📌 The Ultimate AI/ML Roadmap For Beginners

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-03-25 | ⏱️ Read time: 10 min read

How to learn AI/ML from scratch

📌 Attractors in Neural Network Circuits: Beauty and Chaos

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-03-25 | ⏱️ Read time: 12 min read

Neural networks under a different lens: generating basins of attraction in a shift register NN

📌 Data-Driven March Madness Predictions

🗂 Category: DATA SCIENCE

🕒 Date: 2025-03-25 | ⏱️ Read time: 11 min read

How to optimize your bracket systematically, no college basketball knowledge required

📌 Testing the Power of Multimodal AI Systems in Reading and Interpreting Photographs, Maps, Charts and More

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-03-25 | ⏱️ Read time: 30 min read

Can multimodal AI systems consisting in LLMs with vision capabilities understand figures and extract information…

📌 A Clear Intro to MCP (Model Context Protocol) with Code Examples

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-03-25 | ⏱️ Read time: 16 min read

MCP is a way to democratize access to tools for AI Agents. In this article…

📌 Supercharge Your RAG with Multi-Agent Self-RAG

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-02-05 | ⏱️ Read time: 15 min read

Introduction Many of us might have tried to build a RAG application and noticed it…

📌 From Resume to Cover Letter Using AI and LLM, with Python and Streamlit

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-02-05 | ⏱️ Read time: 16 min read

DISCLAIMER: The idea of doing Cover Letter or even Resume with AI does not obviously…

📌 ML Feature Management: A Practical Evolution Guide

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-02-04 | ⏱️ Read time: 5 min read

In the world of machine learning, we obsess over model architectures, training pipelines, and hyper-parameter…

📌 Towards Data Science is Launching as an Independent Publication

🗂 Category:

🕒 Date: 2025-02-03 | ⏱️ Read time: 7 min read

Since founding Towards Data Science in 2016, we’ve built the largest publication on Medium with…

📌 Show and Tell

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-02-03 | ⏱️ Read time: 18 min read

Implementing one of the earliest neural image caption generator models with PyTorch.

📌 Neural Networks – Intuitively and Exhaustively Explained

🗂 Category: DATA SCIENCE

🕒 Date: 2025-02-03 | ⏱️ Read time: 28 min read

An in-depth exploration of the most fundamental architecture in modern AI.

📌 How to Get Promoted as a Data Scientist

🗂 Category: DATA SCIENCE

🕒 Date: 2025-02-03 | ⏱️ Read time: 7 min read

Advice from a Lead Data Scientist with 2 promotions in under 2 years

📌 How to Find Seasonality Patterns in Time Series

🗂 Category: DATA SCIENCE

🕒 Date: 2025-02-03 | ⏱️ Read time: 7 min read

Using Fourier Transform to detect seasonal components

📌 Deep Dive into WebSockets and Their Role in Client-Server Communication

🗂 Category:

🕒 Date: 2025-02-03 | ⏱️ Read time: 9 min read

How WebSockets work, its tradeoffs, and how to design a real time messaging app

📌 A Visual Guide to How Diffusion Models Work

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-02-06 | ⏱️ Read time: 26 min read

This article is aimed at those who want to understand exactly how diffusion models work,…

📌 Myths vs. Data: Does an Apple a Day Keep the Doctor Away?

🗂 Category: DATA SCIENCE

🕒 Date: 2025-02-05 | ⏱️ Read time: 10 min read

Introduction “Money can’t buy happiness.” “You can’t judge a book by its cover.” “An apple…

📌 Training Large Language Models: From TRPO to GRPO

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-02-05 | ⏱️ Read time: 10 min read

DeepSeek has recently made quite a buzz in the AI community, thanks to its impressive…

📌 Supercharge Your RAG with Multi-Agent Self-RAG

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-02-05 | ⏱️ Read time: 15 min read

Introduction Many of us might have tried to build a RAG application and noticed it…

📌 Awesome Plotly with code series (Part 9): To dot, to slope or to stack?

🗂 Category: DATA SCIENCE

🕒 Date: 2025-02-02 | ⏱️ Read time: 14 min read

Simple methods to replace cluttered bar charts with crisp, reader-friendly visuals.

📌 5 Essential Tips Learned from My Data Science Journey

🗂 Category: DATA SCIENCE

🕒 Date: 2025-02-02 | ⏱️ Read time: 7 min read

Personal reflections on my 10-year data odyssey

📌 How to Make a Data Science Portfolio That Stands Out

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-02-02 | ⏱️ Read time: 9 min read

Create a data science portfolio with Cloud-flare and HUGO