📌 Bad Assumptions – The Downfall of Even Experienced Data Scientists

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-16 | ⏱️ Read time: 11 min read

Data can be deceptive, so be on your toes!

📌 This Puzzle Shows Just How Far LLMs Have Progressed in a Little Over a Year

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-10-07 | ⏱️ Read time: 10 min read

What took GPT-4o 2 hours to solve, Sonnet 4.5 does in 5 seconds

📌 How to Perform Effective Agentic Context Engineering

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-10-07 | ⏱️ Read time: 14 min read

Learn how to optimize the context of your agents, for powerful agentic performance

📌 How to Easily Validate Your Data with Pandera

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-08-14 | ⏱️ Read time: 6 min read

Learn how to build a simple data model that validates your data through type hints

📌 UniFliXsg: AI-Powered Undergraduate Program Recommendations for Singapore Universities

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-08-14 | ⏱️ Read time: 8 min read

How could AI suggest your majors?

📌 From insights to impact: leveraging data science to maximize customer value

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-13 | ⏱️ Read time: 11 min read

Uplift modeling: how causal machine learning transforms customer relationships and revenue

📌 From Data-Informed to Data-Driven Decisions: An Introduction to Tradespace Exploration

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-13 | ⏱️ Read time: 23 min read

Going beyond Exploratory Data Analysis to find the needle in the haystack

📌 Paper Walkthrough: Vision Transformer (ViT)

🗂 Category: DEEP LEARNING

🕒 Date: 2024-08-13 | ⏱️ Read time: 20 min read

Exploring Vision Transformer (ViT) through PyTorch Implementation from Scratch.

📌 Four Visualisation Libraries That Seamlessly Integrate With Pandas Dataframe

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-13 | ⏱️ Read time: 5 min read

Make use of Pandas plotting backend for the easiest plotting

📌 Avoid Building a Data Platform in 2024

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-08-13 | ⏱️ Read time: 16 min read

Why articles about ‘Building a Data Platform’ are mostly misleading

📌 Unleashing the Power of Triton: Mastering GPU Kernel Optimization in Python

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-13 | ⏱️ Read time: 11 min read

Accelerating AI/ML Model Training with Custom Operators – Part 2

📌 What to Study if you Want to Master LLMs

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-12 | ⏱️ Read time: 6 min read

What foundational concepts should you study if you want to understand Large Language Models?

📌 Stars of the 2024 Paris Olympics

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-12 | ⏱️ Read time: 8 min read

How to use Wikipedia data to visualize the popularity of top athletes and Olympic sports

📌 My Honest Advice for Someone Who Wants to Become a Data Scientist

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-12 | ⏱️ Read time: 7 min read

What I wish someone would tell me before studying data science

📌 LLM-Powered Parsing and Analysis of Semi-Structured & Structured Documents

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-08-12 | ⏱️ Read time: 20 min read

This article shows how to extract desired or key information from semi-structured or unstructured information…

📌 New Approach for Training Physical (as Opposed to Computer-Based) Artificial Neural Networks

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-12 | ⏱️ Read time: 7 min read

Neural networks built from light waves could allow for much more versatile, scalable, and energy-efficient…

📌 The Poisson Bootstrap

🗂 Category: STATISTICS

🕒 Date: 2024-08-12 | ⏱️ Read time: 10 min read

Bootstrapping over large datasets

📌 Advanced Recursive and Follow-Up Retrieval Techniques For Better RAGs

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-12 | ⏱️ Read time: 18 min read

Breaking the problem solves half of it. Chaining them makes it even better.

📌 AI Agents – From Concepts to Practical Implementation in Python

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-12 | ⏱️ Read time: 12 min read

This will change the way you think about AI and its capabilities

📌 How to practice data analyst interviews with AI

🗂 Category:

🕒 Date: 2024-08-12 | ⏱️ Read time: 8 min read

Using LLMs to generate synthetic data and code