Revisiting Tabular Deep Learning with embedding
Manmeet Singh
Revisiting Tabular Deep Learning with embedding
43:43
Manmeet's short PhD presentation talk on the role of volcanic and anthropogenic aerosols on climate
Manmeet Singh
Manmeet's short PhD presentation talk on the role of volcanic and anthropogenic aerosols on climate
8:49
GANs introduction
Manmeet Singh
GANs introduction
1:22:37
Advancing climate science with AI: past, present and future
Manmeet Singh
Advancing climate science with AI: past, present and future
41:32
Keypoint Detection | Vision Transformers | Climate Data Science lecture 34
Manmeet Singh
Keypoint Detection | Vision Transformers | Climate Data Science lecture 34
31:44
Event Coincidence | Event Synchronization | Phase Coherence | Climate Data Science lecture 33
Manmeet Singh
Event Coincidence | Event Synchronization | Phase Coherence | Climate Data Science lecture 33
39:10
Review basics of causality | PCMCI | Tigramite | Climate Data Science lecture 32
Manmeet Singh
Review basics of causality | PCMCI | Tigramite | Climate Data Science lecture 32
48:23
Introduction to causality | Climate Data Science lecture 31
Manmeet Singh
Introduction to causality | Climate Data Science lecture 31
56:48
Hyperparameter tuning using Optuna | Climate Data Science lecture 30
Manmeet Singh
Hyperparameter tuning using Optuna | Climate Data Science lecture 30
58:53
Groundwater recharge estimation | Google Earth Engine | Climate Data Science lecture 29
Manmeet Singh
Groundwater recharge estimation | Google Earth Engine | Climate Data Science lecture 29
47:12
Kerala floods 2018 | Dynamic World | Google Earth Engine
Manmeet Singh
Kerala floods 2018 | Dynamic World | Google Earth Engine
0:19
Multitemporal change detection Sentinel-1 | Google Earth Engine | Climate Data Science lecture 28
Manmeet Singh
Multitemporal change detection Sentinel-1 | Google Earth Engine | Climate Data Science lecture 28
51:12
Detecting land-use changes using Sentinel 1 on Google Earth Engine | Climate Data Science lecture 27
Manmeet Singh
Detecting land-use changes using Sentinel 1 on Google Earth Engine | Climate Data Science lecture 27
1:02:15
ECMWF Machine Learning workshop 2022 | Manmeet Singh | Deep learning augmented digital twins
Manmeet Singh
ECMWF Machine Learning workshop 2022 | Manmeet Singh | Deep learning augmented digital twins
19:02
Introduction to Google Earth Engine | Climate Data Science lecture 26
Manmeet Singh
Introduction to Google Earth Engine | Climate Data Science lecture 26
50:33
Variational Autoencoders | Climate Data Science lecture 25
Manmeet Singh
Variational Autoencoders | Climate Data Science lecture 25
43:46
Precipitation downscaling over India | Dr Bipin Kumar | Climate Data Science lecture 21
Manmeet Singh
Precipitation downscaling over India | Dr Bipin Kumar | Climate Data Science lecture 21
56:44
Enhanced Deep Super Resolution | Time series forecasting LSTM | Climate Data Science lecture 20
Manmeet Singh
Enhanced Deep Super Resolution | Time series forecasting LSTM | Climate Data Science lecture 20
56:30
Structured Data Classification from scratch | Climate Data Science lecture 19
Manmeet Singh
Structured Data Classification from scratch | Climate Data Science lecture 19
57:42
Deep Reinforcement Learning | Climate Data Science lecture 18
Manmeet Singh
Deep Reinforcement Learning | Climate Data Science lecture 18
1:05:30
Complex Networks | Recurrence plots | Non linear time series | Climate Data Science lecture 17
Manmeet Singh
Complex Networks | Recurrence plots | Non linear time series | Climate Data Science lecture 17
1:00:34
PyG introduction | Attention mechanisms | Climate Data Science Lecture 16
Manmeet Singh
PyG introduction | Attention mechanisms | Climate Data Science Lecture 16
1:00:07
Graph Neural Networks | Deep Unsupervised Learning | GANs | Climate Data Science Lecture 15
Manmeet Singh
Graph Neural Networks | Deep Unsupervised Learning | GANs | Climate Data Science Lecture 15
1:10:41
Graph Neural Networks | Climate Data Science Lecture 14
Manmeet Singh
Graph Neural Networks | Climate Data Science Lecture 14
47:18
QGIS | Geospatial machine learning | Satellite data | Om Pimpalgaonkar | Deep learning climate
Manmeet Singh
QGIS | Geospatial machine learning | Satellite data | Om Pimpalgaonkar | Deep learning climate
1:01:02
Image segmentation | 3D classification | Keras examples | Climate Data Science Lecture 13
Manmeet Singh
Image segmentation | 3D classification | Keras examples | Climate Data Science Lecture 13
57:05
Plotly express | Graph Objects | Data Visualization | Data analysis and advanced programming
Manmeet Singh
Plotly express | Graph Objects | Data Visualization | Data analysis and advanced programming
47:31
Sequence to sequence | Attention | Natural language processing | Climate Data Science lecture 12
Manmeet Singh
Sequence to sequence | Attention | Natural language processing | Climate Data Science lecture 12
58:17
Data Visualization | Matplotlib | Seaborn | Plotly | Data analysis and advanced programming
Manmeet Singh
Data Visualization | Matplotlib | Seaborn | Plotly | Data analysis and advanced programming
54:28
Dask | Xarray | Visualization | Data Analysis and Advanced Programming
Manmeet Singh
Dask | Xarray | Visualization | Data Analysis and Advanced Programming
32:37
Word embeddings | NLP | Climate Data Science Lecture 11
Manmeet Singh
Word embeddings | NLP | Climate Data Science Lecture 11
1:00:51
Sequence models | NLP | Taken's embedding theorem | Climate data science lecture 10
Manmeet Singh
Sequence models | NLP | Taken's embedding theorem | Climate data science lecture 10
1:12:27
Siamese Network | Dropout | Climate Data Science lecture 9
Manmeet Singh
Siamese Network | Dropout | Climate Data Science lecture 9
44:09
Object Detection | YOLO | Convolutional Neural Networks | Climate Data Science Lecture 8
Manmeet Singh
Object Detection | YOLO | Convolutional Neural Networks | Climate Data Science Lecture 8
54:29
Convolutional Neural Networks | Climate Data Science Lecture 7
Manmeet Singh
Convolutional Neural Networks | Climate Data Science Lecture 7
55:24
Basics of Numpy
Manmeet Singh
Basics of Numpy
37:47
Xarray operations features visualization
Manmeet Singh
Xarray operations features visualization
58:32
Transfer learning | Multi task learning | Advanced TensorFlow | Climate Data Science Lecture 6
Manmeet Singh
Transfer learning | Multi task learning | Advanced TensorFlow | Climate Data Science Lecture 6
59:46
Climate Data Science Lecture 5
Manmeet Singh
Climate Data Science Lecture 5
46:14
Xarray | Dask | Dataset | Dataarray | Data analysis and advanced programming
Manmeet Singh
Xarray | Dask | Dataset | Dataarray | Data analysis and advanced programming
1:02:35
Hyperparameter tuning | CSV data | Climate Data Science Lecture 4
Manmeet Singh
Hyperparameter tuning | CSV data | Climate Data Science Lecture 4
2:01:41
Neural networks | Deep Learning | Tensorflow basics | Climate Data Science Lecture 3
Manmeet Singh
Neural networks | Deep Learning | Tensorflow basics | Climate Data Science Lecture 3
1:47:04
Climate Data Science Lecture 2
Manmeet Singh
Climate Data Science Lecture 2
1:52:02
Climate Data Science Lecture 1
Manmeet Singh
Climate Data Science Lecture 1
1:18:30
What are Bayesian Neural Networks? Best resources to understand
Manmeet Singh
What are Bayesian Neural Networks? Best resources to understand
10:00
Understanding Markov Chain Monte Carlo
Manmeet Singh
Understanding Markov Chain Monte Carlo
13:29