Can Reinforcement Learning Generalize Beyond Its Training?
A Case Study in Model Generalization- 25579Murphy ≡ DeepGuide
The Secret to Improved NLP: An In-Depth Look at the nn.Embedding Layer in PyTorch
Dissecting the `nn.Embedding` layer in PyTorch and a complete guide on how it works- 27021Murphy ≡ DeepGuide
Text Pattern Extraction: Comparing GPT-3 & Human-in-the-Loop Tool
Preliminary experiments and results from comparing LLMs and human-in-the-loop tools for text pattern extraction- 29989Murphy ≡ DeepGuide
Ethics in AI: Potential Root Causes for Biased Algorithms
An alternative approach to understanding bias in data- 28954Murphy ≡ DeepGuide
A Visual Microphone? The Revolutionary Tech That Can Extract Audio from Images
The power of subtle motions- 20871Murphy ≡ DeepGuide
Stress test for your NLP models
Metrics don't show the actual performance of NLP models. Learn how to thoroughly test your models and fix the annotation artifacts!- 24099Murphy ≡ DeepGuide
ChatGPT and the Future (Present) We're Facing
2023 will be much more intense and overwhelming than 2022, so tighten your seatbelts- 23668Murphy ≡ DeepGuide
Writing Code to Produce Images with ChatGPT
If images are just matrices of pixel values, can ChatGPT write code to produce matrices corresponding to meaningful imagery?- 21568Murphy ≡ DeepGuide
Learning from Machine Learning | Maarten Grootendorst: BERTopic, Data Science, Psychology
The first installment of Learning from Machine Learning features the creator of BERTopic Maarten Grootendorst.- 23949Murphy ≡ DeepGuide
To Guarantee Impartial AI Decisions, Lady Justice Needs to Blink
Why is deleting the sensitive attributes not a simple solution to AI fairness?- 26498Murphy ≡ DeepGuide
20 Soft Skills to Look for in Candidates for your Machine Learning Team
While education, skills, and experience provide the technical foundation and are essential for a capable machine learning (ML) team, the...- 29409Murphy ≡ DeepGuide
Sketch: A Promising AI Library to Help With Pandas Dataframes Directly in Jupyter
Leveraging the Power of AI Within Jupyter Notebooks- 27290Murphy ≡ DeepGuide
So How Fair Is Your AI, Exactly?
About the challenge of getting the fairness objective right- 29655Murphy ≡ DeepGuide
Chess Recognition Problem: A Deep Dive Solution
An end-to-end solution to solve 2D chess recognition problem.- 21010Murphy ≡ DeepGuide
Summarizing the latest Spotify releases with ChatGPT
Empowering Music Discovery: Summarizing New Releases with ChatGPT or GPT-4 and Spotify API- 23522Murphy ≡ DeepGuide
How to Use Large Language Models (LLM) in Your Own Domains
Canonical and research-proven techniques to adapt large language models to domain specific tasks and the intuition of their effectiveness.- 27769Murphy ≡ DeepGuide
Finding Spelling Bee Pangrams with GPT-4 and SpaCy
The quest to solve the New York Times puzzle- 20792Murphy ≡ DeepGuide
An AI-Powered Analysis of our Postal Service Through Tweets
Delving into Machine Learning, Topic Modeling, and Sentiment Analysis to Uncover Valuable Customer Perspectives- 29631Murphy ≡ DeepGuide
Transformers in depth – Part 1. Introduction to Transformer models in 5 minutes
Understanding Transformer architecture and its key insights in 5 minutes- 25505Murphy ≡ DeepGuide
XAI for Forecasting: Basis Expansion
NBEATS and other Interpretable Deep Forecasting Models- 23797Murphy ≡ DeepGuide
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