The Apriori algorithm revolutionized market basket analysis and association rule mining when it was introduced in 1994. This groundbreaking algorithm helps discover relationships between different
Author: Chandan
K-Means Clustering: Complete Guide to One of Data Mining’s Most Essential Algorithms
The K-Means clustering algorithm stands as one of the most fundamental and widely-used unsupervised learning algorithms in data mining. Despite its simplicity, K-Means has powered
Azure Serverless Architecture: Building Modern Solutions with Functions, Logic Apps, and Event Grid (2025 Guide)
In 2025, serverless architecture has become a cornerstone of modern cloud solutions. Azure’s serverless offerings—Functions, Logic Apps, and Event Grid—provide a powerful combination for building
Azure Container Apps vs. AKS: Choosing the Right Container Platform in 2025
As containerization continues to dominate cloud-native development, Microsoft Azure offers two robust platforms for container deployment: Azure Container Apps (ACA) and Azure Kubernetes Service (AKS).
Types of AI Applications You Can Create to Skill Up Your Profile
Building practical AI projects not only deepens your technical knowledge but also showcases your expertise to recruiters and clients. Below, we dive deeper into six
Clean Code: Writing Software That Humans Can Read
Learn the principles of clean code and how to write software that’s not just functional, but readable, maintainable, and understandable. Discover practical tips, real-world examples, and the business case for investing in code quality.
Setting Up Apache Kafka in KRaft Mode on WSL: A Step-by-Step Guide
Apache Kafka 3.x introduced KRaft (Kafka Raft) mode, which eliminates the dependency on ZooKeeper for metadata management. This guide will walk you through setting up
Build Your First LangChain Application – Part 7: Advanced Features – Memory, Agents, and Tools
Implement advanced LangChain features including persistent memory, intelligent agents, and custom tools. Learn to build multi-agent systems for complex AI workflows.
Build Your First LangChain Application – Part 6: Creating Retrieval-Augmented Generation (RAG) Chains
Implement Retrieval-Augmented Generation (RAG) to create an AI system that answers questions based on your specific documents. Learn multi-query RAG and conversational capabilities.
Build Your First LangChain Application – Part 5: Building Vector Stores and Semantic Search
Learn how to build vector stores using FAISS and implement semantic search with Azure OpenAI embeddings. Enable powerful document search based on meaning, not just keywords.
