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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

Design Thinking and AI : “Un”Complexing Automation.  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 …

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

Understanding the tools to collect Healthcare Data 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 …

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 …

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 …

Kafka Streams-Guide to Apache Kafkas Core

Kafka Streams: Guide to Apache Kafka’s Core

Kafka Streams is a customer library for preparing and investigating data put away in Kafka. It expands upon important stream handling ideas, for example, appropriately recognizing occasion time and developing time, windowing backing, and necessary yet useful administration and constant questioning of utilization states. What is Kafka Streams? Kafka Streams gives purported state stores, which …

Scaling Up With Micro Services And Containers

Scaling Up With Micro Services And Containers

You want to scale up your organization, deploy software quickly, and ensure speedy deliveries but aren’t sure what to do with microservices and containers. If you’re tired of writing code from scratch and want to break down custom software development into independent granular components that are scalable in nature, then microservices and containers are for …

Cloud Analytics in Healthcare

Cloud Analytics in Healthcare : How can it provide real world intelligence?

Cloud analytics refers to a service which helps to analyze the vivid evolution of cloud business models and demonstrates strategies and techniques for cloud services. It helps to track the value generation of ‘IaaS’ and ‘SaaS’ cloud service and how cloud providers are contributing to the channels. “It is an amalgamation of technological, infrastructural, analytical …

Patterns, Challenges, and Benefits of Building Event – Driven Serverless Architecture Using AWS Lambda

Patterns, Challenges, and Benefits of Building Event – Driven Serverless Architecture Using AWS Lambda

If we think about computing in the Cloud Computing age, our mind is quickly drawn towards containers and virtual machines. For instance, during the development of a production environment with both approaches, we think about the need for upgrading the container and patching the OS. Amazon Web Services (AWS), at the end of the year …

Choosing Right Machine Learning Model Combinations For Business Problem At Hand

Choosing Right Machine Learning Model Combinations For Business Problem At Hand

Introduction The machine learning systems have been around since the 50s, but there are three major factors at play. They are improved algorithms, more powerful computer hardware, and enormous increase of data. This is the reason why machine learning has gained a lot of significance than it had in the 50s. So, what is machine …

Machine Learning on iOS and Android

Machine Learning on iOS and Android

With the growing popularity of machine learning, artificial neural networks and other forms of artificial intelligence, the urge for ML and AI processing in mobile devices is quite fair. In WWDC 2017 Apple announced CoreML framework which excited many developers and outsource software development businesses for using it to build ML applications.But before that also …