Manmeet Singh

HPC Parallel AI workshop | Apptainer | Cuda | Multi GPUs | Part I
HPC Parallel AI workshop | Apptainer | Cuda | Multi GPUs | Part I
Revisiting Tabular Deep Learning with embedding
Revisiting Tabular Deep Learning with embedding
Manmeet's short PhD presentation talk on the role of volcanic and anthropogenic aerosols on climate
Manmeet's short PhD presentation talk on the role of volcanic and anthropogenic aerosols on climate
GANs introduction
GANs introduction
Advancing climate science with AI: past, present and future
Advancing climate science with AI: past, present and future
Keypoint Detection | Vision Transformers | Climate Data Science lecture 34
Keypoint Detection | Vision Transformers | Climate Data Science lecture 34
Event Coincidence | Event Synchronization | Phase Coherence | Climate Data Science lecture 33
Event Coincidence | Event Synchronization | Phase Coherence | Climate Data Science lecture 33
Review basics of causality | PCMCI | Tigramite | Climate Data Science lecture 32
Review basics of causality | PCMCI | Tigramite | Climate Data Science lecture 32
Introduction to causality | Climate Data Science lecture 31
Introduction to causality | Climate Data Science lecture 31
Hyperparameter tuning using Optuna | Climate Data Science lecture 30
Hyperparameter tuning using Optuna | Climate Data Science lecture 30
Groundwater recharge estimation | Google Earth Engine | Climate Data Science lecture 29
Groundwater recharge estimation | Google Earth Engine | Climate Data Science lecture 29
Kerala floods 2018 | Dynamic World | Google Earth Engine
Kerala floods 2018 | Dynamic World | Google Earth Engine
Multitemporal change detection Sentinel-1 | Google Earth Engine | Climate Data Science lecture 28
Multitemporal change detection Sentinel-1 | Google Earth Engine | Climate Data Science lecture 28
Detecting land-use changes using Sentinel 1 on Google Earth Engine | Climate Data Science lecture 27
Detecting land-use changes using Sentinel 1 on Google Earth Engine | Climate Data Science lecture 27
ECMWF Machine Learning workshop 2022 | Manmeet Singh | Deep learning augmented digital twins
ECMWF Machine Learning workshop 2022 | Manmeet Singh | Deep learning augmented digital twins
Introduction to Google Earth Engine | Climate Data Science lecture 26
Introduction to Google Earth Engine | Climate Data Science lecture 26
Variational Autoencoders | Climate Data Science lecture 25
Variational Autoencoders | Climate Data Science lecture 25
Precipitation downscaling over India | Dr Bipin Kumar | Climate Data Science lecture 21
Precipitation downscaling over India | Dr Bipin Kumar | Climate Data Science lecture 21
Enhanced Deep Super Resolution | Time series forecasting LSTM | Climate Data Science lecture 20
Enhanced Deep Super Resolution | Time series forecasting LSTM | Climate Data Science lecture 20
Structured Data Classification from scratch | Climate Data Science lecture 19
Structured Data Classification from scratch | Climate Data Science lecture 19
Deep Reinforcement Learning | Climate Data Science lecture 18
Deep Reinforcement Learning | Climate Data Science lecture 18
Complex Networks | Recurrence plots | Non linear time series | Climate Data Science lecture 17
Complex Networks | Recurrence plots | Non linear time series | Climate Data Science lecture 17
PyG introduction | Attention mechanisms | Climate Data Science Lecture 16
PyG introduction | Attention mechanisms | Climate Data Science Lecture 16
Graph Neural Networks | Deep Unsupervised Learning | GANs | Climate Data Science Lecture 15
Graph Neural Networks | Deep Unsupervised Learning | GANs | Climate Data Science Lecture 15
Graph Neural Networks | Climate Data Science Lecture 14
Graph Neural Networks | Climate Data Science Lecture 14
QGIS | Geospatial machine learning | Satellite data | Om Pimpalgaonkar | Deep learning climate
QGIS | Geospatial machine learning | Satellite data | Om Pimpalgaonkar | Deep learning climate
Image segmentation | 3D classification | Keras examples | Climate Data Science Lecture 13
Image segmentation | 3D classification | Keras examples | Climate Data Science Lecture 13
Plotly express | Graph Objects | Data Visualization | Data analysis and advanced programming
Plotly express | Graph Objects | Data Visualization | Data analysis and advanced programming
Sequence to sequence | Attention | Natural language processing | Climate Data Science lecture 12
Sequence to sequence | Attention | Natural language processing | Climate Data Science lecture 12
Data Visualization | Matplotlib | Seaborn | Plotly | Data analysis and advanced programming
Data Visualization | Matplotlib | Seaborn | Plotly | Data analysis and advanced programming