Top Career Websites for Data Engineers
How to find fantastic remote jobs and get hired- 20479Murphy2025-03-23
Must-Know in Statistics: The Bivariate Normal Projection Explained
Derivation and practical examples of this powerful concept- 26645Murphy2025-03-23
Paper Walkthrough: Vision Transformer (ViT)
Exploring Vision Transformer (ViT) through PyTorch Implementation from Scratch.- 20499Murphy2025-03-23
How to practice data analyst interviews with AI
Using LLMs to generate synthetic data and code- 26827Murphy2025-03-23
AI Agents – From Concepts to Practical Implementation in Python
This will change the way you think about AI and its capabilities- 25989Murphy2025-03-23
Dummy Classifier Explained: A Visual Guide with Code Examples for Beginners
Setting the Bar in Machine Learning with Simple Baseline Models- 22641Murphy2025-03-23
From Data-Informed to Data-Driven Decisions: An Introduction to Tradespace Exploration
Going beyond Exploratory Data Analysis to find the needle in the haystack- 24278Murphy2025-03-23
Advanced Recursive and Follow-Up Retrieval Techniques For Better RAGs
Breaking the problem solves half of it. Chaining them makes it even better.- 24739Murphy2025-03-23
From insights to impact: leveraging data science to maximize customer value
Uplift modeling: how causal machine learning transforms customer relationships and revenue- 23966Murphy2025-03-23
UniFliXsg: AI-Powered Undergraduate Program Recommendations for Singapore Universities
How could AI suggest your majors?- 27068Murphy2025-03-23
How to Easily Validate Your Data with Pandera
Learn how to build a simple data model that validates your data through type hints- 27683Murphy2025-03-23
Towards Mamba State Space Models for Images, Videos and Time Series
Part 1- 29139Murphy2025-03-23
The Poisson Bootstrap
Bootstrapping over large datasets- 28898Murphy2025-03-23
New Approach for Training Physical (as Opposed to Computer-Based) Artificial Neural Networks
Neural networks built from light waves could allow for much more versatile, scalable, and energy-efficient AI systems- 23756Murphy2025-03-23
How to Create Well-Styled Streamlit Dataframes, Part 1: Using the Pandas Styler
Streamlit and the pandas Styler object are not friends. But, we will change that!- 20869Murphy2025-03-23
Vision Transformers, Contrastive Learning, Causal Inference, and Other Deep Dives You Shouldn'
Our weekly selection of must-read Editors' Picks and original features- 21345Murphy2025-03-23
LLM-Powered Parsing and Analysis of Semi-Structured & Structured Documents
This article shows how to extract desired or key information from semi-structured or unstructured information using large language models.- 20546Murphy2025-03-23
How to Talk to a PDF File Without Using Proprietary Models: CLI + Streamlit + Ollama
A contribution to the creation of a locally executed, free PDF chat app with Streamlit and Meta AI's LLaMA model, without API limitations.- 24546Murphy2025-03-23
My Honest Advice for Someone Who Wants to Become a Data Scientist
What I wish someone would tell me before studying data science- 23705Murphy2025-03-23
A Fresh Look at Nonlinearity in Deep Learning
The traditional reasoning behind why we need nonlinear activation functions is only one dimension of this story.- 21672Murphy2025-03-23
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.