📌 Minimum Viable MLE

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-31 | ⏱️ Read time: 8 min read

Building a minimal production-ready sentiment analysis model

📌 Building a PubMed Dataset

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-10-31 | ⏱️ Read time: 6 min read

Step-by-Step Instructions for Constructing a Dataset of PubMed-Listed Publications on Cardiovascular Disease Research

📌 Beyond Skills: Unlocking the Full Potential of Data Scientists

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-30 | ⏱️ Read time: 21 min read

Unlock the hidden value of data scientists by empowering them beyond technical tasks to drive…

📌 How to Connect an MCP Server for an AI-Powered, Supply-Chain Network Optimization Agent

🗂 Category: AGENTIC AI

🕒 Date: 2025-09-22 | ⏱️ Read time: 22 min read

From prompt to strategic decision-making: MCP-powered agents for cost-efficient, reliable and sustainable supply chain network…

📌 5 Techniques to Prevent Hallucinations in Your RAG Question Answering

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-09-23 | ⏱️ Read time: 7 min read

Learn how to reduce the number of hallucinations, and the impact they have

📌 Running Large Language Models Privately

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-10-30 | ⏱️ Read time: 18 min read

A comparison of frameworks, models, and costs

📌 Demystifying Azure Storage Account network access

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-10-30 | ⏱️ Read time: 8 min read

Service Endpoints and Private Endpoints Hands-On: Including Azure Backbone, Storage Account Firewall, DNS, VNET and…

📌 Computer Use and AI Agents: A New Paradigm for Screen Interaction

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-30 | ⏱️ Read time: 8 min read

Exploring the future of multimodal AI Agents and the Impact of Screen Interaction

📌 How to Make Proximity Maps with Python

🗂 Category: DATA VISUALIZATION

🕒 Date: 2024-10-30 | ⏱️ Read time: 12 min read

Geopy’s great circle method

📌 ARIMA: A Model to Predict Time Series Data

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-10-30 | ⏱️ Read time: 17 min read

Learn how ARIMA models work and how to implement them in Python for accurate predictions

📌 Ensemble Learning for Anomaly Detection

🗂 Category:

🕒 Date: 2024-10-30 | ⏱️ Read time: 7 min read

A dive into the isolation forest model to detect anomalies in time-series data.

📌 Data Leakage in Preprocessing, Explained: A Visual Guide with Code Examples

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-30 | ⏱️ Read time: 17 min read

10 sneaky ways your preprocessing pipeline leaks

📌 The Ultimate Guide to RAGs – Each Component Dissected

🗂 Category: NATURAL LANGUAGE PROCESSING

🕒 Date: 2024-10-29 | ⏱️ Read time: 14 min read

A visual tour of what it takes to build CHAD-level LLM pipelines

📌 Predictive Power Score: Calculation, Pros, Cons, and JavaScript Code

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-29 | ⏱️ Read time: 8 min read

A project to learn about correlation in general, and to test neural networks in web…

📌 Explore Solvable and Unsolvable Equations with Python

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-29 | ⏱️ Read time: 18 min read

Find Closed-Form Solutions When Possible – Use Numerical Methods When Necessary

📌 Continual Learning: The Three Common Scenarios

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-29 | ⏱️ Read time: 6 min read

Plus paper recommendations

📌 A Gentle Introduction to the DCIN for Decentralized Inference

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-29 | ⏱️ Read time: 32 min read

How a Decentralized Collaborative Intelligence Network works

📌 Three Crucial Data Lessons That I Learned from a Data Conference That’s Not Related to AI

🗂 Category:

🕒 Date: 2024-10-29 | ⏱️ Read time: 9 min read

Underrated concepts that help foster analytics excellence in organizations

📌 Building Your Own AI Group Chat: A Journey into Custom Universes and Characters

🗂 Category:

🕒 Date: 2024-10-29 | ⏱️ Read time: 10 min read

How I created an immersive AI group chat using Ollama, FastAPI, open-source LLMs, and React

📌 No, You Don’t Need a New Microservices Architecture

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-10-29 | ⏱️ Read time: 7 min read

Because you almost certainly already have one without explicitly realizing it

📌 How to Create Opportunities and Succeed in Data Science Job Applications

🗂 Category: CAREER ADVICE

🕒 Date: 2024-10-29 | ⏱️ Read time: 9 min read

Hard-won lessons from my successes and failures that will help you in your journey