Data Warehousing: Managing Multi-Column Relationships using Junk Dimensions
Junk Dimensions contains a combination of low-cardinality attributes that may or may not belong to any other dimension. It can act as a definition table for the combination of different values and can be added to our reporting layer for better performance in defining the dimension attributes and it can also play an important role […]
Learn How Jenkins Powers Continuous Integration
Jenkins is a self-contained, open-source automation server which can be used to automate all sorts of tasks related to building, testing, and delivering or deploying software. It’s a tool that’s used by developers and DevOps teams alike to implement continues integration, continuous delivery, and continuous deployment methodologies. The best part about Jenkins is that it’s […]
What is Version Control System and How it Works
A Version Control System (VCS) is a specialized tool that monitors changes made to files or a set of files over time. Its purpose extends to expediting product delivery, improving traceability for all alterations, and fostering global collaboration within a team. VCS, alternatively known as Software Configuration Management (SCM) or Source Code Management (SCM) Systems, […]
Optimizing LLM APIs for Scalability and Performance: A Deep Dive
Introduction Embarking on the journey of developing an application involving Large Language Models (LLM) inference is an exciting endeavor. However, the path from a prototype to a scalable, high-performance API is often riddled with challenges. In this article, I will tell you the story of the evolution of an LLM API, uncovering the pitfalls and […]
A Beginner’s Guide to Getting Started with Elasticsearch
What exactly is the “Elastic Stack”? It’s a fast and highly scalable set of components — Elasticsearch, Kibana, Beats, Logstash, and others — that together enable you to securely take data from any source, in any format, and then search, analyze, and visualize it. Are you looking to enhance your data querying and analysis capabilities? […]
Mastering Data Warehousing: Best Practices for Success
In today’s data-driven world, businesses rely heavily on accurate, timely, and secure data to make informed decisions. Data warehousing plays a pivotal role in this process, enabling organizations to centralize their data for analysis and reporting. However, the successful implementation of a data warehouse requires careful planning, efficient design, and adherence to best practices. In […]
Refining Gaming Experiences through Data Analytics
So, you finally bought that new gaming console you have been eyeing. After setting up the system and downloading a few highly rated titles, you eagerly dive in, ready to escape into fantastic virtual worlds. But a few hours in, something feels off. The game just is not clicking. The characters and story do not […]
Optimizing Apache Spark Performance for Large-Scale Data Processing
Introduction A strong and adaptable open-source framework for big data processing is Apache Spark. It is frequently employed to effectively evaluate and handle huge datasets. However, Apache Spark must have its performance optimized to be used to its full potential. This article introduces some fundamental ideas and methods for improving Spark’s performance in large-scale data […]
The Transformative Power of Data Modelling in Business
Introduction For data engineers, data modeling is one of the crucial steps that should always be followed when planning to move for analysis or machine learning purposes. Data modeling is often described as a structured representation of the data of any organization. This often a visual representation often taking the form of an ER diagram(s). […]
Introduction To Neural Networks
In this blog, we will be talking about neural networks (NNs) or Artificial Neural Networks (ANNs). ANNs imitates the human brain’s behavior to solve complex data problems, just like how the neurons work in the human brain. These technologies solve problems in Image Recognition (Computer Vision), Speech Recognition, Pattern recognition, and Natural Language Processing (NLP), […]