Process mining projects frequently center on the selection and implementation of the appropriate process mining tools. Choosing the right tool is undeniably a critical factor […]
The Impact of Automation on Data Science and Machine Learning
Data science and machine learning have seen rapid growth over the past few years. One of the most striking trends is the explosive increase in […]
Understanding Machine Learning: Classification and Regression Explained
Machine learning is a field of artificial intelligence that enables computers to learn from data and improve their performance on specific tasks without being explicitly […]
Advanced OLAP Cube for Real-Time Sales Dashboarding
Online Analytical Processing (OLAP) cubes represent a foundational concept in the field of business intelligence and data analytics. Their development was motivated by the increasing […]
CRISP-DM in Data Science: A Step-by-Step Technical Breakdown
Data mining is an analytical process that aims to explore large datasets to identify meaningful patterns, trends, and relationships. It differs from traditional analysis methods […]
Control Power BI Visual Visibility Based on Conditions
Power BI offers robust tools for data exploration and visualization, yet it lacks a direct built-in function that allows users to dynamically show or hide […]
Standardized Data Mining Workflow: An Overview of CRISP-DM
Introduced in 1996, the cross-industry standard process for data mining, commonly referred to as CRISP-DM, quickly became the most widely accepted framework for managing data […]
Optimizing Processes Through Data: Analytics for Audit and Improvement
Process Analytics is a modern approach to understanding and improving business operations through data analysis. It has its origins in the field of digital forensics, […]
A Guide to Choosing the Right Pre-Trained Model for CNNs
Transfer Learning is a concept that has become increasingly central to modern machine learning, especially with the development and widespread use of deep learning techniques. […]
Introduction to TensorFlow: What It Is and What You’ll Learn
Sooner or later, anyone working in the fields of data science, artificial intelligence, or machine learning will come across TensorFlow. It has become one of […]
Understanding the Fundamentals of Data Science
Data science is a term that has gained widespread attention in recent years, yet its roots go back several decades. While the phrase has existed […]
Understanding Apache Spark: A Beginner’s Guide
In the early stages of digital transformation, businesses and institutions relied heavily on structured data stored in relational databases. These systems were designed to manage […]
Choosing Between Cloud and Hybrid Cloud: Advantages & Disadvantages
As businesses evolve in a data-driven world, their reliance on scalable and efficient digital infrastructure has never been more critical. Big data and artificial intelligence […]
Getting Started with Fluxicon Disco: Introduction to Process Mining
Process mining emerged from the increasing availability of digital records in business information systems. Every operational step in enterprise systems—from sales transactions to support ticket […]
How to Scrape Websites Using R: A Beginner’s Guide
R is a language and environment specifically developed for statistical computing and graphical analysis. It is widely used by statisticians, data scientists, and developers who […]