Machine Learning

📌 Dunder Methods: The Hidden Gems of Python 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-30 | ⏱️ Read time: 9 min read Real-world examples on how actively using special methods can simplify coding and improve readability

📌 Model Validation Techniques, Explained: A Visual Guide with Code Examples 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-11-30 | ⏱️ Read time: 28 min read 12 must-know methods to validate your machine learning

📌 Grokking Behavioral Interviews 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-30 | ⏱️ Read time: 8 min read Master the art of behavioral interviews and land your dream job

📌 Making News Recommendations Explainable with Large Language Models 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-11-30 | ⏱️ Read time: 7 min read A prompt-based experiment to improve both accuracy and transparent reasoning in content personalization.

📌 How to Solve a Simple Problem With Machine Learning 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-01 | ⏱️ Read time: 8 min read A technical walkthrough of lesson one

📌 The Lead, Shadow, and Sparring Roles in New Data Settings 🗂 Category: 🕒 Date: 2024-12-01 | ⏱️ Read time: 10 min read From data engineer to domain expert-what it takes to build a new data platform

📌 Smaller Is Smarter 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-01 | ⏱️ Read time: 4 min read Do you really need the power of top LLMs for a tiramisu recipe in Shakespearean…

📌 Modeling DAU with Markov Chain 🗂 Category: 🕒 Date: 2024-12-02 | ⏱️ Read time: 23 min read How to predict DAU using Duolingo’s growth model and control the prediction

📌 Google Gemini Is Entering the Advent of Code Challenge 🗂 Category: CHATGPT 🕒 Date: 2024-12-02 | ⏱️ Read time: 8 min read An open-source project to explore the capabilities and limitations of LLMs on coding challenges

📌 From Code to Paper: Using GPT Models and Python to Generate Scientific LaTeX Documents 🗂 Category: CHATGPT 🕒 Date: 2024-12-02 | ⏱️ Read time: 13 min read Automating Scientific Code Documentation: A GPT-Powered POC for Streamlined Workflows

📌 The Arcane Network 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-02 | ⏱️ Read time: 8 min read How to use network science and Python to map out the popular show

📌 TDS Newsletter: What You Need to Know About LLMs for Data Science 🗂 Category: THE VARIABLE 🕒 Date: 2025-09-11 | ⏱️ Read time: 3 min read How new tools are transforming data scientists’ essential workflows

📌 TDS Newsletter: How to Make Smarter Business Decisions with AI 🗂 Category: THE VARIABLE 🕒 Date: 2025-09-18 | ⏱️ Read time: 3 min read Research agents, budget planners, and more

📌 SQL vs. Calculators: Building Champion/Challenger Tests from Scratch 🗂 Category: ANALYTICS 🕒 Date: 2024-12-04 | ⏱️ Read time: 14 min read In depth SQL code for creating your own statistical test design

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📌 Combining Large and Small LLMs to Boost Inference Time and Quality 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-12-05 | ⏱️ Read time: 8 min read Implementing Speculative and Contrastive Decoding

📌 From Amnesia to Awareness: Giving Retrieval-Only Chatbots Memory 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-09-18 | ⏱️ Read time: 6 min read Achieve natural multi-turn conversations without sacrificing content control.

📌 Rapid Prototyping of Chatbots with Streamlit and Chainlit 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-09-18 | ⏱️ Read time: 12 min read End-to-end demos, comparison of pros and cons, and practical recommendations

📌 From Python to JavaScript: A Playbook for Data Analytics in n8n with Code Node Examples 🗂 Category: DATA SCIENCE 🕒 Date: 2025-09-18 | ⏱️ Read time: 17 min read Learn the basics of JavaScript through tiny n8n Code node snippets for sales data analytics

📌 How I Built and Deployed an App in 2 days with Lovable, Supabase, and Netlify 🗂 Category: PROGRAMMING 🕒 Date: 2025-09-18 | ⏱️ Read time: 8 min read All ideas can be turned into action in a matter of time now.