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⚡ AI Lessons

Medium · NLP
📐 ML Fundamentals
⚡ AI Lesson
7h ago
Deep Learning Basics
This article serves as a reader’s companion to the relevant section in Oxford Handbook of Computational Linguistics. Continue reading on Medium »

Medium · NLP
🔍 RAG & Vector Search
⚡ AI Lesson
9h ago
RAG6-Stoll-CPS&RAG
Case Reports Unlocked: A Technical Reading Note on RAG for Child Protective Services Case Narratives Continue reading on Medium »

Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
12h ago
What I Learned Building a Sinhala Dataset from Scratch: The Reality of OCR errors & Manual…
The reality of months of manual cleaning, OCR errors, and scanned PDFs from the 1980s Continue reading on Level Up Coding »

Medium · NLP
📐 ML Fundamentals
⚡ AI Lesson
12h ago
Building RenAIssance: An End-to-End OCR Pipeline for Historical Documents
Why this project exists Continue reading on Level Up Coding »
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
14h ago
Building a Production-Ready Embedding Service: From SentenceTransformer to Native Transformers
Building a Production-Ready Embedding Service with Hugging Face Transformers Continue reading on Medium »

Medium · NLP
⚡ AI Lesson
16h ago
Sentiment Analysis of Google Play Store App Reviews with Deep Learning
Background Continue reading on Medium »

Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
17h ago
Natural Language Processing (NLP) for Business: From Chatbots to Document Intelligence
A practical guide to what NLP actually does, which technique solves which problem, and how to evaluate the tools claiming to do it. Continue reading on Medium »

Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
17h ago
Natural Language Processing (NLP) for Business: From Chatbots to Document Intelligence
A practical guide to what NLP actually does, which technique solves which problem, and how to evaluate the tools claiming to do it. Continue reading on Towards

Medium · NLP
⚡ AI Lesson
18h ago
Panduan End-to-End Membangun Sistem Rekomendasi Loker Menggunakan Word-Embeddings
Implementasi Natural Language Processing (NLP) tingkat lanjut menggunakan Python dan Cosine Similarity untuk mencocokkan Skill dan… Continue reading on Medium »

Medium · NLP
⚡ AI Lesson
19h ago
Membangun AI Analisis Tren Pasar dari Berita CNBC Indonesia Menggunakan NLP, Machine Learning, dan…
Studi kasus implementasi analisis sentimen berita ekonomi Indonesia menggunakan dataset CNBC Indonesia, lengkap dengan deployment… Continue reading on Medium »

Medium · NLP
📣 Digital Marketing & Growth
⚡ AI Lesson
20h ago
7 Neuro-Linguistic Programming Techniques for Negative Thoughts
By Samina Khan Continue reading on Medium »

Medium · NLP
⚡ AI Lesson
20h ago
Clasificación de sentimientos en reseñas de películas con NLP y Naive Bayes
En esta práctica se ha desarrollado un modelo de clasificación de sentimientos aplicado a reseñas de películas. El objetivo era trabajar… Continue reading on Me
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
23h ago
How Are Large Language Models Supporting Natural Language Processing Applications?
The rapid advancement of artificial intelligence has significantly transformed how computers understand and generate human language… Continue reading on Medium
Medium · NLP
📐 ML Fundamentals
⚡ AI Lesson
1d ago
Recurrent Neural Networks (RNN), Long Short-Term Memory (LSTM), and Gated Recurrent Units (GRU) in…
Understanding Sequential Data and Recurrent Neural Networks (RNN) Continue reading on Medium »

Medium · NLP
📐 ML Fundamentals
⚡ AI Lesson
1d ago
Demystifying Sequence Models: A
Deep Dive into RNNs, LSTMs,
BRNNs, and GRUs
From vanishing gradients to memory gates — understanding the neural architectures that power modern time-series and natural language… Continue reading on Medium
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
1d ago
You don’t always need a frontier model
Frontier LLMs are expensive, slow, and prone to hallucination. For many NLP tasks, using a fine-tuned BERT model is a better choice. Continue reading on Medium

Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
1d ago
Do LLMs Actually Understand Sarcasm, or Just Pattern-Match It?
Lessons from building a Turkish sarcasm detector that cheated and got caught. Continue reading on Towards AI »

Medium · NLP
⚡ AI Lesson
1d ago
Duygu Analizinde Doğru Model Yoktur, Doğru Kullanım Durumu Vardır
Bir gün elinize 50.000 satırlık müşteri yorumu geliyor ve yöneticiniz “bunların kaçı olumlu, kaçı olumsuz, hemen öğrenmemiz lazım” diyor… Continue reading on Me
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
1d ago
Do We Need Vector Databases for RAG
Every RAG tutorial starts the same way. Chunk your documents, embed them, push the embeddings into a vector database, then do similarity… Continue reading on Me

Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
1d ago
SwissText 2026: What We Learned at Switzerland’s Annual NLP Conference
A full room for the TR Labs talk on evaluating agentic AI — Campus Oerlikon, University of Zurich. Continue reading on Thomson Reuters Labs »

Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
1d ago
The Ultimate Guide to LLM Fine-Tuning: Full Fine-Tuning, Parameter-Efficient Fine-Tuning (PEFT)…
Build an intuitive understanding of LLM fine-tuning from model weights and matrix decomposition to the mathematics behind Full Fine-Tuning… Continue reading on

Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
1d ago
I Built the First Open-Source RAG Evaluation Library for Indian Languages — As a Fresh Graduate
How I went from an idea to a published Python library with 4 contributors in 48 hours — and why India’s AI ecosystem needs this. Continue reading on Medium »

Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
1d ago
Demystifying Audio Annotation: A Deep Dive into LabelBuddy
Ioannis Prokopiou — Athens University of Economics and Business, Orfium | gian.prokopiou@aueb.gr Continue reading on Medium »

Medium · NLP
⚡ AI Lesson
1d ago
Why Clients Stay Emotionally Stuck Even When They Know What To Do
Why Clients Stay Emotionally Stuck Even When They Know What To Do Continue reading on Medium »
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