Can We Save the AI Economy?
And do we want to? The post Can We Save the AI Economy? appeared first on Towards Data Science.
Creating a Text to SQL App with OpenAI + FastAPI + SQLite
Image by Author Contents# Introduction# Text-to-SQL App Development# Wrapping Up # Introduction Data has become an indispensable resource for any successful business, as it provides valuable insights for informed decision-making. Given the importance of data, many companies are building systems to store and analyze it. However, there are many times when it’s hard to acquire and analyze the …
Creating a Text to SQL App with OpenAI + FastAPI + SQLite Read More »
Bringing AI to the next generation of fusion energy
Science Published 16 October 2025 Authors The Fusion team We’re partnering with Commonwealth Fusion Systems (CFS) to bring clean, safe, limitless fusion energy closer to reality. Fusion, the process that powers the sun, promises clean, abundant energy without long-lived radioactive waste. Making it work here on Earth means keeping an ionized gas, known as plasma, …
Bringing AI to the next generation of fusion energy Read More »
First Principles Thinking for Data Scientists
wrote to the Smithsonian Institution asking for everything they had on human flight. He and his brother Orville devoured every paper, theory, and calculation from the leading aeronautical researchers of their time. They studied Otto Lilienthal’s glider designs, Octave Chanute’s engineering principles, and Samuel Langley’s tables on lift and drag. Then they did something radical: …
Data Analytics Automation Scripts with SQL Stored Procedures
Image by Editor Contents# Introduction# SQL Stored Procedures# Wrapping Up # Introduction Data has become an easier commodity to store in the current digital era. With the advantage of having abundant data for business, analyzing data to help companies gain insight has become more critical than ever. In most businesses, data is stored within a structured database, and …
Data Analytics Automation Scripts with SQL Stored Procedures Read More »
How to Spin Up a Project Structure with Cookiecutter
you’re anything like me, “procrastination” might as well be your middle name. There’s always that nagging hesitation before starting a new project. Just thinking about setting up the project structure, creating documentation, or writing a decent README is enough to trigger yawns. It feels like staring at a blank page for a dreaded school essay. …
How to Spin Up a Project Structure with Cookiecutter Read More »
Prompt Engineering Templates That Work: 7 Copy-Paste Recipes for LLMs
Image by Author Contents# Introduction# 1. Job Applications & Career → Persona + Personalization Prompt# 2. Mathematics & Logical Reasoning → Chain-of-Thought + Role + Few-Shot Prompting# 3. Code Generation → Instruction Decomposition + Constraints Prompt# 4. Learning & Tutoring → Socratic Method + Guided Teaching# 5. Creative Writing & Storytelling → Controlled Creativity with Persona + Style# 6. Brainstorming & …
Prompt Engineering Templates That Work: 7 Copy-Paste Recipes for LLMs Read More »
10 Data + AI Observations for Fall 2025
the final quarter of 2025, it’s time to step back and examine the trends that will shape data and AI in 2026. While the headlines might focus on the latest model releases and benchmark wars, they’re far from the most transformative developments on the ground. The real change is playing out in the trenches — …
We Benchmarked DuckDB, SQLite, and Pandas on 1M Rows: Here’s What Happened
Image by Author Contents# Introduction# The Dataset We Used// Dataset Overview// Peeking Into the Data with Pandas# Setting Up a Fair Testing Environment// Loading Data into Pandas// Registering Data with DuckDB// Preparing Data for SQLite# How We Benchmarked the Tools// Ensuring Consistent Setup// Measuring Execution Time// Tracking Memory Usage// The Benchmark Queries# Benchmark Results// Query 1: Total Transaction Value// Query 2: Group by Domain// Query 3: Filter by Location (Goa)// Query 4: …
We Benchmarked DuckDB, SQLite, and Pandas on 1M Rows: Here’s What Happened Read More »
Introducing the Gemini 2.5 Computer Use model
Earlier this year, we mentioned that we’re bringing computer use capabilities to developers via the Gemini API. Today, we are releasing the Gemini 2.5 Computer Use model, our new specialized model built on Gemini 2.5 Pro’s visual understanding and reasoning capabilities that powers agents capable of interacting with user interfaces (UIs). It outperforms leading alternatives …