Solving

Solving the Human Training Data Problem

Practice Makes Passing in computer science was anything but easy. I vividly remember reaching a breaking point around the top of the tenth week of my first semester. With just a couple of weeks...

DeepMind’s Mind Evolution: Empowering Large Language Models for Real-World Problem Solving

Lately, artificial intelligence (AI) has emerged as a practical tool for driving innovation across industries. On the forefront of this progress are large language models (LLMs) known for his or her ability to know...

Machine Learning + openAI: solving a text classification problem

How I migrated an old solution to a more elegant, robust and scalable solution using text classification from openAIAs mentioned within the previous article, I talked about how I learned the foundations of machine...

Solving a Rubik’s Cube with Supervised Learning — Intuitively and Exhaustively Explained

A preferred toy in a brave latest worldIn this text we’ll make an AI model that may solve a Rubik’s Cube. We’ll define our own dataset, make a transformer style model that may learn...

AlphaQubit: Solving Quantum Computing’s Most Pressing Challenge

Quantum computing has the potential to vary many industries, from cryptography to drug discovery. But scaling these systems is a difficult task. As quantum computers grow, they face more errors and noise that may...

Solving the Classic Betting on the World Series Problem Using Hill Climbing

A straightforward example of hill climbing — and solving an issue that’s difficult to resolve without optimization techniquesBetting on the World Series is an old, interesting, and difficult puzzle. It’s also a pleasant problem...

Introducing OpenAI o1: A Leap in AI’s Reasoning Abilities for Advanced Problem Solving

OpenAI's recent model, OpenAI o1 or Strawberry, represents a major advancement in Artificial Intelligence. It builds on the legacy of previous models, resembling OpenAI's GPT series, and introduces enhanced reasoning abilities that deepen problem-solving...

Data Science at Home: Solving the Nanny Schedule Puzzle with Monte Carlo and Genetic Algorithms

Armed with simulation of all of the possible ways our schedule can throw curveballs at us, I knew it was time to herald some heavy-hitting optimization techniques. Enter genetic algorithms — a natural selection-inspired...

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