[ WebToolTip.com ] Udemy - Gold Prospectivity Mapping - Random Forest vs. XGBoost

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Introduction/1. Course Introduction Introduction.mp4

130 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/ArcGis Projects/ML2.mxd

3.8 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/CSV Data/AS_Data.csv

1.1 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/CSV Data/FVD_Data.csv

1.1 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/CSV Data/HGM_Data.csv

1.1 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/CSV Data/K_DEV_Data.csv

1.1 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/CSV Data/K_Data.csv

1.1 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/CSV Data/K_TH_Data.csv

1.1 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/CSV Data/RTE_Data.csv

1.1 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/CSV Data/TDR_Data.csv

1.1 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/CSV Data/TH_Data.csv

1.1 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/CSV Data/TH_U_Data.csv

1.1 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/CSV Data/U_Data.csv

1.1 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Deposits.csv

1.1 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Images/Confusion_Matrix_RF.png

93 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Images/Confusion_Matrix_XGB.png

92 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Images/Feature_Importance_RF.png

163 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Images/Feature_Importance_XGB.png

160 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Images/Prospectivity_Map_RF.png

1.2 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Images/Prospectivity_Map_XGB.png

1.3 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Kdev.docx

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/ML Work Plan.png

1.4 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Notes.txt

419 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Notes2.docx

38 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/AS.gdb

892 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/AS.gdb.xml

7.7 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/AS_XY.grd

126 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/AS_XY.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/AS_XY.grd.xml

12 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/Data/TMI_Merged_XY.grd

45 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/Data/TMI_Merged_XY.grd.gi

12 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/Data/TMI_Merged_XY.grd.xml

11 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD.gdb

892 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD.gdb.xml

8.7 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD_STD.grd

123 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD_STD.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD_STD.grd.xml

8.6 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD_STD_PS.grd

18 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD_STD_PS.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD_STD_PS.grd.xml

8.3 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD_STD_PS_THRESH.grd

3.5 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD_STD_PS_THRESH.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD_STD_PS_THRESH.grd.xml

8.0 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD_STD_PS_THRESH_SKEL.gdb

193 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD_STD_PS_THRESH_SKEL.gdb.xml

7.3 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD_STD_PS_THRESH_SKEL.map

149 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD_STD_PS_THRESH_SKEL.map.xml

5.9 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD_STD_PS_THRESH_SKEL_VEC.gdb

198 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD_STD_PS_THRESH_SKEL_VEC.gdb.xml

8.5 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD_STD_PS_THRESH_SKEL_VEC.map

146 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD_STD_PS_THRESH_SKEL_VEC.map.xml

7.1 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD_XY.grd

130 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD_XY.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/FVD_XY.grd.xml

13 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/HD_TDR.grd

124 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/HD_TDR.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/HD_TDR.grd.xml

9.6 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/HGM.gdb

892 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/HGM.gdb.xml

7.4 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/HGM_XY.grd

126 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/HGM_XY.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/HGM_XY.grd.xml

8.7 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/RTE.gdb

892 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/RTE.gdb.xml

8.7 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/RTE_XY.grd

128 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/RTE_XY.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/RTE_XY.grd.xml

12 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/RTE_XY_trn.grd

164 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/RTE_XY_trn.grd.gi

12 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/RTE_XY_trn.grd.xml

13 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/Study_Area_XY.gdb

149 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/Study_Area_XY.gdb.xml

6.1 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/Study_Area_XY_Shapes.gdb

149 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/Study_Area_XY_Shapes.gdb.xml

6.4 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/TDR.gdb

892 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/TDR.gdb.xml

7.7 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/TDR_XY.grd

127 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/TDR_XY.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/TDR_XY.grd.xml

9.6 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/TMI_XY.grd

128 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/TMI_XY.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/TMI_XY.grd.xml

8.9 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/TMI_XY_trn.grd

164 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/TMI_XY_trn.grd.gi

12 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/TMI_XY_trn.grd.xml

12 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/_bigrid.con

214 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/_drvz.con

20 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/aero_ml2.gpf

204 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/bigrid.log

2.8 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/default.o0

131 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/fvd.con

20 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/rte.con

115 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Aeromagnetic/study_area.XYZ

148 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Polygons/K_dev.txt

55 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Polygons/study_area.ply

148 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Prospectivity/ImportQa.log

0 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Prospectivity/Prospectivity_Data.gdb

521 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Prospectivity/Prospectivity_Data.gdb.xml

8.6 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Prospectivity/Prospectivity_XGB.grd

127 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Prospectivity/Prospectivity_XGB.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Prospectivity/Prospectivity_XGB.grd.xml

9.7 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Prospectivity/_rangrid.con

163 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Prospectivity/import.log

573 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Prospectivity/import_error.log

0 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Prospectivity/prosml2.gpf

74 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Prospectivity/rangrid.log

2.1 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Prospectivity/wizard.i3

391 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/Data/K_Merged.grd

32 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/Data/K_Merged.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/Data/K_Merged.grd.xml

11 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/Data/Th_Merged.grd

32 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/Data/Th_Merged.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/Data/Th_Merged.grd.xml

11 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/Data/U_Merged.grd

32 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/Data/U_Merged.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/Data/U_Merged.grd.xml

11 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/K.gdb

888 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/K.gdb.xml

7.8 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/K_DEV.gdb

888 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/K_DEV.gdb.xml

7.8 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/K_TH.gdb

888 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/K_TH.gdb.xml

7.8 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/K_TH_XY.grd

124 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/K_TH_XY.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/K_TH_XY.grd.xml

9.8 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/K_XY.grd

124 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/K_XY.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/K_XY.grd.xml

8.9 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/K_dev.grd

128 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/K_dev.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/K_dev.grd.xml

9.8 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/TH.gdb

888 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/TH.gdb.xml

7.8 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/TH_U.gdb

888 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/TH_U.gdb.xml

7.8 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/TH_U_XY.grd

121 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/TH_U_XY.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/TH_U_XY.grd.xml

9.8 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/Th2.grd

3.9 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/Th2.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/Th2.grd.xml

9.0 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/Th_XY.grd

121 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/Th_XY.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/Th_XY.grd.xml

8.9 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/U.gdb

888 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/U.gdb.xml

7.8 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/U2.grd

3.9 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/U2.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/U2.grd.xml

8.9 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/U_XY.grd

123 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/U_XY.grd.gi

14 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/U_XY.grd.xml

8.9 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/_bigrid.con

212 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/bigrid.log

2.8 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/OSM/Radiometric/radio_ml2.gpf

166 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Osun_State_Geological_Map.jpg

4.6 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Python Codes/Confusion_Matrix_RF.png

93 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Python Codes/Confusion_Matrix_XGB.png

92 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Python Codes/Feature_Importance_RF.png

163 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Python Codes/Feature_Importance_XGB.png

160 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Python Codes/ML_Data.csv

5.1 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Python Codes/Prospectivity_Map_RF.png

1.2 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Python Codes/Prospectivity_Map_XGB.png

1.3 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Python Codes/Prospectivity_Results_Export_RF.csv

1.4 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Python Codes/Prospectivity_Results_Export_XGB.csv

1.2 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Python Codes/RF.ipynb

604 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Python Codes/XGB.ipynb

692 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Python Codes/ipynb_checkpoints/ML_Data-checkpoint.csv

5.1 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Python Codes/ipynb_checkpoints/RF-checkpoint.ipynb

588 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Python Codes/ipynb_checkpoints/XGB-checkpoint.ipynb

678 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/AS.tfw

93 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/AS.tif

257 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/AS.tif.aux.xml

1.4 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/AS.tif.xml

546 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/FVD.tfw

93 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/FVD.tif

257 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/FVD.tif.aux.xml

1.4 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/FVD.tif.xml

548 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/Fault_Dist.tfw

93 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/Fault_Dist.tif

68 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/Fault_Dist.tif.aux.xml

1.1 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/Fault_Dist.tif.xml

551 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/HGM.tfw

93 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/HGM.tif

257 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/HGM.tif.aux.xml

1.4 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/HGM.tif.xml

548 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/K.tfw

93 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/K.tif

257 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/K.tif.aux.xml

1.5 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/K.tif.xml

544 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/K_DEV.tfw

93 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/K_DEV.tif

257 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/K_DEV.tif.aux.xml

1.5 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/K_DEV.tif.xml

552 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/K_TH.tfw

93 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/K_TH.tif

257 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/K_TH.tif.aux.xml

1.4 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/K_TH.tif.xml

550 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/LD.tfw

93 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/LD.tif

257 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/LD.tif.aux.xml

1.5 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/LD.tif.xml

568 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/RTE.tfw

93 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/RTE.tif

257 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/RTE.tif.aux.xml

1.5 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/RTE.tif.xml

548 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/TDR.tfw

93 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/TDR.tif

257 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/TDR.tif.aux.xml

1.5 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/TDR.tif.xml

548 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/TH.tfw

93 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/TH.tif

257 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/TH.tif.aux.xml

1.5 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/TH.tif.xml

546 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/TH_U.tfw

93 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/TH_U.tif

257 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/TH_U.tif.aux.xml

1.3 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/TH_U.tif.xml

550 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/U.tfw

93 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/U.tif

257 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/U.tif.aux.xml

1.5 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Aeromagnetic/U.tif.xml

544 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Geology/Osun_State_Geological_Map.jgwx

144 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Geology/Osun_State_Geological_Map.jpg

4.6 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Geology/Osun_State_Geological_Map.jpg.aux.xml

2.2 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Prospectivity.tfw

93 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Prospectivity.tif

257 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Prospectivity.tif.aux.xml

1.5 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Prospectivity.tif.xml

586 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Prospectivity_Reclass.tfw

93 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Prospectivity_Reclass.tif

8.4 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Prospectivity_Reclass.tif.aux.xml

881 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Prospectivity_Reclass.tif.vat.cpg

5 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Prospectivity_Reclass.tif.vat.dbf

188 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Raster Images/Prospectivity_Reclass.tif.xml

606 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Deposits/Deposits.cpg

5 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Deposits/Deposits.dbf

2.2 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Deposits/Deposits.prj

145 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Deposits/Deposits.sbn

548 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Deposits/Deposits.sbx

140 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Deposits/Deposits.shp

1.3 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Deposits/Deposits.shp.xml

546 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Deposits/Deposits.shx

452 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Deposits/Deposits_XY.cpg

5 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Deposits/Deposits_XY.dbf

2.2 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Deposits/Deposits_XY.prj

400 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Deposits/Deposits_XY.sbn

548 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Deposits/Deposits_XY.sbx

140 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Deposits/Deposits_XY.shp

1.3 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Deposits/Deposits_XY.shp.xml

1.4 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Deposits/Deposits_XY.shx

452 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Buffer_1000m.cpg

5 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Buffer_1000m.dbf

73 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Buffer_1000m.prj

400 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Buffer_1000m.sbn

132 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Buffer_1000m.sbx

116 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Buffer_1000m.shp

139 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Buffer_1000m.shp.xml

6.7 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Buffer_1000m.shx

108 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Buffer_200m.cpg

5 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Buffer_200m.dbf

73 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Buffer_200m.prj

400 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Buffer_200m.sbn

132 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Buffer_200m.sbx

116 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Buffer_200m.shp

70 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Buffer_200m.shp.xml

6.7 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Buffer_200m.shx

108 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Grid_200m.cpg

5 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Grid_200m.dbf

419 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Grid_200m.prj

400 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Grid_200m.sbn

377 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Grid_200m.sbx

34 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Grid_200m.shp

4.6 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Grid_200m.shp.xml

1.1 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Grid_200m.shx

279 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Grid_200m_Centroids.CPG

5 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Grid_200m_Centroids.dbf

7.8 MB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Grid_200m_Centroids.prj

400 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Grid_200m_Centroids.shp

977 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Grid_200m_Centroids.shp.xml

653 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Grid_200m_Centroids.shx

279 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Grid_200m_label.cpg

5 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Grid_200m_label.dbf

244 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Grid_200m_label.prj

400 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Grid_200m_label.shp

977 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Grid_200m_label.shp.xml

660 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Grids/Grid_200m_label.shx

279 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Lineaments/Lineaments_ln.dbf

596 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Lineaments/Lineaments_ln.prj

426 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Lineaments/Lineaments_ln.shp

5.2 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Lineaments/Lineaments_ln.shx

572 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Study Area/Study_Area.cpg

5 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Study Area/Study_Area.dbf

73 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Study Area/Study_Area.prj

145 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Study Area/Study_Area.sbn

132 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Study Area/Study_Area.sbx

116 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Study Area/Study_Area.shp

236 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Study Area/Study_Area.shp.xml

5.4 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Study Area/Study_Area.shx

108 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Study Area/Study_Area_XY.cpg

5 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Study Area/Study_Area_XY.dbf

73 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Study Area/Study_Area_XY.prj

400 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Study Area/Study_Area_XY.sbn

132 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Study Area/Study_Area_XY.sbx

116 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Study Area/Study_Area_XY.shp

236 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Study Area/Study_Area_XY.shp.GeosoftMeta

3.6 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Study Area/Study_Area_XY.shp.xml

6.2 kB

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Shapefiles/Study Area/Study_Area_XY.shx

108 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Study_Area.csv

58 B

~Get Your Files Here !/1 - Introduction/Mineral Deposits ML/Study_Area.jpg

12 MB

~Get Your Files Here !/2 - Geophysical & Spatial Data Preprocessing/10. Training Data Preparation - 2.mp4

113 MB

~Get Your Files Here !/2 - Geophysical & Spatial Data Preprocessing/11. Training Data Preparation - 3.mp4

72 MB

~Get Your Files Here !/2 - Geophysical & Spatial Data Preprocessing/12. Features Extraction - 1.mp4

126 MB

~Get Your Files Here !/2 - Geophysical & Spatial Data Preprocessing/13. Features Extraction - 2.mp4

63 MB

~Get Your Files Here !/2 - Geophysical & Spatial Data Preprocessing/2. Create Study Area and Known Deposits Shapefiles.mp4

144 MB

~Get Your Files Here !/2 - Geophysical & Spatial Data Preprocessing/3. Clip Grid Datasets Using Polygon Files.mp4

185 MB

~Get Your Files Here !/2 - Geophysical & Spatial Data Preprocessing/4. Aeromagnetic Data Processing 1.mp4

143 MB

~Get Your Files Here !/2 - Geophysical & Spatial Data Preprocessing/5. Aeromagnetic Data Processing 2.mp4

55 MB

~Get Your Files Here !/2 - Geophysical & Spatial Data Preprocessing/6. Radiometric Data Processing.mp4

205 MB

~Get Your Files Here !/2 - Geophysical & Spatial Data Preprocessing/7. Import Aeromagnetic Predictor Features as Raster Layer.mp4

250 MB

~Get Your Files Here !/2 - Geophysical & Spatial Data Preprocessing/8. Import Radiometric Predictor Features as Raster Layer.mp4

278 MB

~Get Your Files Here !/2 - Geophysical & Spatial Data Preprocessing/9. Training Data Preparation - 1.mp4

180 MB

~Get Your Files Here !/3 - Environment Setup & Jupyter Notebook Installation/14. Installing Python and Anaconda Distributions.mp4

158 MB

~Get Your Files Here !/4 - Building & Fine-Tuning Random Forest/15. Random Forest ML Modelling.mp4

206 MB

~Get Your Files Here !/5 - Building & Optimizing XGBoost/16. XGBoost ML Modelling.mp4

73 MB

~Get Your Files Here !/6 - Generating Prospectivity Maps & Exploration Outputs/17. Generate Prospectivity Map.mp4

194 MB

~Get Your Files Here !/Bonus Resources.txt

70 B