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 , , , , .

Data Breach

A data breach, or data leak, is a security event in which protected data is accessed by or disclosed to unauthorized viewers. A data breach is different from data loss, which is when data can be no longer accessed because of hardware failure, deletion or other cause. Protected data can include information about individual customers, or employees, such as personally identifiable information (PII), personal health information, payment card information and Social Security numbers. It can also include corporate information or intellectual property (IP), such as trade secrets, details about manufacturing processes, supplier and customer data, information about mergers and acquisitions, or data about lawsuits or other litigation.

Data breaches are not always intentional. Users can accidentally send protected data to the wrong email address or upload it to the wrong share; in fact, mistakes account for 17% of breaches, according to the well-known Verizon’s 2018 Data breach investigation Report. But the report found that most breaches are deliberate and financially motivated. While different methods are used to gain access to sensitive data, 28% of breaches involve insiders, according to the Verizon report.

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Posted in Application Security, Data Security, Ethical Hacking. Tagged with , , .

Developing Visualforce Apps using Salesforce Angular

Have you ever wondered how cool it would be to have the flexibility and features Salesforce Angular JS framework provides, inside a Visualforce page in Salesforce platform? Well, wait no more, keep reading to get a perfect solution for this. This blog will introduce you to AngularJS in salesforceand how to develop Visualforce apps using angular.

Every web application requires client-side JavaScript, HTML, and CSS. Without using any server framework like Rails, Node, PHP, etc. the entire application can be built using just the front-end tools and languages.

What is ANGULARJS in Salesforce? Continue reading
Posted in apex develeopment, Apex Development, force.com app development, salesforce development. Tagged with , , , .

Service Level Agreement (SLA) Management for Cases in Salesforce

Salesforce Service Level Agreement

In Salesforce, Entitlements are records which ensures that a certain case is acted upon within the given time limits. If not then a certain action is executed.

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Posted in Case Management, Service Cloud, Service Level Agreement. Tagged with , , .

Integration with Salesforce Lightning External Services

Nowadays there is an API Integration in almost every org. The main purpose of integration with another service is to avoid reinventing the wheel. However, the development effort that is required to integrate with services is a complex and time-consuming venture.

It reduces speed to market, but it also saps developer energy that is better spent in the front end, building the features that will really differentiate their app. With external services salesforce makes this a lot easier and admin friendly.

With salesforce external services you can connect to any service that you want to, invoke methods based on the external source via a flow all with the help of an easy-to-use wizard. Declarative tools are used to import API definitions right into Salesforce. Continue reading

Posted in Agile, Salesforce, Salesforce Challenges, salesforce development, salesforce integration, Salesforce Lightning, Service Cloud. Tagged with , , , , , , .

Overview of Amazon Simple Queue Service

With modern cloud architecture applications are now decoupled into smaller, independent building blocks that are easier to develop, deploy and maintain, but the applications should also deal with connecting system components for the seamless flow of information among these components.

Amazon Simple Queue Service

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Posted in Amazon SQS, Amazon Web Services (AWS), Application Architecture, Message Queue. Tagged with , , , .

How to avoid Data Skew in Salesforce

Data skew in salesforce is getting generated at an explosive pace nowadays and we are running out of storage solutions in order to manage that data. Researches by multiple magazines and portals suggest that 90 percent of the total data in the world was created in the last two years only.

This pace continues to increase day by day and we are slowly approaching a state where we would not be able to deal with this data. Salesforce is no exception in this case where organization instances are having large amount of records related to the business process needs. When this plethora of data is not managed properly, we slowly approach a state which is termed as Data Skew in Salesforce. Continue reading

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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.

Predicting Success of your Salesforce Development Projects

Can you really predict the success of your Salesforce Development projects with a high degree of confidence at the beginning of your project?

The answer is No!

But you can rate your people, process and tools that are required for success and use that to predict success with a ‘good enough’ confidence level.

Salesforce development projects

Pillars of Salesforce Development Project success.

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Posted in Agile, Apex Development, Salesforce cloud Implementation, salesforce consultant, salesforce customization, salesforce development, Salesforce DevOps, Salesforce Implementation. Tagged with , , , .