📌 The Math Behind In-Context Learning

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-12-31 | ⏱️ Read time: 6 min read

From attention to gradient descent: unraveling how transformers learn from examples

📌 The Key to Smarter Models: Tracking Feature Histories

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-31 | ⏱️ Read time: 10 min read

Capture context and improve predictions with historical data

📌 From Default Python Line Chart to Journal-Quality Infographics

🗂 Category: ANALYTICS

🕒 Date: 2024-12-30 | ⏱️ Read time: 3 min read

Transform boring default Matplotlib line charts into stunning, customized visualizations

📌 Mastering Model Uncertainty: Thresholding Techniques in Deep Learning

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-30 | ⏱️ Read time: 7 min read

A few words on thresholding, the softmax activation function, introducing an extra label, and considerations…

📌 How to Build a Resume Optimizer with AI

🗂 Category:

🕒 Date: 2024-12-30 | ⏱️ Read time: 7 min read

Step-by-step guide with example Python code

📌 How to Build a Graph RAG App

🗂 Category:

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

The accompanying code for the app and notebook are here. Knowledge graphs (KGs) and Large Language…

📌 I Combined the Blockchain and AI to Generate Art. Here’s What Happened Next.

🗂 Category: BLOCKCHAIN

🕒 Date: 2024-12-30 | ⏱️ Read time: 8 min read

Using LLMs to create artistic representations of data

📌 Introducing n-Step Temporal-Difference Methods

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-12-29 | ⏱️ Read time: 10 min read

Dissecting “Reinforcement Learning” by Richard S. Sutton with custom Python implementations, Episode V

📌 Superposition: What Makes it Difficult to Explain Neural Network

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-12-29 | ⏱️ Read time: 7 min read

When there are more features than model dimensions

📌 Deep Dive into Multithreading, Multiprocessing, and Asyncio

🗂 Category:

🕒 Date: 2024-12-28 | ⏱️ Read time: 10 min read

How to choose the right concurrency model

📌 Measuring Cross-Product Adoption Using dbt_set_similarity

🗂 Category: SQL

🕒 Date: 2024-12-28 | ⏱️ Read time: 5 min read

Enhancing cross-product insights within dbt workflows

📌 Master Bots Before Starting with AI Agents: Simple Steps to Create a Mastodon Bot with Python

🗂 Category: PROGRAMMING

🕒 Date: 2024-12-27 | ⏱️ Read time: 13 min read

I recently published a post on Mastodon that was shared by six other accounts within…

📌 Understanding the Optimization Process Pipeline in Linear Programming

🗂 Category:

🕒 Date: 2024-12-27 | ⏱️ Read time: 8 min read

An introduction to the backend and frontend processes in linear programming, including the mathematical programming…

📌 Lessons from COVID-19: Why Probability Distributions Matter

🗂 Category: COVID-19

🕒 Date: 2024-12-27 | ⏱️ Read time: 13 min read

Understanding Distributions with Extremes: Probability for Data Science Series (END)

📌 Track Computer Vision Experiments with MLflow

🗂 Category:

🕒 Date: 2024-12-26 | ⏱️ Read time: 10 min read

Discover how to set up an efficient MLflow environment to track your experiments, compare and…

📌 How Neural Networks Learn: A Probabilistic Viewpoint

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-12-26 | ⏱️ Read time: 8 min read

Understanding Loss Functions in Training Neural Networks

📌 Linearizing Attention

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-12-26 | ⏱️ Read time: 8 min read

Breaking the Quadratic Barrier: Modern Alternatives to Softmax Attention

📌 Your Company Needs Small Language Models

🗂 Category: CHATGPT

🕒 Date: 2024-12-26 | ⏱️ Read time: 15 min read

When specialized models outperform general-purpose models

📌 Calculating a linear extrapolation (or Trend) in DAX

🗂 Category:

🕒 Date: 2024-12-26 | ⏱️ Read time: 10 min read

In DAX there is no built-in method to calculate a Trend. Therefore we must do…

📌 Training LLM, from Scratch, in Rust

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-12-26 | ⏱️ Read time: 16 min read

In this companion article, I’ll show my implementation for training from scratch a GPT-like model,…

📌 Understanding When and How to Implement FastAPI Middleware (Examples and Use Cases)

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-25 | ⏱️ Read time: 4 min read

Supercharge Your FastAPI with Middleware: Practical Use Cases and Examples