Sora – Intuitively and Exhaustively Explained
A new era of cutting-edge video generation- 25459Murphy2025-03-22
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- 29340Murphy2025-03-22
Implementing Simple Neural Network Backpropagation from Scratch
Solving XOR gate problem- using just NumPy, then compare with PyTorch implementation.- 26805Murphy2025-03-22
Linear Algebra 5: Linear Independence
Ax = 0 and proving a set of vectors is linearly independent- 24501Murphy2025-03-22
Data Science Career Challenges-and How to Overcome Them
Our weekly selection of must-read Editors' Picks and original features- 24324Murphy2025-03-22
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- 21214Murphy2025-03-22
Exploring Brazil's National Accounts through a Dashboard
Implementation details and analytical possibilities- 23077Murphy2025-03-22
5 Useful Visualizations to Enhance Your Analysis
Use Python's statistical visualization library Seaborn to level up your analysis.- 26787Murphy2025-03-22
System Design: Bloom Filter
Smartly transforming a hash table to a probabilistic data structure to trade accuracy for large memory gains- 25517Murphy2025-03-22
AI Won't Steal Your Coding Job (But It Will Change It)
The AI Coding Revolution: Will Devin Change Everything?- 27218Murphy2025-03-22
Automated Detection of Data Quality Issues
A method for autonomously identifying data errors and calculating the Data Dirtiness Score with minimal human intervention.- 20635Murphy2025-03-22
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- 22367Murphy2025-03-22
How to perform anomaly detection with the LOF Algorithm
An introduction to performing outlier detection with the Local Outlier Factor (LOF) algorithm.- 26901Murphy2025-03-22
Step by Step Basics: Code Autodocumentation
Generate flawless documentation of Python code using Sphinx- 25092Murphy2025-03-22
Process Pandas DataFrames with a Large Language Model
Seamless Integration of Python, Pandas, and LLM- 22681Murphy2025-03-22
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.- 22514Murphy2025-03-22
Are Language Models Benchmark Savants or Real-World Problem Solvers?
Evaluating the evolution and application of language models on real world tasks- 28088Murphy2025-03-22
Customizing RStudio Container with Docker Compose
A step-by-step guide for customizing and launching RStudio Server inside a container with Docker Compose- 25900Murphy2025-03-22
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- 24969Murphy2025-03-22
Simulated Data, Real Learnings : Power Analysis
Part 2 - Experimental Power Analysis- 20875Murphy2025-03-22
The current state of continual learning in AI
Why is ChatGPT only trained up until 2021?Optimizing Pandas Code: The Impact of Operation Sequence
Learn how to rearrange your code to achieve significant speed improvements.