Dina BavliBeyond the Hype: Effective Implementation of Retrieval-Augmented Generation (RAG)A Detailed Exploration of Structure, Challenges, and Advanced Implementation6d ago6d ago
Dina BavliBuilding a Dynamic Q&A System with RAG: A “Little Women” ExplorationLeveraging LangChain, FAISS, and Hugging Face Transformers to Explore Retrieval-Augmented Generation (RAG) with a Classic NovelJul 21Jul 21
Dina BavliRAG Basics: Basic Implementation of Retrieval-Augmented Generation (RAG)A Detailed Exploration of Rag basic StructureJul 17Jul 17
Dina BavliThe Evolution of NLP: From Embeddings to Transformer-Based ModelsA Deep Dive into the Transformer Architecture, Attention Mechanisms, and the Pre-Training to Fine-Tuning WorkflowJul 8Jul 8
Dina BavliMore Than Words: An Introduction to NLPDecoding NLP: A Beginner’s Guide to Key ConceptsJun 17Jun 17
Dina BavliIntuitive Insights into Data Science, NLP, and Large Language ModelsSimplifying the Essentials of Data Science, Machine Learning, NLP, and LLMsJun 17Jun 17
Dina BavliinTowards Data ScienceSensitivity in Predictive Modeling: A Guide to Buying Paying Customers with Less TrafficDiscover a cost-effective ad campaign strategy by defining and evaluating model sensitivity, with Python implementation.Feb 20, 2023Feb 20, 2023
Dina BavliFeatures, SNA, and NLP: A Deeper Dive into Data ScienceUnderstanding feature selection and the use of SNA and NLP in feature engineering.Feb 8, 2023Feb 8, 2023
Dina BavliInto The Woods: Exploring the Depths of Data ScienceNavigating the Forest of Data Science: A Beginner’s Guide to Exploring the Data Science Pipeline, Machine Learning, Deep Learning, Active…Feb 1, 2023Feb 1, 2023
Dina BavliinGeek CultureDown the Rabbit Hole of Event Prediction: A Guide to Time-Related Event Analysis and BeyondUnderstanding churn, purchase, time series, failure, and survival analysisJan 26, 20231Jan 26, 20231