Magazine

Clustering, Entity Extraction and Similarities Identification of Resume Texts

Data science can become a viable instrument in optimizing quality and speed in the recruitment process and, more importantly, provide fact-based analytics of the data and insights to be driven from it. In this article, we are going to show how we used natural language processing to understand the resume and then parse the information from it. The approach we applied to extracting relevant entities made it possible to group the real-life resumes and find similarities according to the required set of features.

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Considering Switching to Lightning Experience?

Should you switch to Lightning from Visualforce page? How to migrate to Salesforce Lightning? The answer is simple. If you need to create a new mobile app from scratch in a matter of minutes, Lightning Experience is for you. Salesforce1 Lightning allows you to code and customize employee and customer-facing applications for a variety of devices — even wearables — swiftly and easily via a “drag and drop” interface.  

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Scheduled jobs in Salesforce

Using background scheduled jobs is a very powerful technique in Salesforce. In this article you’ll read about three possible ways to run a background job in Salesforce every single minute: scheduling multiple jobs, using external services, utilizing Apex solution with dynamic scheduling. With the last one, async Apex, you can achieve results that cannot be done in other ways.

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Developer ethics for the enterprise

As all businesses are turning into software driven companies, cultural and ethical aspects of technology are becoming a nagging issue. And that is not only the fundamental human value, but also impacts the business performance directly. Technology shapes how we create and how we consume, so in the article below we address the question of how to deal with ethical dilemmas in IT. Who is actually responsible for working by common ethical business standards? Do software developers have to be conscious of the ethics of what they build? How much data protection is enough? Quality bug-fixing or privacy violation? Read the whole story below.

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Artificial Intelligence & Machine Learning in Finance: the Whys, the Hows and the Use Cases

The financial services industry is cautiously employing Artificial intelligence (AI) and its segment Machine Learning (ML). The days when companies could survive without acute digital transformation capabilities are long gone. From credit decisions to trading analytics, from risk management to fraud prevention, from process automation to personalized wealth management – AI is already reshaping the business landscape of the traditionally conservative financial sector. We will walk you through the AI & ML applications in finance; some benefits and struggles of the FinServe companies in their pursuit for advanced intelligence to stay competitive and relevant to their exuberant customers. A successful combination of reality and fiction of AI is already here to realize the potential of tech the customers believe in.

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Service mesh – upgrade your microservices architecture to avoid a service mess

Service mesh was introduced to address the complexities that come with microservice implementations for companies in all business sectors from the enterprises and up to startups. In the article below we will take a look at what service mesh actually stands for, how it works and how it adds to business value. We’ll trace how service mesh helps DevOps with managing intricate cloud native stack and legacy environments alongside how it can be translated into business efficiency. Finally, we will highlight its adoption reality and explain if your particular business case needs service mesh architecture.

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Salesforce Marketing Cloud ConnectOR?

Salesforce Marketing Cloud offers marketers the very real possibility of listening to their customers and prospects. With skillfully installed managed packages, configurations, and customization of Marketing Cloud Connect, the platform is a perfect tool for a marketing team to learn much more about their target audience and, consequently, to create and deliver far more personalized customer interaction.

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More Value with Lightning Value Providers

Salesforce cloud platform offers the whole variety of customization options. Those include point-and-click tools like Lightning App Builder, Process Builder, Visual Flow and Workflow alongside development tools like Apex, Visualforce, Lightning Aura Components, Lightning Aura Events, Lightning Aura Tokens, Lightning Aura Standalone application and Lightning Web Components. Explore both standard and custom value providers usage and implementation options, bound and unbound expressions in Salesforce Lightning.

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Kubernetes dropping Docker runtime support – what it means for enterprises

The reaction of the IT world to the breaking news of the Docker engine depreciation by Kubernetes shows how much the modern software world depends on both technologies. The prevailing theme is downplaying the change by repeating ‘don’t panic’ in multiple versions. Something happened to the stable ‘relationship’ of Kubernetes and Docker and we are more anxious than before. We analyze the most pressing HOWs of the potential impact on the speed and scalability of app deployment for digital business. We dig deeper and explain what is going on why it is important for businesses not to panic and also what to expect in the near future.

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Generative AI – creative AI of the future

Business tends to use AI for analytics and pattern recognition. Do you know AI can also be very creative? Generative AI, the creative side of AI, is catching attention of nearly every industry, be it security or entertainment, life sciences or the very IT. Simply put, it’s about machine learning algorithms using, understanding and generating content from the existing content ( text, image, etc.). Putting aside social, ethical or political reasoning, we will highlight the applications of Generative Artificial Intelligence together with some technical details. Is this promising concept here to stay and how far will it make us push our own boundaries?

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