In today’s data-driven world, seamless orchestration of data pipelines across hybrid environments is crucial for businesses. Control-M, a powerful workflow orchestration and monitoring tool from BMC Software, emerges as a game-changer in this domain. With its comprehensive architecture and scheduling capabilities, Control-M streamlines complex data workflows, ensuring efficient data processing and delivery. This blog delves […]
A business’s ability to leverage digital technology and innovate in a rapidly changing business environment is crucial for success. Digitally mature companies are growing at a rapid pace. Leveraging cutting-edge digital technologies, they are able to transform business models and operational processes. Legacy companies have the fear to lose out against these mature players if […]
The digital data is growing at an astounding rate, outpacing our ability to analyze it. With the proliferation of smartphones, network connectivity, smart devices, and IoT, the variety and volume of both structured and unstructured data have grown manifold, turning big data into bigger and bigger data. A study by IDC echoes that “By 2020, […]
Video is the future of content marketing and reaches a large mass of customers within no time. Digital media environment is evolving rapidly and the increasing usage of smartphones and tablets has changed the overall consumption habits of audiences across the globe. Not just the social networking sites are swamped with videos; even the surveillance […]
Offline, in-store, mobile, website and many more; there are multiple touchpoints for customers to interact with a brand. Customers expect a positive experience across these channels. Brands are striving hard to provide a superior multi-channel customer experience. However, analyzing customer’s mindset and improving experience requires data and strong analytics capabilities. Analytics or predictive algorithms help […]
You would have come across the terms “Machine learning” (or Data mining), or cognitive intelligence, “big data” or “data science” and wondered what they actually are. You might have used some tool or package in your job for data analytics, data modeling etc. but you don’t really know the underlying principles for it. Machine learning […]
Hashing is one of the main concepts that we are introduced to as we start off as a basic programmer. Be it ‘data structures’ or simple ‘object’ notion – hashing has a role to play everywhere. But when it comes to Big Data – like every thing else, the hashing mechanism is also exposed to […]
In this post, I will present a technical “deep-dive” into Spark internals, including RDD and Shared Variables. If you want to know more about Spark and Spark setup in a single node, please refer previous post of Spark series, including Spark 1O1 and Spark 1O2. Resilient Distributed Datasets (RDD) – An RDD in is primary abstraction […]
Big Data in itself brings many challenges; as is the case with anything related to data. Predictive Analysis is one part which takes up much effort and attention as well. One of the foremost challenge which one comes across is how to get started with the “subject”. I would first like to highlight the basic […]
