Trying to find the best algorithm suitable for the machine learning project is trial and error. Of course, hit and trial always work but understanding the process can save us time. Understanding the types of machine learning and its algorithms will help choose an optimized algorithm. Supervised machine learning The machine
A data architecture, in simple terms, is a framework for the IT infrastructure to be able to support the data strategy. It refers to the models, rules through which the data is collected, arranged, stored, transported, and utilized in an organization. Data capabilities include metadata management, master/reference data management, data
Case: A wireless telecommunications company needed to leverage its vast volume of data more effectively for near real-time customer analytics. Challenge:Â The company was gathering sizeable volumes of data but was struggling to generate unique market insights. It faced a challenge with data latency, with an imposed reporting lag time of
Come 2022, and we know that COVID-19 will continue impacting how we work. This also means that we would continue witnessing growth in digitalization and technological advancement, as we saw in the last two years, maybe even more. From automation to data science, augmented reality to metaverse, companies are talking
Undoubtedly, the past few years have witnessed developments around human-mimicking technologies like machine learning. Gone are the days when businesses relied on door-to-door surveys to understand their market. Gone are the days when paper and television/radio advertising were the only means through which customers would know of a new product
Apache Kafka has become one of the sought-after applications when one talks about real-time streaming. According to Jay Kreps, CEO of Confluence, it is one of the most popular open-source projects in the world. So what is it, and how is it suited in the current real-time-based Event-Driven Architectures on
It's all about connecting people! Nope, I am not talking about the tagline of Nokia. Instead, I am talking about the latest way of virtual connection - the metaverse connection. In the aftermath of COVID-19, metaverse has become the most trending buzzword these days.But what is metaverse? Imagine attending a
About Apache Kafka & Apache Airflow Kafka is a popular messaging platform based on pub-sub mechanism. It is a highly available, fault tolerant & distributed system. Most organisations are using Kafka in different use-cases, but the best part of Kafka is it’s service oriented architecture, it makes it language agnostic,
Company: Alight Solutions is a leading technology-enabled health, wealth, and human capital management solutions company in the US. The company is providing its services in over 100 countries across five continents and serves over 4,300 clients. Alight has recently taken initiatives to align its internal organization with the next-generation digital
Machine learning involves teaching computers to recognize patterns in the same manner a human brain does. For example, it is effortless for us to differentiate between an apple and an orange or a cat and a dog. However, imagine if one has to teach a machine to do this. There
The world around us is turning smart. We have smart watches, smart homes, smart buildings, smart cities, and even intelligent toasters. We have heaps of sensors and actuators throughout our homes rolling out to improve our experiences of living in the house. Where are we heading with this? We are
