Making Serverless Inference on SageMaker for a multi-input HuggingFace model Hola! It has been a while since we dove into technical posts. We have been very busy building several deep-learning projects in the mortgage and call center industries, ranging from analyzing bank statements to analyzing human voices. One of the recent projects called for making inferences with AWS SageMaker’s
Keras Data Generator for Images of Different Dimensions When using CNN, we often have to provide the dimension of images ahead of time. Note that I used singular, not plural “Dimensions”. That’s because most of the time, it requires us to input tensors of the same dimension. However, we have a little bit of a problem here.
deep learning Tensorflow Keras LSTM source code line-by-line explained In this blog, I will go through line by line of Keras' LSTM source code to explain how the tensor computations work.
machine learning What 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 in sales emails (or all emails). I will also share the code (<50 lines) for you to start querying your emails immediately. You don'
Applying 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 machine learning to improve sales operations. Machine Learning in Sales Operations Sales operations, despite its name, has more focus on business intelligence and data analytics. Back
revenue opeartions Applying Machine Learning in Sales Enablement and Sales Operations [Part 2] In this post, let's talk about how Softmax Data leveraged machine learning to improve sales enablement for some of our clients.
revenue opeartions Applying Machine Learning in Sales Enablement and Sales Operations [Part 1] How Softmax Data applied learning in improving Sales Enablement and Sales Operations for some of our clients
database Brutal-force Migration of Postgres from Azure to AWS (or vice versa) In this short blog post, I want to show how to move the entire Postgres from one cloud server to another with brutal force.
machine learning Featured Multi-input Seq2Seq generation with Keras and Talos In this technical blog, I will talk about a common NLP problem: Seq2Seq, where we use one sequence to generate another sequence. Add to it, I also illustrate how to use Talos to automatically fine tune the hyperparameters, a daunting task for beginners.
machine learning Words According to r/Vancouver [Part I], word2vec Using word2vec to analyze the reddit comments on r/vancouver
![Applying Machine Learning in Sales Enablement and Sales Operations [Part 3]](/content/images/size/w600/2020/01/1_99_hy_Q-zX7gLmhI-96_0w.jpeg)
![Applying Machine Learning in Sales Enablement and Sales Operations [Part 2]](/content/images/size/w600/2020/01/tanner-boriack-jkuR9QteDGY-unsplash.jpg)
![Applying Machine Learning in Sales Enablement and Sales Operations [Part 1]](/content/images/size/w600/2020/01/1_CiMecgtFB29CahGzsRyegQ.jpeg)
![Words According to r/Vancouver [Part I], word2vec](/content/images/size/w600/2020/01/vancouver-1.jpg)