machine learning - Softmax Data Blog | Our views on machine learning and business

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)

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

machine learning

CRM Cleaning: Merging Salesforce Objects using SOAP API (with a Python Focus)

We recently helped a client to clean up their Salesforce CRM. First, we made our proprietary solution to find all of the duplicate records that would pass the client’s

machine learning

What is machine learning (ML)? How about AI? Why now?

“We are drowning in information and starving for knowledge.” — John Naisbitt. The Era of Big DataWe have entered the era of big data. For example, there are about 60 trillion

machine learning

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