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 LightGBM9 min read·Jan 18, 2023--3--3
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 imbalance10 min read·Jan 3, 2023--2--2
PinnedRansaka RaviharainTowards Data ScienceMachine Learning on Snowflakesnowflake is one of the leading data platforms out there. In this article, we will explore the capabilities of its’ snowpark python…9 min read·Dec 26, 2022----
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?4 min read·Oct 19, 2022--1--1
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) problems6 min read·Sep 3, 2022--2--2
Ransaka RaviharaDemystifying LoRA Fine TuningEverything you need to learn about LoRA fine-tuning, from theory, and inner working to implementation.5 min read·Apr 25, 2024----
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.5 min read·Apr 5, 2024----
Ransaka RaviharaCNN Basics Explained: Beginner’s GuideA simple introduction to convolution neural network6 min read·Feb 13, 2024----
Ransaka RaviharainTowards AIBuilding YouTube Recommender System with Video Thumbnails and TitlesBuilding a deep learning-based recommender system for YouTube thumbnails and titles with Python.5 min read·Feb 7, 2024----
Ransaka RaviharainTowards Data ScienceHow to Train BERT for Masked Language Modeling TasksHands-on guide to building language model for MLM tasks from scratch using Python and Transformers library7 min read·Oct 17, 2023----