diff --git a/notebooks/CapeTown_Genomics_Tutorial_partIII.pdf b/notebooks/CapeTown_Genomics_Tutorial_partIII.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..677cb57dae6c35d754ec1d8f49d1f2d15465aee1
Binary files /dev/null and b/notebooks/CapeTown_Genomics_Tutorial_partIII.pdf differ