📌 Understanding KL Divergence, Entropy, and Related Concepts

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-08 | ⏱️ Read time: 8 min read

Important concepts in information theory, machine learning, and statistics

📌 Precisely Compare Geographical Regions with GeoPandas

🗂 Category:

🕒 Date: 2024-10-08 | ⏱️ Read time: 9 min read

Filling maps with area measurements

📌 Adding Gradient Backgrounds to Plotly Charts

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-08 | ⏱️ Read time: 5 min read

Using Plotly rectangle shapes to improve data visualisation

📌 Pandora’s Cloud Migration: Conquer the 7 “Bringers of Evil”

🗂 Category:

🕒 Date: 2024-10-08 | ⏱️ Read time: 20 min read

A guide to conquering cloud migration challenges

📌 How to Talk About Data and Analysis Simply

🗂 Category:

🕒 Date: 2024-10-08 | ⏱️ Read time: 21 min read

So that it is understandable and engaging to (almost) everyone

📌 Implementing Sequential Algorithms on TPU

🗂 Category:

🕒 Date: 2024-10-07 | ⏱️ Read time: 13 min read

Accelerating AI/ML Model Training with Custom Operators – Part 3.A

📌 Supercharge Your LLM Apps using DSPy and Langfuse

🗂 Category: NATURAL LANGUAGE PROCESSING

🕒 Date: 2024-10-07 | ⏱️ Read time: 14 min read

Build Production Grade LLM Apps with Ease

📌 K Nearest Neighbor Regressor, Explained: A Visual Guide with Code Examples

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-07 | ⏱️ Read time: 11 min read

Finding the neighbors FAST with KD Trees and Ball Trees

📌 Scaling RAG from POC to Production

🗂 Category: CHATGPT

🕒 Date: 2024-10-07 | ⏱️ Read time: 8 min read

Common challenges and architectural components to enable scaling

📌 Using Linear Equations + LLM to Solve LinkedIn Queens Game

🗂 Category:

🕒 Date: 2024-10-07 | ⏱️ Read time: 11 min read

Prompting GPT to form and solve the linear equations using PuLP

📌 AlphaFold 2 Through the Context of BERT

🗂 Category:

🕒 Date: 2024-10-07 | ⏱️ Read time: 9 min read

Understanding AI applications in bio for machine learning engineers

📌 Discover AWS Lambda Basics to Run Powerful Serverless Functions

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-07 | ⏱️ Read time: 12 min read

Learn how I navigated setting up AWS Lambda for the first time

📌 Arrays – Data Structures & Algorithms for Data Scientists

🗂 Category: CODING

🕒 Date: 2024-10-07 | ⏱️ Read time: 6 min read

How dynamic and static arrays work under the hood

📌 Top 5 Geospatial Data APIs for Advanced Analysis

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-06 | ⏱️ Read time: 22 min read

Explore Overpass, Geoapify, Distancematrix.ai, Amadeus, and Mapillary for Advanced Mapping and Location Data

📌 Getting Started with Powerful Data Tables in your Python Web Apps

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-06 | ⏱️ Read time: 6 min read

Using AG Grid to build a Finance app in pure Python with Reflex

📌 How Did Open Food Facts Fix OCR-Extracted Ingredients Using Open-Source LLMs?

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-10-06 | ⏱️ Read time: 15 min read

Delve into an end-to-end Machine Learning project to improve the quality of the Open Food…

📌 Exploring the AI Alignment Problem with GridWorlds

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-06 | ⏱️ Read time: 25 min read

It’s difficult to build capable AI agents without encountering orthogonal goals

📌 FormulaFeatures: A Tool to Generate Highly Predictive Features for Interpretable Models

🗂 Category:

🕒 Date: 2024-10-06 | ⏱️ Read time: 41 min read

Create more interpretable models by using concise, highly predictive features, automatically engineered based on arithmetic…

📌 The Rise of Pallas: Unlocking TPU Potential with Custom Kernels

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-06 | ⏱️ Read time: 17 min read

Accelerating AI/ML Model Training with Custom Operators – Part 3

📌 How I Turned IPL Stats into a Mesmerizing Bar Chart Race

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-06 | ⏱️ Read time: 8 min read

A step-by-step guide to creating captivating animated visualizations for data storytelling

📌 AI Agents: The Intersection of Tool Calling and Reasoning in Generative AI

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-05 | ⏱️ Read time: 13 min read

Unpacking problem solving and tool-driven decision making in AI