Month: August 2023

What exactly is Data Profiling: It’s Examples & Types

Introduction The presence of large volumes of data within organisations requires effective sorting and analysing ensuring that decision-making is highly credible. Almost all organisations nowadays make informed decisions by leveraging data and analysing the market effectively. This helps them drive business growth and earn higher profitability.  However, analysis of data may involve partiality or incorrect…

How to Tabulate Data in Python

Introduction  Python is the most popularly used programming language by Data Scientists that help them in conducting different operations and tasks from simple scripting to complex web application development and data analysis. It’s simplicity, readability and vast range of applications makes it a versatile language.  Python’s syntax is easy to understand and makes it an…

Types of Statistical Models in R for Data Scientists

Data Scientists are highly in demand across different industries for making use of the large volumes of data for analysisng and interpretation and enabling effective decision making. One of the most effective programming languages used by Data Scientists is R, that helps them to conduct data analysis and make future predictions.  Statistical modeling in R…

How to Create a Heatmap in Power BI?

Power BI Heatmap: Heatmap in Power BI refers to the type of custom visualisation that businesses analysts utilise for showcasing the relationship between two variables on a map in different colour patches. It helps the user in visualising the patterns which are hidden and observe the changes across each axis. In a Power BI Heatmap,…

Information Retrieval in NLP | Comprehensive Guide

Summary: The Information Retrieval system enables you to quickly find relevant information about. It goes beyond simple keyword matching by understanding the context of your query and ranking documents based on their relevance to your information needs.  Data is the new gold. It is fueling the decision-making process in the organisation. The ability to quickly…

Edge Computing vs. Cloud Computing: Pros, Cons, and Future Trends

World is undergoing a massive digital transformation. Technology is playing a pivotal role in this. The eminent name that most of the tech geeks often discuss is Cloud Computing. However, here we also need to mention Edge Computing. These innovative approaches have revolutionised the process we manage data.  Although, both these terms are often used…

Top Applications of Big Data across industries

What is Big Data?  Gartner defines- “ Big Data are high volume, high velocity or high-variety information assets that require new forms of processing to enable enhanced decision-making, insight discovery and process optimisation.” Let’s go through an in-depth understanding of this definition followed by Big Data Applications in different industries.  Big Data mainly refers to…

The Transformative Role of Data Science in Stock Market Analysis

In today’s fast-paced financial landscape, where every second counts, making informed decisions in the stock market is crucial. Investors and traders are constantly seeking ways to gain an edge, and this is where the role of Data Science in stock market analysis comes in. Data Science, with its powerful tools and techniques, has revolutionized the…

Introduction to Feature Scaling in Machine Learning

In the ever-evolving landscape of Machine Learning, scaling plays a pivotal role in refining the performance and robustness of models. Among the multitude of techniques available to enhance the efficacy of Machine Learning algorithms, feature scaling stands out as a fundamental process. In this comprehensive article, we delve into the depths of feature scaling in…

Is Python a Scripting Language? A Technical Analysis

In the realm of computer programming, the distinction between scripting languages and programming languages has long been a topic of debate and exploration. Both serve as essential tools for developers, yet they cater to different aspects of the software development process.  In this blog, we delve into the characteristics that define scripting languages, explore whether…