Techniques to handle imbalanced data in machine learning

Understanding Imbalanced Data The classical data imbalance problem is recognized as one of the major problems in the field of data mining and machine learning as most machine learning algorithms assume that data is equally distributed. In the case of imbalanced data, majority classes dominate over minority classes, causing the machine learning classifiers to be … Continue reading Techniques to handle imbalanced data in machine learning

React16 blessings in disguise for React developers

Just like how people are excited about updating their mobile apps and OS, developers should also be excited to update their frameworks. The new version of the different frameworks come with new features and tricks out of the box. Below are some of the good features you should consider when migrating your existing app to … Continue reading React16 blessings in disguise for React developers

Platform as a Service – PaaS

PaaS: Platform as a Service Cloud platform services, or Platform as a Service (PaaS), are used for applications, and other development, while providing cloud components to software. What developers gain with PaaS is a framework they can build upon to develop or customize applications. PaaS makes the development, testing, and deployment of applications quick, simple, … Continue reading Platform as a Service – PaaS

Infrastructure as a Service – IaaS

IaaS: Infrastructure as a Service Cloud infrastructure services, known as Infrastructure as a Service (IaaS), are self-service models for accessing, monitoring, and managing remote datacenter infrastructures, such as compute (virtualized or bare metal), storage, networking, and networking services (e.g. firewalls). Instead of having to purchase hardware outright, users can purchase IaaS based on consumption, similar … Continue reading Infrastructure as a Service – IaaS

Increase productivity and efficiency through Cloud

Cloud computing is becoming a bona fide business strategy for all kinds of small and large scale businesses. This phase of business strategy can be a tough way for setting a concept, defining the big picture and measuring success. It is a very cost-effective option for enterprises across the world, as the workforce productivity is … Continue reading Increase productivity and efficiency through Cloud

Cloud technology to leverage your services/product offerings

Cloud computing has been around for approximately two decades and despite the data pointing to the business efficiencies, cost benefits and competitive advantages it holds over the old way of business, a large portion of the business community continues to operate the old way.; According to a study by the International Data Group, 69 percent … Continue reading Cloud technology to leverage your services/product offerings

Easiest ways to reduce your IT infrastructure cost and improve efficiency

For today’s enterprise, costs associated with maintaining IT infrastructure can be a serious concern. Whether it’s outside business concerns that are squeezing the company’s IT budget to its limits or whether it’s simply a desire to move to the most advanced technologies while guaranteeing cost effectiveness, enterprise IT leaders are looking for the smartest way … Continue reading Easiest ways to reduce your IT infrastructure cost and improve efficiency

Ola partners with Azure instead of AWS for its cloud services

Microsoft is looking at partnerships with India’s large new-age technology companies as a way to grow its cloud biz Ride-hailing service Ola and US technology giant Microsoft are understood to be taking their partnership to the next level with the Indian company migrating its entire technology stack from Amazon Web Services (AWS) to Microsoft’s Azure … Continue reading Ola partners with Azure instead of AWS for its cloud services