Download Udemy - Geospatial Ai - Deep Learning For Satellite Imagery Torrent

Torrent Contents Size: 3.2 GB

Udemy - Geospatial Ai - Deep Learning For Satellite Imagery

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1 - Welcome and Course Overview.html	HTML	6 KB
10 - Running PyTorch Models in the Cloud.mkv	MKV	61 MB
11 - Saving and Sharing Colab Notebooks.mkv	MKV	78.4 MB
12 - Calculating Geospatial Indices.mkv	MKV	104.8 MB
13 - Import and Clean Datasets in Jupyter Notebook with Pandas.mkv	MKV	129.9 MB
14 - Calculate-zonal-statistics-1.ipynb	IPYNB	5.9 KB
14 - Chirps-Erbil.tif	TIF	9 KB
14 - Conducting Zonal Statistics in Python.mkv	MKV	53.4 MB
15 - Image-Preprocessing-for-Deep-Learning.ipynb	IPYNB	6.3 KB
15 - Preprocessing Real Sentinel2 Imagery for Deep Learning.mkv	MKV	113.7 MB
16 - Integrating Google Earth Engine for Data Pipelines.mkv	MKV	71.5 MB
16 - Integrating-Google-Earth-Engine-for-Data-Pipelines.ipynb	IPYNB	5 KB
17 - Working with LargeScale Geospatial Data.mkv	MKV	134.7 MB
17 - Working-with-Large-Scale-Geospatial-Data.ipynb	IPYNB	8 KB
18 - Introduction to CNNs for Satellite Imagery Analysis.mkv	MKV	150.7 MB
19 - Crop-Health-Using-RS-data-and-Neural-Networks.ipynb	IPYNB	67.2 KB
19 - Designing a CNN Model for Crop Health Classification.mkv	MKV	124.8 MB
2 - Introduction to Geospatial Analysis.mkv	MKV	127.2 MB
20 - Visualizing AI Model Performance.mkv	MKV	178 MB
20 - Visualizing-ML-Model-Performance.ipynb	IPYNB	69.5 KB
20 - crop-health.csv	CSV	32.8 KB
21 - Evaluating models Accuracy precision recall and crossvalidation.mkv	MKV	48.9 MB
21 - Evaluating-Models-Accuracy-Precision-Recall-and-Cross-Validation.ipynb	IPYNB	4.5 KB
21 - crop-health.csv	CSV	32.8 KB
22 - Hyperparameter Tuning with Grid Search and Random Search in Python.mkv	MKV	113.7 MB
22 - Hyperparameter-Tuning-with-Grid-Search-and-Random-Search.ipynb	IPYNB	8.2 KB
22 - crop-health.csv	CSV	32.8 KB
23 - Building a Convolutional Neural Network for Image Classification.mkv	MKV	211.8 MB
23 - CNNs-LULC-Classification-EuroSAT-Azad-Rasul.ipynb	IPYNB	813.5 KB
24 - Building an AI Model for Crop Health Analysis.mkv	MKV	124.9 MB
24 - Crop-Health-Using-RS-data-and-Neural-Networks.ipynb	IPYNB	67.2 KB
25 - Detecting-and-Counting-Plants-Using-Computer-Vision-Techniques.ipynb	IPYNB	1.3 MB
25 - Plant Counting with Computer Vision Techniques.mkv	MKV	170.1 MB
26 - 1.1-FourCastNet-A-practical-introduction-to-a-state-of-the-art-deep-learning-global-weather-emulator.ipynb	IPYNB	1.7 MB
26 - 1.2-FourCastNet-Added-Iraq.ipynb	IPYNB	2.3 MB
26 - Applying Deep Learning for Global Weather Emulation with FourCastNet.html	HTML	1.8 KB
27 - Validating Biomass Predictions with Ground Truth.mkv	MKV	159 MB
27 - Validation-with-Ground-Truth-Biomass-Focus.ipynb	IPYNB	159.3 KB
28 - Course Summary and Key Takeaways.html	HTML	5.7 KB
29 - Next Steps and Additional Resources.html	HTML	8.3 KB
3 - Introduction to Artificial Intelligence.mkv	MKV	17.7 MB
4 - Why Python is the Top Choice for AI.mkv	MKV	13.8 MB
5 - Overview of Deep Learning in Geospatial Applications.mkv	MKV	124.2 MB
6 - StepbyStep Guide to GPU Setup.mkv	MKV	172.7 MB
7 - Introduction to Goggle Colab.mkv	MKV	36.9 MB
8 - Setting Up Google Colab for AI Projects.mkv	MKV	78.5 MB
9 - Running TensorFlow Models in the Cloud.mkv	MKV	83.9 MB
Bonus Resources.txt	TXT	102.4 B
Center_Erbil.cpg	CPG	0 B
Center_Erbil.dbf	DBF	1.7 KB
Center_Erbil.prj	PRJ	102.4 B
Center_Erbil.sbn	SBN	102.4 B
Center_Erbil.sbx	SBX	102.4 B
Center_Erbil.shp	SHP	3.5 KB
Center_Erbil.shp.DESKTOP-U07KOO1.15896.13176.sr.lock	LOCK	0 B
Center_Erbil.shx	SHX	102.4 B
DrnMppr-DEM-AOI.tif	TIF	17.1 MB
DrnMppr-DTM-AOI.tif	TIF	8.6 MB
DrnMppr-ORT-AOI.tif	TIF	119.6 MB
Erbil_Admi_3.cpg	CPG	0 B
Erbil_Admi_3.dbf	DBF	20.5 KB
Erbil_Admi_3.ebb	EBB	921.6 B
Erbil_Admi_3.ed1	ED1	24 KB
Erbil_Admi_3.eq1	EQ1	204.8 B
Erbil_Admi_3.prj	PRJ	102.4 B
Erbil_Admi_3.qpj	QPJ	307.2 B
Erbil_Admi_3.qtr	QTR	102.4 B
Erbil_Admi_3.sbn	SBN	307.2 B
Erbil_Admi_3.sbx	SBX	102.4 B
Erbil_Admi_3.shp	SHP	41.9 KB
Erbil_Admi_3.shx	SHX	307.2 B
Get Bonus Downloads Here.url	URL	204.8 B
aoi.cpg	CPG	0 B
aoi.dbf	DBF	204.8 B
aoi.prj	PRJ	409.6 B
aoi.shp	SHP	307.2 B
aoi.shx	SHX	102.4 B
dem.tif	TIF	17.1 MB
dtm.tif	TIF	8.6 MB
ortho.tif	TIF	119.6 MB
plant_count.cpg	CPG	0 B
plant_count.dbf	DBF	307.2 B
plant_count.prj	PRJ	409.6 B
plant_count.shp	SHP	307.2 B
plant_count.shx	SHX	102.4 B
plots_1.cpg	CPG	0 B
plots_1.dbf	DBF	5 KB
plots_1.prj	PRJ	409.6 B
plots_1.shp	SHP	24.8 KB
plots_1.shx	SHX	1.1 KB
plots_2.dbf	DBF	4.3 KB
plots_2.prj	PRJ	409.6 B
plots_2.shp	SHP	15.3 KB
plots_2.shx	SHX	716.8 B

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Udemy - Geospatial Ai - Deep Learning For Satellite Imagery

Torrent Contents Size: 3.2 GB

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