data-science |

Conversational Analytics: the Next Generation of Data Analysis and Business Intelligence

We Built Dashboards for the Business. Then the Cloud Bill Built One for Us.

We Built Dashboards for the Business. Then the Cloud Bill Built One for Us.

How to build a Multi-Modal RAG system that finally understands images, tables, and text?

Mechanistic Interpretability: Opening the Black Box of AI

Building the 14 Key Pillars of Agentic AI

Final Project Report 2| Apache SeaTunnel Adds Metalake Support

Final Project Report 1: Schema Evolution Support on Apache SeaTunnel Flink Engine

Lessons Learned Building a Lagos Rent Predictor

Unplug Your AI: Junk Internet Data Is Rotting LLM Brains

Building a Self-Improving Agentic RAG System

Creating a Climate Prediction Model with Linear & Logistic Regression

3 Powerful Ways to Add Labelled Columns in Pandas Explained

Why We Migrated from Azkaban to DolphinScheduler

I Tried Everything to Fix RAG Hallucinations. Then I Found This.

Feature Stores 2.0: The Next Frontier of Scalable Data Engineering for AI

Building a Training Architecture for Self-Improving AI Agents

Important LLM Papers for the Week From 27/10 To 01/11

9 AI Libraries That Are Redefining Automation in 2025

Incremental Learning: Comparing Methods for Catastrophic Forgetting and Model Promotion

Empowering Flink CDC: Schema Evolution Support Lands in Apache SeaTunnel

PaddleOCR VL + RAG: Revolutionize Complex Data Extraction (Open-Source)

From Text to Hollywood: The Secret Tech of AI Video Models

Attention Is Just Kernel Smoothing: The 1956 Statistical Method Behind Transformers

My Grandmother Was a Data Analyst; She Just Didn’t Know It

Synchronizing Data from MySQL to PostgreSQL Using Apache SeaTunnel

Bringing vision-language intelligence to RAG with ColPali

Understanding Video Recommendation Algorithms: A Complete Guide

7 Micro-Libraries That Completely Replaced My Database ORM

Building an Agentic Deep-Thinking RAG Pipeline to Solve Complex Queries

Spark Memory Explained: Executor, Driver, and Overhead Memory Demystified (with Real Examples)

Lie to Win: When Competition Makes AI Deceptive

How I Made a Voice-Activated AI Assistant That Actually Controls My Smart Home

How Cracking Python’s Interpreter Internals Changed the Way I See Code

From Prompt to Prototype I Built an AI That Designs Full Apps Using Figma + Streamlit

Docling: The document alchemist

You’re Wasting Time If You’re Not Using These Python One-Liners Yet

Building Long-Term Memory in Agentic AI

Why Your RAG System Fails Complex Questions? (And How Structure Fixes Everything)

Why My Spotify Thinks I Love K-Pop: A Lesson in K-Means Clustering

5 Python Design Decisions That Separate Senior Devs From Coders

How Three ML Models Transform Product Analytics

How Three ML Models Transform Product Analytics

How to Tell If a Policy Actually Worked: A Step-by-Step Causal Inference Example in Python

From Data Drift to Compliance: Building Robust Machine Learning (ML) Lineage in ML Applications

Important LLM Papers for the Week From 22/09 To 28/09

Building a Multi-Layered Agentic Guardrail Pipeline to Reduce Hallucinations and Mitigate Risk

This Python Tool Cleans My Desktop Every Night And It’s Smarter Than Me

Comparing the Performance of LangChain-Based Systems in Python and Go

The Hidden Lessons I Learned From Writing My Own Python Package Manager

Integrating Data CI/CD Pipeline to Machine Learning (ML) Applications

5 Common Python Mistakes That Are Secretly Slowing Down Your Code

4 Best Python Linters and Formatters to Keep Your Code Clean