The Key to Efficiently Modeling Complex Relationships — What is a DAG? A DAG is a type of graph that represents complex relationships between elements in a system using nodes and directed edges. DAG stands for Directed Acyclic Graph Directed — Edges have direction Acyclic — No cycles Graph — Set of nodes connected by edges DAG Architecture The architecture of a DAG can…

In this article, we will compare the performance of the SAS Proc Freq procedure and Python libraries for analyzing categorical data. We will use the US Election 2020 Dataset and measure the time taken for various operations on the data using SAS and Python. This is the 2nd article for…

Bigquery is Google’s fully managed, serverless, highly scalable data warehouse that comes with a built-in petabyte scale query engine and has support for ANSI SQL and AutoML. But, how does Bigquery achieves this massive scale? 🤔 BigQuery’s serverless architecture decouples storage and computing and allows them to scale independently on…

This article will explore the SAS Proc Freq procedure and how we can achieve similar results using Python libraries. — Introduction to Proc Freq The frequency distribution of categorical variables is an essential part of descriptive statistics. SAS offers the freq procedure to easily achieve these stats. However, there are two reasons why one should know how to get frequency distribution in Python:

Originally introduced as Data Studio, Looker Studio was rebranded in 2022 to unify all business intelligence capabilities and position Looker at the forefront. It is an online tool designed to transform data into customizable, informative reports, and dashboards. Looker currently supports more than 800 data sources with a catalogue surpassing…

Jira Software by Atlassian has established itself as one of the premier tools for agile project management, enabling teams to Plan, Track, and Release their projects with precision. In this comprehensive guide, we will delve into the essential elements of Jira projects, uncover the diverse project templates it offers, and…

Rise of artificial intelligence (AI) has revolutionized the way we interact with technology. From personalized recommendations to autonomous vehicles, AI has permeated almost every aspect of our lives. As we embark on this transformative journey, prompt engineering emerges as a crucial discipline that empowers us to unleash the true potential…

Pandas is a widely used and powerful Python library that facilitates data manipulation and analysis. Whether you are a data scientist, analyst, or someone who works with data regularly, mastering Pandas can significantly improve your work efficiency. In this article, we will discuss 10 essential Pandas functions that you can…

The Mind-Blowing AI Breakthroughs Being Developed by OpenAI — OpenAI is a world-renowned research organization that’s making groundbreaking advancements in the field of artificial intelligence. They’re constantly pushing the boundaries of what’s possible, and their work is shaping the future of technology in countless ways. From developing cutting-edge language models like ChatGPT to creating robots that can perform complex…