Courage to Learn ML: A Detailed Exploration of Gradient Descent and Popular Optimizers
Are You Truly Mastering Gradient Descent? Use This Post as Your Ultimate Checkpoint- 22774Murphy2025-03-22
Visualizing Everest Expeditions
An End-To-End Data Visualization Project- 23179Murphy2025-03-22
PyTorch Introduction – Enter NonLinear Functions
Continuing the PyTorch series, in this post we'll learn about activation functions in the context of PyTorch.- 20190Murphy2025-03-22
Declarative vs. Imperative Plotting
An overview for Python beginners- 25858Murphy2025-03-22
Knowledge-Enhanced Agents for Interactive Text Games
Revolutionizing Interactive Text Games with Knowledge-Enhanced AI Agents- 21938Murphy2025-03-22
Deploy Tiny-Llama on AWS EC2
Learn how to deploy a real ML application using AWS and FastAPI- 21047Murphy2025-03-22
LLMs and Transformers from Scratch: the Decoder
Exploring the Transformer's Decoder Architecture: Masked Multi-Head Attention, Encoder-Decoder Attention, and Practical Implementation- 21248Murphy2025-03-22
A Simple Trick to Do Your Data Analysis in Seconds
Uncover Hidden Insights using ydata-profiling- 23364Murphy2025-03-22
Particle Swarm Optimization
The most mesmerizing way of optimizing arbitrary functions- 21150Murphy2025-03-22
4 Functions to Know If You Are Planning to Switch from Pandas to Polars
Both Pandas and Polars code are included- 23739Murphy2025-03-22
Unleashing the Power of SQL Analytical Window Functions: A Deep Dive into Fusing IPv4 Blocks
How to summarize a geolocation table by merging contiguous network IPv4 blocks- 29297Murphy2025-03-22
Binary Classification
Unpacking the Real Significance and Limitations of Traditional Metrics- 29194Murphy2025-03-22
Building Your Model Is Not Enough – You Need To Sell It
5 Tips That Can Help Your Models Go Live In Production- 22901Murphy2025-03-22
Mini-Max Optimization Design of Generative Adversarial Networks (GAN)
Nested bi-level optimization and equilibrium seeking objective- 29576Murphy2025-03-22
Convolutional Layer- Building Block of CNNs
What convolutional layers are and how they enable deep learning for computer vision- 23421Murphy2025-03-22
January Is for Challenging Yourself to Learn New Skills
Our weekly selection of must-read Editors' Picks and original features- 27389Murphy2025-03-22
Exploring the Superhero Role of 2D Batch Normalization in Deep Learning Architectures
Internal working and intuitions are explained through simple examples- 28168Murphy2025-03-22
Navigating the World of LLM Agents: A Beginner's Guide
A Step-by-Step Guide to Discover and Harness the Power of LLM Agents and Toolkits- 21331Murphy2025-03-22
Build Machine Learning Pipelines with Airflow and Mlflow: Reservation Cancellation Forecasting
Learn how to create reproducible and ready-for-production Machine Learning pipelines through a Senior Machine Learning assignment- 28079Murphy2025-03-22
Write Cleaner, Consistent Code: Can ChatGPT and Autoformatters Help?
Refine hastily written code your future self will thank you for with ChatGPT and autoformatters.- 24336Murphy2025-03-22
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.