📌 Statistical Learnability of Strategic Linear Classifiers: A Proof Walkthrough

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-01-08 | ⏱️ Read time: 19 min read

With the help of an intricate geometric construction, we can prove that instance-wise cost functions…

📌 Learning ML or Learning About Learning ML?

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-03 | ⏱️ Read time: 4 min read

Pragmatism versus (over-)planning

📌 A Visual Guide to Tuning Gradient Boosted Trees

🗂 Category: DATA SCIENCE

🕒 Date: 2025-09-15 | ⏱️ Read time: 10 min read

Introduction My previous posts looked at the bog-standard decision tree and the wonder of a…

📌 Implementing the Coffee Machine Project in Python Using Object Oriented Programming

🗂 Category: PROGRAMMING

🕒 Date: 2025-09-15 | ⏱️ Read time: 9 min read

Understanding classes, objects, attributes, and methods

📌 You Only Need 3 Things to Turn AI Experiments into AI Advantage

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-09-15 | ⏱️ Read time: 7 min read

Trapped in a purgatory of POCs enterprises need to focus and build just 3 pillars…

📌 Learn How to Use Transformers with HuggingFace and SpaCy

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-09-15 | ⏱️ Read time: 7 min read

Mastering NLP with spaCy: Part 4

📌 How to Become a Machine Learning Engineer (Step-by-Step)

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-09-15 | ⏱️ Read time: 12 min read

Your one-stop guide to becoming a machine learning engineer

📌 Sensor Fusion – KITTI – ‘Lidar-based Obstacle Detection’ – Part-1

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-12-25 | ⏱️ Read time: 24 min read

Sensor fusion, multi-modal perception, autonomous vehicles – if these keywords pique your interest, this Medium…

📌 Three Important Pandas Functions You Need to Know

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-25 | ⏱️ Read time: 6 min read

Master these techniques to stand out as a Python developer

📌 Building a Custom AI Jira Agent

🗂 Category:

🕒 Date: 2024-12-25 | ⏱️ Read time: 23 min read

How I used Google Mesop, Django, LangChain Agents, CO-STAR & Chain-of-Thought prompting combined with the…

📌 2024 Survival Guide for Machine Learning Engineer Interviews

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-12-24 | ⏱️ Read time: 17 min read

A year-end summary for junior-level MLE interview preparation

📌 I’m Doing the Advent of Code 2024 in Python – Day 4

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-24 | ⏱️ Read time: 6 min read

Let’s see how many stars we’ll collect.

📌 Design Patterns with Python for Machine Learning Engineers: Template Method

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-12-24 | ⏱️ Read time: 4 min read

Learn how to use the Template design pattern to enhance your code

📌 I’ve Done 80+ Data Science Interviews – Here’s What Works

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-24 | ⏱️ Read time: 7 min read

3 years of data science interview experience

📌 How Bias and Variance Affect Your Model

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-24 | ⏱️ Read time: 7 min read

Learn the concepts and the practice. How a model behaves in each case.

📌 Classifier-free guidance for LLMs performance enhancing

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-12-23 | ⏱️ Read time: 14 min read

Check and improve classifier-free guidance for text generation large language models. While participating in NeurIPS…

📌 How to Tackle an Optimization Problem with Constraint Programming

🗂 Category:

🕒 Date: 2024-12-23 | ⏱️ Read time: 7 min read

Case study: the travelling salesman problem

📌 How to Clean Your Data for Your Real-Life Data Science Projects

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-23 | ⏱️ Read time: 7 min read

How I treat missing values-with a quick Python Guide

📌 Advanced Prompt Engineering: Chain of Thought (CoT)

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-12-23 | ⏱️ Read time: 26 min read

Comparing different techniques for reasoning

📌 The Multi-Armed Bandit Problem-A Beginner-Friendly Guide

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-23 | ⏱️ Read time: 6 min read

Understanding the exploitation-exploration trade-off with an example

📌 Creating a WhatsApp AI Agent with GPT-4o

🗂 Category:

🕒 Date: 2024-12-22 | ⏱️ Read time: 23 min read

How to use the Meta API to build your own LLM-powered Whatsapp chatbot