Sora – Intuitively and Exhaustively Explained
A new era of cutting-edge video generation- 25496Murphy2025-03-22
Building a Math Application with LangChain Agents
A tutorial on why LLMs struggle with math, and how to resolve these limitations using LangChain Agents, OpenAI and Chainlit- 29378Murphy2025-03-22
Implementing Simple Neural Network Backpropagation from Scratch
Solving XOR gate problem- using just NumPy, then compare with PyTorch implementation.- 26843Murphy2025-03-22
Linear Algebra 5: Linear Independence
Ax = 0 and proving a set of vectors is linearly independent- 24538Murphy2025-03-22
Data Science Career Challenges-and How to Overcome Them
Our weekly selection of must-read Editors' Picks and original features- 24360Murphy2025-03-22
Maximizing AI Efficiency in Production with Caching: A Cost-Efficient Performance Booster
Unlock the Power of Caching to Scale AI Solutions with LangChain Caching Comprehensive Overview- 21252Murphy2025-03-22
Exploring Brazil's National Accounts through a Dashboard
Implementation details and analytical possibilities- 23114Murphy2025-03-22
5 Useful Visualizations to Enhance Your Analysis
Use Python's statistical visualization library Seaborn to level up your analysis.- 26824Murphy2025-03-22
System Design: Bloom Filter
Smartly transforming a hash table to a probabilistic data structure to trade accuracy for large memory gains- 25555Murphy2025-03-22
AI Won't Steal Your Coding Job (But It Will Change It)
The AI Coding Revolution: Will Devin Change Everything?- 27256Murphy2025-03-22
Automated Detection of Data Quality Issues
A method for autonomously identifying data errors and calculating the Data Dirtiness Score with minimal human intervention.- 20673Murphy2025-03-22
How to build an OpenAI-compatible API
Create a server to replicate OpenAI's Chat Completions API, enabling any LLM to integrate with tools written for the OpenAI API- 22405Murphy2025-03-22
How to perform anomaly detection with the LOF Algorithm
An introduction to performing outlier detection with the Local Outlier Factor (LOF) algorithm.- 26940Murphy2025-03-22
Step by Step Basics: Code Autodocumentation
Generate flawless documentation of Python code using Sphinx- 25129Murphy2025-03-22
Process Pandas DataFrames with a Large Language Model
Seamless Integration of Python, Pandas, and LLM- 22718Murphy2025-03-22
Creating Satellite Image Timelapses
You are downloading satellite images from the new ESA Sentinel Hub API and merging them into animated gifs using pure Python.- 22552Murphy2025-03-22
Are Language Models Benchmark Savants or Real-World Problem Solvers?
Evaluating the evolution and application of language models on real world tasks- 28125Murphy2025-03-22
Customizing RStudio Container with Docker Compose
A step-by-step guide for customizing and launching RStudio Server inside a container with Docker Compose- 25937Murphy2025-03-22
Creating Synthetic User Research: Using Persona Prompting and Autonomous Agents
Unlocking In-depth Analysis with Simulated Customers and Market Research Using Generative AI & Large Language Models- 25006Murphy2025-03-22
Simulated Data, Real Learnings : Power Analysis
Part 2 - Experimental Power Analysis- 20913Murphy2025-03-22
Genius Cliques: Mapping out the Nobel Network
Combining Network Science, Data Visualization, and Wikipedia to uncover hidden connections between all the Nobel laureates.Data Science Expertise Comes in Many Shapes and Forms
Our weekly selection of must-read Editors' Picks and original features