PinnedRansaka RaviharainTowards Data ScienceUsing Llama 3 for Building AI AgentsComprehensive guide to building AI Agents with Llama 3 function calling capabilities.Jul 313Jul 313
PinnedRansaka RaviharainTowards Data ScienceHow to Implement Learning to Rank Model using PythonThe step-by-step guide on how to implement the lambdarank algorithm using Python and LightGBMJan 18, 20234Jan 18, 20234
PinnedRansaka RaviharainTowards Data ScienceSMOTE and Other Options: A Comprehensive Guide to Handling Imbalanced DataThe guide on when to use and when not to use synthetic data to tackle the class imbalanceJan 3, 20232Jan 3, 20232
PinnedRansaka RaviharainTowards Data ScienceQuick and Easy Way to Debug SageMaker PipelinesAre you working with SageMaker, struggling with numerous errors, and looking for hassle-free ways to debug and test your pipelines?Oct 19, 20221Oct 19, 20221
PinnedRansaka RaviharainTowards Data ScienceLearning to Rank for Product RecommendationsThis article will go through how to use the popular XGBoost library for Learning-to-rank(LTR) problemsSep 3, 20223Sep 3, 20223
Ransaka RaviharainTowards Data ScienceBuilding LLM-Powered Coding Assitant for GitHub: RAG with Gemini and RedisHow I build a GitHub repository assistant capable of answering user issuesAug 122Aug 122
Ransaka RaviharaDemystifying LoRA Fine TuningEverything you need to learn about LoRA fine-tuning, from theory, and inner working to implementation.Apr 25Apr 25
Ransaka RaviharaAsk questions from the database and save results as files using OpenAI API and LangChainComprehensive guide to building an end-to-end natural language to SQL pipeline using langchain framework.Apr 5Apr 5
Ransaka RaviharaCNN Basics Explained: Beginner’s GuideA simple introduction to convolution neural networkFeb 13Feb 13
Ransaka RaviharainTowards AIBuilding YouTube Recommender System with Video Thumbnails and TitlesBuilding a deep learning-based recommender system for YouTube thumbnails and titles with Python.Feb 7Feb 7
