/
6 - StepbyStep Guide to GPU Setup.mkv	181.1 MB
/.../3 - CloudBased AI with Google Colab/
10 - Running PyTorch Models in the Cloud.mkv	64.0 MB
11 - Saving and Sharing Colab Notebooks.mkv	82.2 MB
7 - Introduction to Goggle Colab.mkv	38.7 MB
8 - Setting Up Google Colab for AI Projects.mkv	82.3 MB
9 - Running TensorFlow Models in the Cloud.mkv	88.0 MB
/.../4 - Preprocessing Satellite Imagery for Deep Learning/
12 - Calculating Geospatial Indices.mkv	109.9 MB
13 - Import and Clean Datasets in Jupyter Notebook with Pandas.mkv	136.2 MB
14 - Calculate-zonal-statistics-1.ipynb	6.0 KB
14 - Chirps-Erbil.tif	9.2 KB
14 - Conducting Zonal Statistics in Python.mkv	56.0 MB
15 - Image-Preprocessing-for-Deep-Learning.ipynb	6.5 KB
15 - Preprocessing Real Sentinel2 Imagery for Deep Learning.mkv	119.2 MB
16 - Integrating Google Earth Engine for Data Pipelines.mkv	75.0 MB
16 - Integrating-Google-Earth-Engine-for-Data-Pipelines.ipynb	5.1 KB
17 - Working with LargeScale Geospatial Data.mkv	141.2 MB
17 - Working-with-Large-Scale-Geospatial-Data.ipynb	8.2 KB
/.../4 - Preprocessing Satellite Imagery for Deep Learning/Erbil_Shapefile/
Center_Erbil.cpg	0.0 KB
Center_Erbil.dbf	1.7 KB
Center_Erbil.prj	0.1 KB
Center_Erbil.sbn	0.1 KB
Center_Erbil.sbx	0.1 KB
Center_Erbil.shp	3.5 KB
Center_Erbil.shp.DESKTOP-U07KOO1.15896.13176.sr.lock	0.0 KB
Center_Erbil.shx	0.1 KB
Erbil_Admi_3.cpg	0.0 KB
Erbil_Admi_3.dbf	21.0 KB
Erbil_Admi_3.ebb	0.9 KB
Erbil_Admi_3.ed1	24.6 KB
Erbil_Admi_3.eq1	0.2 KB
Erbil_Admi_3.prj	0.1 KB
Erbil_Admi_3.qpj	0.3 KB
Erbil_Admi_3.qtr	0.1 KB
Erbil_Admi_3.sbn	0.3 KB
Erbil_Admi_3.sbx	0.1 KB
Erbil_Admi_3.shp	43.0 KB
Erbil_Admi_3.shx	0.3 KB
/.../5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/
18 - Introduction to CNNs for Satellite Imagery Analysis.mkv	158.0 MB
19 - Crop-Health-Using-RS-data-and-Neural-Networks.ipynb	68.9 KB
19 - Designing a CNN Model for Crop Health Classification.mkv	130.9 MB
20 - Visualizing AI Model Performance.mkv	186.7 MB
20 - Visualizing-ML-Model-Performance.ipynb	71.2 KB
20 - crop-health.csv	33.5 KB
21 - Evaluating models Accuracy precision recall and crossvalidation.mkv	51.3 MB
21 - Evaluating-Models-Accuracy-Precision-Recall-and-Cross-Validation.ipynb	4.6 KB
21 - crop-health.csv	33.5 KB
22 - Hyperparameter Tuning with Grid Search and Random Search in Python.mkv	119.2 MB
22 - Hyperparameter-Tuning-with-Grid-Search-and-Random-Search.ipynb	8.4 KB
22 - crop-health.csv	33.5 KB
/.../5 - Building Convolutional Neural Networks CNNs for Geospatial Tasks/data/
DrnMppr-DEM-AOI.tif	17.9 MB
DrnMppr-DTM-AOI.tif	9.0 MB
DrnMppr-ORT-AOI.tif	125.4 MB
aoi.cpg	0.0 KB
aoi.dbf	0.3 KB
aoi.prj	0.4 KB
aoi.shp	0.3 KB
aoi.shx	0.1 KB
dem.tif	17.9 MB
dtm.tif	9.0 MB
ortho.tif	125.4 MB
plant_count.cpg	0.0 KB
plant_count.dbf	0.3 KB
plant_count.prj	0.4 KB
plant_count.shp	0.3 KB
plant_count.shx	0.1 KB
plots_1.cpg	0.0 KB
plots_1.dbf	5.1 KB
plots_1.prj	0.4 KB
plots_1.shp	25.4 KB
plots_1.shx	1.2 KB
plots_2.dbf	4.4 KB
plots_2.prj	0.4 KB
plots_2.shp	15.7 KB
plots_2.shx	0.7 KB
/.../6 - Advanced Geospatial AI Applications/
23 - Building a Convolutional Neural Network for Image Classification.mkv	222.1 MB
23 - CNNs-LULC-Classification-EuroSAT-Azad-Rasul.ipynb	833.1 KB
24 - Building an AI Model for Crop Health Analysis.mkv	131.0 MB
24 - Crop-Health-Using-RS-data-and-Neural-Networks.ipynb	68.9 KB
25 - Detecting-and-Counting-Plants-Using-Computer-Vision-Techniques.ipynb	1.3 MB
25 - Plant Counting with Computer Vision Techniques.mkv	178.4 MB
26 - 1.1-FourCastNet-A-practical-introduction-to-a-state-of-the-art-deep-learning-global-weather-emulator.ipynb	1.8 MB
26 - 1.2-FourCastNet-Added-Iraq.ipynb	2.4 MB
26 - Applying Deep Learning for Global Weather Emulation with FourCastNet.html	1.9 KB
27 - Validating Biomass Predictions with Ground Truth.mkv	166.7 MB
27 - Validation-with-Ground-Truth-Biomass-Focus.ipynb	163.2 KB
/.../6 - Advanced Geospatial AI Applications/data/
DrnMppr-DEM-AOI.tif	17.9 MB
DrnMppr-DTM-AOI.tif	9.0 MB
DrnMppr-ORT-AOI.tif	125.4 MB
aoi.cpg	0.0 KB
aoi.dbf	0.3 KB
aoi.prj	0.4 KB
aoi.shp	0.3 KB
aoi.shx	0.1 KB
dem.tif	17.9 MB
dtm.tif	9.0 MB
ortho.tif	125.4 MB
plant_count.cpg	0.0 KB
plant_count.dbf	0.3 KB
plant_count.prj	0.4 KB
plant_count.shp	0.3 KB
plant_count.shx	0.1 KB
plots_1.cpg	0.0 KB
plots_1.dbf	5.1 KB
plots_1.prj	0.4 KB
plots_1.shp	25.4 KB
plots_1.shx	1.2 KB
plots_2.dbf	4.4 KB
plots_2.prj	0.4 KB
plots_2.shp	15.7 KB
plots_2.shx	0.7 KB
/.../7 - Course WrapUp and Resources/
28 - Course Summary and Key Takeaways.html	5.9 KB
29 - Next Steps and Additional Resources.html	8.5 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.1 KB
Total files 119