How to Integrate the Microsoft Translator API in Your Code
A comprehensive beginner friendly guide- 28405Murphy ≡ 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- 27080Murphy ≡ DeepGuide
Categorize Free-Text Bank Transaction Descriptions Using BERT
I built myself an Expense Tracking Tool- 27201Murphy ≡ DeepGuide
Going Under the Hood of Character-Level RNNs: A NumPy-based Implementation Guide
Due to the recent boom of LLMs, it is imperative to grasp the rudiments of language modeling- 29263Murphy ≡ DeepGuide
Creating a Dutch question-answering machine learning model
NLP Tutorial Natural language processing models are currently a hot topic. The release of ‘Attention Is All You Need’ by Google [1] has spurred the development of many Transformer models like BERT, GPT-3, and ChatGPT which have received a lot- 29054Murphy ≡ 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!- 24154Murphy ≡ DeepGuide
Emojis Aid Social Media Sentiment Analysis: Stop Cleaning Them Out!
Leverage emojis in social media sentiment analysis to improve accuracy.- 21313Murphy ≡ DeepGuide
4 Real-life Problems Solved Using Transformers and Hugging Face – A Complete Guide
Understand Transformers and harness their power to solve real-life problems in Python.- 23972Murphy ≡ DeepGuide
How to Train a Word2Vec Model from Scratch with Gensim
In this article we will explore Gensim, a very popular Python library for training text-based machine learning models, to train a Word2Vec...- 24219Murphy ≡ 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.- 24000Murphy ≡ DeepGuide
Semantic Textual Similarity with BERT
How to use BERT to calculate the semantic similarity between two texts- 23319Murphy ≡ DeepGuide
Monitoring NLP models in production
A code tutorial on detecting drift in text data- 25241Murphy ≡ DeepGuide
"Text search vs. Vector search: Better together?"
Learn how to create a hybrid search setup to enjoy both text and vector search- 29486Murphy ≡ DeepGuide
Step by Step Basics: Text Classifier
An Instructional Guide and Flow Diagram for Building a Supervised Machine Learning Text Classifier in Python- 27882Murphy ≡ DeepGuide
Natural Language Processing Is about More than Chatbots
Our weekly selection of must-read Editors' Picks and original features- 21539Murphy ≡ DeepGuide
Teaching CLIP Some Fashion
Training FashionCLIP, a domain-specific CLIP model for Fashion- 20569Murphy ≡ DeepGuide
The Power of Transformers in Predicting Twitter Account Identities
How to Use State-of-the-Art Models for Accurate Text Classification- 29296Murphy ≡ DeepGuide
Multimodal Chain of Thoughts: Solving Problems in a Multimodal World
The world is not only text: How to extend the chain of thoughts to image and text?- 29167Murphy ≡ DeepGuide
A Decade of Knowledge Graphs in Natural Language Processing
An overview of the research landscape combining structured and unstructured knowledge in NLP- 21564Murphy ≡ DeepGuide
GPT-4 vs. ChatGPT: An Exploration of Training, Performance, Capabilities, and Limitations
GPT-4 is an improvement but temper your expectations.- 22207Murphy ≡ 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