When planning to set up a cluster, you should first decide how many nodes you want to create. The first should be the control plane and the worker nodes. We will create one control plane and two worker nodes. By the way, the control plane includes th...
First Movement: Tackling "Almost-Duplicate" Records in Our Database Understanding Our Mission At Datachef, we are on a mission to build our own interconnected knowledge base on Notion, where we organize records of our Hiring Pipeline linked to our ...
Congrats for completing regression and classification. I’m so proud of you. In this blog we will learn clustering. Clustering is similar to classification but the basis is different. In clustering we don’t know what we are looking for but we are tryi...
Prerequisite: One master (Control Plane) Node Two or more servers for worker Node 2 GB or more of RAM per machine 2 CPUs or more for control plane machines Full network connectivity between all machines in the cluster Unique hostname, MAC addre...
Machine learning, a subfield of artificial intelligence, empowers computers to learn from data and make decisions without being explicitly programmed. It is typically categorized into two main types: supervised learning and unsupervised learning. Sup...
Imagine you're standing in front of a massive, chaotic pile of colorful marbles. Your task? Organize them into distinct groups based on their similarities. Sounds daunting, right? Now, picture an intelligent algorithm that can do this for you, not ju...
Part - III Clustering is a fundamental unsupervised learning technique used to group similar data points into clusters without predefined labels. It helps in discovering hidden patterns or structures within datasets, which is useful in various applic...
Ever felt lost in a sea of information, struggling to extract meaningful insights from lengthy documents? You're not alone. In today's fast-paced world, wading through pages of text to find critical data can be a daunting and time-consuming task. Thi...
Introduction Overview of the project Objectives and goals Project Setup Prerequisites Installation instructions Environment setup Data Collection Data sources Data acquisition methods Data storage Data Preprocessing Data cleaning D...
INTRODUCTION Overview of Customer Segmentation in Retail Customer segmentation in retail is a strategic approach businesses use to divide their customer base into distinct groups based on specific characteristics, behaviors, and needs. Customer segme...
