Simulating the Card Game ‘War'
A coding story about a simple game with an infinite twist- 23516Murphy ≡ DeepGuide
Scientists are approaching the first near-atomic simulations of whole cells
After the impact of AI on biology, this could represent another milestone, this time rooted in pure physics- 22642Murphy ≡ DeepGuide
Simulation 101: Conductive Heat Transfer
Conduction, or heat transfer between objects, is something we experience everyday. Here, we learn how to simulate the physics of...- 27478Murphy ≡ DeepGuide
Mastering Monte Carlo: How To Simulate Your Way to Better Machine Learning Models
How a Scientist Playing Solitaire Forever Changed the Game of Statistics- 20796Murphy ≡ DeepGuide
Simulation 104: Electromagnetic Mapping with Vector Fields
Modeling electric and magnetic fields- 20750Murphy ≡ DeepGuide
Simulating a Theme Park: Understanding queue times with R
Simulating a theme park to understand queue times and learn how business processes can be optimised in R.- 25320Murphy ≡ DeepGuide
Training Soft Skills in Data Science with Real-Life Simulations: A Role-Playing Dual-Chatbot…
A complete LLM project walk-through with code implementation- 25817Murphy ≡ DeepGuide
Simulation 106: Modeling Information Diffusion and Social Contagion with Networks
Social media has completely revolutionized the information landscape. We are more connected to each other than we have every been in human history. News stories can reach us in an instant and ideas spread across the globe in days, but how does this work?- 27822Murphy ≡ DeepGuide
How Simple Numerical Integration Can Make Your Life Easier in Equation Modeling Tasks
Simulations and numerical modeling In the mathematics of natural sciences, engineering, and economics, the art of numerical integration serves as a powerful tool for describing the behavior of dynamic systems over time. The technique has a huge number of- 29111Murphy ≡ DeepGuide
How to Build a Genetic Algorithm from Scratch in Python
A complete walkthrough on how one can build a Genetic Algorithm from scratch in Python, along with a real-world use case- 26309Murphy ≡ DeepGuide
Water Cooler Small Talk: Gambler's Fallacy and Ruin
An intuitive and thorough explanation of gambling, luck, and risk to keep you from looking foolish- 24647Murphy ≡ DeepGuide
Simulation Optimization: Helping My Friend Model and Optimize His Company's Support Desk
A story about the creation of a Simulation Optimization model to help streamline support desk staffing.- 26246Murphy ≡ DeepGuide
Monte Carlo Methods Decoded
Solving complex problems with simulations- 23459Murphy ≡ DeepGuide
Simulated Data, Real Learnings : Part 1
Testing machine learning approaches with simulation- 29983Murphy ≡ DeepGuide
Simulated Data, Real Learnings: Scenario Analysis
Part 3 - Simulating Scenarios- 29565Murphy ≡ DeepGuide
How to Make the Most Out of LLM Production Data: Simulated User Feedback
A novel approach to use production data to simulate user feedback for testing and evaluating your LLM app.- 27507Murphy ≡ DeepGuide
Simulated Data, Real Learnings : Simulating Systems
Part 4 - Simulating to Understand Systems- 24191Murphy ≡ DeepGuide
Practical Computer Simulations for Product Analysts
Part 1: Task-specific approaches for scenario forecasting- 23442Murphy ≡ DeepGuide
Practical Computer Simulations for Product Analysts
Part 2: Using bootstrap for observations and A/B tests- 22284Murphy ≡ DeepGuide
HELP! We've Been HECS'd
A Statistical Review of the Universities Accord Recommendations- 20763Murphy ≡ DeepGuide
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We look at an implementation of the HyperLogLog cardinality estimati
Using clustering algorithms such as K-means is one of the most popul
Level up Your Data Game by Mastering These 4 Skills
Learn how to create an object-oriented approach to compare and evalu
When I was a beginner using Kubernetes, my main concern was getting
Tutorial and theory on how to carry out forecasts with moving averag