Category Archives: Salesforce Einstein

Recurrent Neural Network with Long Short-Term Memory

What is a Neuron?

In Biological term, Neurons is the unit of nervous system which is responsible for flow of message in the form of electrical impulse in Human brain. So, Neuron is responsible for Human intelligence. But, in Today’s scenario it is used in Artificial Intelligence as well. Recurrent Neural Network (RNN) is a class of Artificial neural network in which connections between the neurons form a directed graph, or in simpler words, having a self-loop in the hidden layers. This helps RNNs to utilize the previous state of the hidden neurons to learn current state. Along with the current input, RNNs utilize the information they have learnt previously. Among all the neural networks, they are the only one with an internal memory. A usual RNN has a short-term memory. Because of their internal memory, RNN are able to remember things.

neural networks applications

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Posted in Application Architecture, Salesforce AI, salesforce development, Salesforce Einstein, Salesforce Einstein, salesforce for healthcare, Salesforce Machine Learning. Tagged with , , , , .

Sales Forecasting

sales forecasting

The term ‘Forecasting’ by far is coined by the words ‘fore’ & ‘casting’, meaning predicting in advance… First Thoughts… are we trying to play GOD… Predicting in advance??

Oh no… That’s not it…

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Posted in Analytics, Forecasting, Monte Carlo Simulation, Prediction, Sales, Salesforce, Salesforce AI, Salesforce Einstein, Salesforce Machine Learning. Tagged with , , , , , , , , .

Artificial Intelligence powered HR Automation in Workplace

Artificial intelligence (AI) has been changing our lives for decades, but today its presence is bigger than ever before.  AI has powered HR automation. Human resource processes plays vital role in every company. Whether its recruitment, onboarding process, training, learning & development. Artificial Intelligence is entering the HR space, and very soon everything that can be automated, will be automated.

HR analytics tools

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Posted in Agile, AGILE Tools, Artificial Intelligence, Machine Learning, Process Change Management, Salesforce, Salesforce AI, Salesforce Einstein, Salesforce Einstein, Salesforce Machine Learning, Team Collaboration.

The Future For Analytics, Data And What It Can Do For Businesses?

Times are changing; this has been a term in use since the rapid progress of humanity since the 18th century. Today, it can be used even on a daily basis. Technology remains the cornerstone through which humanity evolves, it is now embedded in every single part of our lives today and imagining a future without it would be quite challenging. This is why going forward, there is always going to be a discussion about its impact and how it will change as time comes.

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Posted in Artificial Intelligence, Sales Cloud, Salesforce AI, Salesforce cloud Implementation, Salesforce Einstein, Service Cloud.

Use TransmogrifAI to jumpstart Salesforce machine learning

Salesforce released TransmogrifAI, a machine learning library written in Scala that runs on top of Spark. This can be potentially deployed on any cloud such as Heroku/PostgreSQL platform. What all is involved in TransmogrifAI?

  • Language: Scala
  • Underlying engine: Apache Spark data processing engine
  • Deployment platform: A standalone local machine or cloud platform like Heroku

Let us explore a bit more about these new players in the scene and whether they will align with our need to build robust machine learning models. The entry barrier to using the TransmogrifAI library is likely to be the new tech stack that a typical Salesforce developer needs to scale up to. Continue reading

Posted in Salesforce AI, Salesforce Einstein, Salesforce Machine Learning. Tagged with , , .