📌 The Theory of Universal Computation: Bayesian Optimality, Solomonoff Induction & AIXI

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-09-22 | ⏱️ Read time: 25 min read

Is it possible to build a perfect induction machine?

📌 Predict Housing Price using Linear Regression in Python

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-06 | ⏱️ Read time: 16 min read

A walk-through of cost computation, gradient descent, and regularization using Boston Housing dataset

📌 Easy Hurricane Tracking with Tropycal

🗂 Category: DATA VISUALIZATION

🕒 Date: 2024-11-06 | ⏱️ Read time: 8 min read

A great Python package for storm analysis

📌 User Studies for Enterprise Tools: HCI in the Industry

🗂 Category:

🕒 Date: 2024-11-06 | ⏱️ Read time: 8 min read

Insights as an HCI research scientist in an industry catered to building tooling for enterprises

📌 Forecasting the Future: How Can We Predict Tomorrow’s Demand Using Yesterday’s Insights?

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-05 | ⏱️ Read time: 13 min read

Demand planners and other company stakeholders use forecasts to anticipate future needs and adjust supply…

📌 Least Squares Regression, Explained: A Visual Guide with Code Examples for Beginners

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-05 | ⏱️ Read time: 11 min read

Gliding through points to minimize squares

📌 Log Breadcrumbs: only show Logs leading up to an Error

🗂 Category: CODING

🕒 Date: 2024-11-05 | ⏱️ Read time: 5 min read

Hot to log Breadcrumbs using Python’s built-int logging package

📌 Building a Convolutional Neural Network (CNNs) from Scratch

🗂 Category:

🕒 Date: 2024-11-05 | ⏱️ Read time: 15 min read

Line-by-Line, Let’s Build a ResNet Classifier on the MNIST-Fashion Dataset

📌 I Tested Frontline M-LLMs on Their Chart Interpretation Skills

🗂 Category: DATA VISUALIZATION

🕒 Date: 2024-11-05 | ⏱️ Read time: 35 min read

Can multimodal LLMs infer basic charts accurately?

📌 How to Create a Network Chart in Tableau

🗂 Category: DATA VISUALIZATION

🕒 Date: 2024-11-05 | ⏱️ Read time: 8 min read

A Step-by-Step Guide to Network Visualization in Tableau

📌 While Using RLS When Manipulating Relationships in Power BI, What Can Go Wrong?

🗂 Category:

🕒 Date: 2024-11-05 | ⏱️ Read time: 8 min read

There are restrictions when manipulating Relationships with RLS in place. The MS documentation doesn’t provide…

📌 The “Gold-Rush Paradox” in Data: Why Your KPIs Need a Rethink

🗂 Category: ANALYTICS

🕒 Date: 2024-11-05 | ⏱️ Read time: 6 min read

You’re not doing as good a job as you think you are

📌 I Wasn’t Always a Data Scientist – How I Broke into the Field

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-05 | ⏱️ Read time: 13 min read

8 strategies I used (and you can too) on my journey to data science

📌 Overcoming LLM Challenges in Healthcare: Practical Strategies for Development in Production

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-05 | ⏱️ Read time: 10 min read

An article on the most common LLM development challenges I’ve encountered, effective mitigation strategies, and…

📌 Rasterizing Vector Data in Python

🗂 Category: DATA SCIENCE

🕒 Date: 2024-11-05 | ⏱️ Read time: 4 min read

How to turn vector elevation lines into a grid – and build it from Lego

📌 Histogram of Oriented Gradients (HOG) in Computer Vision

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-11-04 | ⏱️ Read time: 5 min read

An explanation and implementation of Histogram of Oriented Gradients (HOG) for object detection and recognition

📌 Exploring Recursive Art: Fractals with Context Free

🗂 Category: ART

🕒 Date: 2024-11-04 | ⏱️ Read time: 7 min read

Generating Intricate Imagery with Simple Rules and Shapes

📌 Classify Jira Tickets with GenAI On Amazon Bedrock

🗂 Category: PROGRAMMING

🕒 Date: 2024-11-04 | ⏱️ Read time: 10 min read

Replace traditional NLP approaches with prompt engineering and Large Language Models (LLMS) for Jira ticket…

📌 Let There Be Light! Diffusion Models and the Future of Relighting

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-11-04 | ⏱️ Read time: 18 min read

Discover how cutting-edge diffusion models tackle relighting, harmonization, and shadow removal in this in-depth blog…

📌 What Did I Learn from Building LLM Applications in 2024? – Part 1

🗂 Category:

🕒 Date: 2024-11-04 | ⏱️ Read time: 9 min read

An engineer’s journey to building LLM-native applications