📌 The Mystery Behind the PyTorch Automatic Mixed Precision Library

🗂 Category: DEEP LEARNING

🕒 Date: 2024-09-17 | ⏱️ Read time: 9 min read

How to get 2X speed up model training using three lines of code

📌 Building RAGs Without A Retrieval Model Is a Terrible Mistake

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-17 | ⏱️ Read time: 10 min read

Here are my favorite techniques – one is faster, the other is more accurate.

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📌 GPU Accelerated Polars – Intuitively and Exhaustively Explained

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-09-17 | ⏱️ Read time: 16 min read

Fast Dataframes for Big Problems

📌 Temporal-Difference Learning and the Importance of Exploration: An Illustrated Guide

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-10-01 | ⏱️ Read time: 18 min read

Comparing model-free and model-based RL methods on a dynamic grid world

📌 What Makes a Great Data Business

🗂 Category: BUSINESS

🕒 Date: 2024-09-16 | ⏱️ Read time: 8 min read

Including an easy-to-use data business evaluation cheat sheet

📌 ASCVIT V1: Automatic Statistical Calculation, Visualization and Interpretation Tool

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-16 | ⏱️ Read time: 38 min read

Automated data analysis made easy: The first version of ASCVIT the tool for statistical calculation,…

📌 OpenAI o1: Is This the Enigmatic Force That Will Reshape Every Knowledge Sector We Know?

🗂 Category: CHATGPT

🕒 Date: 2024-09-16 | ⏱️ Read time: 7 min read

My first encounters with the o1 model

📌 Introducing NumPy, Part 3: Manipulating Arrays

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-15 | ⏱️ Read time: 7 min read

Shaping, transposing, joining, and splitting arrays

📌 Applications of Rolling Windows for Time Series, with Python

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-15 | ⏱️ Read time: 12 min read

Here’s some powerful applications of Rolling Windows and Time Series

📌 A Powerful Feature for Boosting Python Code Efficiency and Streamlining Complex Workflows

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-15 | ⏱️ Read time: 10 min read

All you need to know about Python loops

📌 Build a Tokenizer for the Thai Language from Scratch

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-09-14 | ⏱️ Read time: 16 min read

A step-by-step guide to building a Thai multilingual sub-word tokenizer based on a BPE algorithm…

📌 Bayesian Linear Regression: A Complete Beginner’s guide

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-14 | ⏱️ Read time: 11 min read

A workflow and code walkthrough for building a Bayesian regression model in STAN

📌 Tips on How to Manage Large Scale Data Science Projects

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-09-14 | ⏱️ Read time: 7 min read

Use these tips to maximize the success of your data science project

📌 Seven Common Causes of Data Leakage in Machine Learning

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-09-14 | ⏱️ Read time: 8 min read

Key Steps in data preprocessing, feature engineering, and train-test splitting to prevent data leakage

📌 How I Make Time for Everything (Even with a Full-Time Job)

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-14 | ⏱️ Read time: 8 min read

How I am able to do YouTube videos, write blogs, and send out a newsletter…

📌 The Essential Guide to Effectively Summarizing Massive Documents, Part 1

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-09-14 | ⏱️ Read time: 10 min read

Document summarization is important for GenAI use-cases, but what if the documents are too BIG!?…

📌 MIDI Files as Training Data

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-09-13 | ⏱️ Read time: 10 min read

A fundamental difference: MIDI scores vs MIDI performances

📌 Differentiate Noisy Time Series Data with Symbolic Regression

🗂 Category:

🕒 Date: 2024-09-13 | ⏱️ Read time: 17 min read

A step-by-step example of a possibility to derive a noisy time series profile if data…

📌 Creating Project Environments in Python with VSCode

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-13 | ⏱️ Read time: 5 min read

Learn how to manage different environments for your Python projects

📌 Transformer? Diffusion? Transfusion!

🗂 Category: DEEP LEARNING

🕒 Date: 2024-09-12 | ⏱️ Read time: 6 min read

A gentle introduction to the latest multi-modal transfusion model