PinnedDina 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
PinnedDina BavliinTowards Data ScienceIdentifying Influencers on Social Media: A Guide to Social Network Analysis Using PythonUsing metrics like in-degree, out-degree, modularity, and betweenness centrality to identify key players in an online networkDec 30, 20221Dec 30, 20221
PinnedDina BavliinTowards Data ScienceNLP and Customer Funnel: Using PySpark to Weight EventsLeveraging NLP and PySpark to Enhance Marketing Funnel Analysis and Optimization. A Practical Guide to Analyzing and Improving the Customer…Dec 19, 2022Dec 19, 2022
Dina BavliRAG Basics: Basic Implementation of Retrieval-Augmented Generation (RAG)A Detailed Exploration of Rag basic Structure22h ago22h ago
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
