This lecture overviews Neural SLAM that has many applications in robotic and autonomous vehicle localization and mapping. It covers the following topics in detail: Neural Camera Calibration, Neural Mapping/Reconstruction, Neural Localization, Neural Structure from Motion, Neural SLAM.