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Understanding-Lambda-Architecture-in-Big-Data

When and How to Leverage Lambda Architecture in Big Data

In the present technological scenario, many companies are getting attracted to Big data. But previously Big data used the Hadoop system and faced the problem of latency. To resolve this problem altogether a new architecture came into existence that can work for a large size of data that too at high velocity.  In this piece, …

data-testing-strategy

Big Data Testing – Understanding the complex world of Data Testing Strategy

With the advancement in technology, a massive amount of data is collected every second. Big data is a buzzword that is used by huge companies who have an enormous amount of data to handle. Companies find a hard time in managing a plethora of information collected. There are significant challenges faced by organisations in end-to-end …

Big-data-frameworks

Big Data Frameworks

Introduction The term ‘Big Data’ evokes images of large datasets – both structured and unstructured, having varied formats and sourced from various data sources. The volume of data alone does not define Big Data. There are 3V’s that are vital for classifying data as Big Data. These include Volume, Velocity and Veracity. When we speak …

Visualizing Big Data Using D3 and Angular

Leveraging D3 and Angular to Visualize Big Data

Visualizing big data signifies the visual representation of available information in the quantitative form like charts, graphs, and many more. Being able to visualize the data in its most authentic way is not only useful for the development platforms, but also the people. D3 and Angular framework have lots of fundamental processes through which you …

ML Health records

Machine Learning to revolutionize the Growing Electronic Health Records

Health has always been a prime element of the wellbeing. This has made Medicine an essential part of the society, every since time immemorial. Although it has come through a long journey in the past centuries, where it evolved from being traditional to bringing up modern practices. Health sciences have now come to that point …

AI-Based Security systems

Ethical Bias In AI-Based Security Systems: The Big Data Disconnect

It’s a question that has surfaced at the discussion tables of conferences and social chats everywhere-“Can machines turn on humans?”. It’s a question that often accompanies scenes and visuals from movies like the Terminator. But what we know and what we’ve seen from the use of AI in big data is that certain uncertainties and …

AI optimism

AI Optimism And The Race For Talent

The first mover argument is a well-known hypothesis in economic circles that stresses on the need for being the first to utilize a highly disruptive technology. Being the first user for any highly developed technology will be the determining factor that would separate the failed ventures from the successful ones. The glittering allure of AI …

Blockchain and AI Stronger Together

Blockchain and AI: Stronger Together

How and why do Blockchain and AI work together so well? Technology is emerging by several leaps and folds each day. With the aim to make lives better, there have been major developments in software technology over the last two decades. This has made technology an inevitable part of our modern lives, where the common …

Evaluation of Machine Learning Algorithms for Intrusion Detection Systems

Evaluation of Machine Learning Algorithms for Intrusion Detection System

The last decade has seen rapid advancements in machine learning techniques enabling automation and predictions in scales never imagined before. This further prompts researchers and engineers to conceive new applications for these beautiful techniques. It wasn’t long before machine learning techniques were used in reinforcing network security systems. The most common risk to a network’s …

Walking-the-tightrope-between-protecting-consumer-privacy-and-utilising-generated-data

Walking the tightrope : Balancing between Consumer Privacy & Utilizing Generated Data

Data Utilization vs Consumer Privacy Walking the tightrope has been challenging for many companies that are using legacy systems. They’re unable to handle consumer privacy issues and control the generated data the right way. They’re also looking towards other companies within the industry to analyze how they are working with data. Companies should be looking …

Data Lake & Hadoop_Cover Image

Data Lake & Hadoop : How can they power your Analytics?

How can a combination of Data Lake and Hadoop power Analytics? Powering analytics through a data lake and Hadoop is one of the most effective ways to increase ROI. It’s also an effective way to ensure that the analytics team has all the right information moving forward. There are many challenges that research teams have …

Cover_Design Thinking for AI

Design Thinking for AI : Sustainable AI Solution Design

It’s important to approach the subject area of AI from the philosophy of design thinking. This is, so that there are a structure and an approach that is chartered out in the complex world of AI. Since there is an extensive range of solutions that one can design for AI applications, developers need to remain …

Healthcare-Analytics_Roadmap-from-data-to-Insights-to-Intelligence

Healthcare Analytics Roadmap : Actionable Intelligence from Data

Healthcare Analytics : The talk of the town Healthcare analytics is a robust field that has many different factors at play. From insights to intelligence, the journey is long and arduous, but many companies are already mastering their approach. They’re creating greater value in the domain by affecting the way that data has an impact …

Data-collection-tool-in-healthcare

Powerful Data Collection Tools in Healthcare

Data collection through various tools has been one of the primary ways through which the healthcare industry gets new insights. With time, data collection has extended reach, through which it can deliver on key problem areas and create viable Healthcare IT solutions. This solutions-oriented methodology is the core reason behind the success of Healthcare players. …

pytorch

Pytorch : Everything you need to know in 10 mins

The latest release of Pytorch 1.0 by Facebook marks another major milestone for the open source Deep Learning platform. It is increasingly making it easier for developers to build Machine Learning capabilities into their applications while testing their code is real time. In this piece about Pytorch Tutorial, I talk about the new platform in …

AI-in-Cybersecurity-Pitting-Algorithms-vs-Algorithms

AI in Cybersecurity : Pitting Algorithms vs Algorithms

The Cure that is Artificial Intelligence  AI in cybersecurity has been revolutionizing the way we view defending against dark hat hackers and penetrators that have malicious intent. That’s why it’s essential to have a dedicated approach when it comes to  cybersecurity. From a technology standpoint, it’s necessary to have a holistic approach, when companies understand …

Leveraging-Jupyter-Notebooks_A-Complete-Guide

Leveraging Jupyter Notebooks: A Complete Guide

What is Jupyter Notebooks? It is an open-source web application that enables users to make and offer codes and reports. In a world where larger data is being produced at faster and more diverse rates, they are a great way for companies to process and document voluminous amounts of data, especially in projects that require …

Amazon Reinvent in 4 mins

Amazon Reinvent in 4 mins : Top 8 things you should know

The highlight of tech events this year was certainly AWS re:Invent. The conference was buzzing and so is the aftermath of it. There were strong reactions in the community about AWS strategy of commercializing over opensource software. In this piece, I will break down all the things you need to know about events that took …