PinnedAnjali singhConverting word files at S3 bucket to Pdf In Server-less environment using AWS LambdaAWS Lambda Overview:Jul 19, 2021Jul 19, 2021
Anjali singhBig Models Era: Techniques, challenges & systems to train and serve large modelsBig models have become prominent and have increased more than 10 times in per years. For example open AI gigantic GPT-3 model with 175…Sep 27, 2022Sep 27, 2022
Anjali singhPart-1 Mining & learning graphs in neural network and implementation challenges :This blog is about understanding where and why graphs are used in solving various AI/ML problems. What kind of problems can be solved…Aug 3, 2022Aug 3, 2022
Anjali singhModeling irregular time series with continuous recurrent unitsRecurrent neural networks (RNNs) are a popular choice for modeling sequential data. Modern RNN architectures assume constant time-intervals…Jul 27, 20221Jul 27, 20221
Anjali singhMulti-task learning (MTL)In Multi-task learning (MTL), a joint model is trained to simultaneously make predictions for several tasks. Joint training reduces…Jul 22, 2022Jul 22, 2022
Anjali singhTransformer neural processes : uncertainty -aware meta learning via sequence modelingNeural Processes (NPs) are a popular class of approaches for meta-learning. Similar to Gaussian Processes (GPs), NPs define distributions…Jul 22, 2022Jul 22, 2022
Anjali singhAws Sagemaker Lifecycle configuration, RDS dependencies & autostop notebook instances.Services involved: AWS Sagemaker, Sagemaker lifecycle, Notebook instances, AWS Secret manager.Aug 6, 2021Aug 6, 2021
