Overview.- Remote Sensing Techniques.- Machine Learning Algorithms.- Real-time Monitoring and Early Warning of Landslide.- Prediction of Slope Stability Using Ensemble Learning Techniques.- Application of LSTM and Prophet Algorithm in Slope Displacement Prediction.- Displacement Prediction of Jiuxianping Landslide using GRU Networks.- Efficient Seismic Stability Analysis of Slopes Subjected to Water Level Changes Using Gradient Boosting Algorithms.- Efficient Reliability Analysis of Slopes in Spatially Variable Soils Using XGBoost.- Efficient Time-variant Reliability Analysis of Bazimen Landslide in the TGRA Using XGBoost and LightGBM.- Future work recommendation.