Jia ChenMaking Serverless Inference on SageMaker for a multi-input HuggingFace modelHola! It has been a while since we dove into technical posts. We have been very busy building several deep-learning projects in the…Feb 81Feb 81
Jia CheninSoftmax DataKeras Data Generator for Images of Different DimensionsIn this blog post, we explore how to create a Keras data generator that would provide images of different dimensions to a CNN model.Dec 2, 20201Dec 2, 20201
Jia ChenTensorflow Keras Attention source code line-by-line explainedRecently (at least pre-covid sense), Tensorflow’s Keras implementation added Attention layers. There are two types of attention layers…May 12, 2020May 12, 2020
Jia CheninSoftmax DataTensorflow Keras LSTM source code line-by-line explainedThe original blog post was on Softmax Data’s blog.May 1, 20201May 1, 20201
Jia CheninSoftmax DataWhat are inside sales emails? Using machine learning to understand them.In this blog, we will talk about how to use two different machine learning techniques (LDA and Word2Vec) to analyze and query the topics…Feb 6, 2020Feb 6, 2020
Jia CheninSoftmax DataApplying Machine Learning in Sales Enablement and Sales OperationsSoftmax Data has been providing companies with machine learning services companies related to Natural Language Processing (NLP), image…Sep 25, 2019Sep 25, 2019
Jia ChenApplying Machine Learning in Sales Enablement and Sales Operations [Part 3]In the previous blog, I talked about enhancing Sales Enablement with machine learning. In this blog, I will go into some examples of using…Sep 25, 2019Sep 25, 2019
Jia ChenApplying Machine Learning in Sales Enablement and Sales Operations [Part 2]In the last blog, I talked about the definition of Sales Enablement and Sales Operations. In this blog, I will go deeper into some of the…Sep 25, 2019Sep 25, 2019
Jia ChenApplying Machine Learning in Sales Enablement and Sales Operations [Part 1]Softmax Data has been providing companies with machine learning services companies related to Natural Language Processing (NLP), image…Sep 25, 2019Sep 25, 2019
Jia CheninSoftmax DataBrutal-force Migration of Postgres from Azure to AWS (or vice versa)At Softmax Data, we often work with a variety of cloud infrastructures; from AWS, Ali Cloud, Google Cloud to Azure. Occasionally, we have…Sep 11, 2019Sep 11, 2019