Sometime I wonder why Financial rations are so important. The simple answer is human mind needs number for rational decision. Financial ratios are mathematical calculations that provide insights into a company’s performance and financial health. …

An instance is a virtual computer that is available on the cloud. The instance type determines computing power, memory capacity, storage capabilities, and networking performance of a virtual machine (VM) or instance. Think of an instance type as a predefined template for creating a virtual server in the cloud. Each…

A region is a fundamental building block of its infrastructure. It represents a distinct geographical area where AWS has established multiple availability zones (AZs). Each region operates independently, providing isolation from other regions to ensure data compliance, fault tolerance, and disaster recovery capabilities. Region: AWS Regions are distinct geographic areas…

“Ever wondered how companies like IBM structure their finances within detailed balance sheets? Our newest guide simplifies the process of extracting such data, turning you from an observer to a skilled finance explorer. It’s not just about digging through numbers but grasping the core of a company’s financial health. Whether…

Before you leap into the stock market arena, arm yourself with the power of data. Let Yahoo Finance be your guiding star. Every stock market data point provides a snapshot of a stock’s performance on a particular day. These are the most commonly encountered terminologies: Open: The price at which…

In the vast universe of financial markets, historical data holds the key to understanding patterns, making predictions, and crafting solid strategies. Algorithmic trading, the process of using algorithms to make trade orders, heavily relies on data. But why is historical data, in particular, so crucial for algo trading? …

Have you ever been intrigued by the rhythmic ticking of stock market numbers? Or have you, like many others, held onto a stock, hoping it will rise, only to see your savings dwindle? Welcome to the nuanced world of trading, where emotions often rule decisions. But what if there was…

There are three types of analytics descriptive, predictive and prescriptive. While descriptive and predictive is in saturation phase. Organization are looking forward for predictive analytics Analytics is providing extra edge to the companies. Companies are looking more and more towards the different analytics as a strategic investment. Analytics can be…

Data science is very growing field and a lot of new people are interested in this field. However, there are some common mistake which any amateur data scientist can make. Jumping to the Solution:- In real world the data science is 20% about the solution and 80% about the data…