Aiswarya RamachandraninArtificial Intelligence in Plain EnglishCreating an Youtube Q&A Bot with LlamaIndex and LLAMA 2Step-by-Step guide on using Open Source LLM’s like LLAMA 2 with LlamaIndex for building a Streamlit Bot ·6 min read·Sep 26, 2023--1--1
Aiswarya RamachandranHarnessing the Power of Open AI’s Speech-to-Text Whisper Model on Apple M1 Chip using CoreMLA step-by-step guide to use Whisper Models with real-time speech to text conversion on Apple Silicon machine on-prem·6 min read·Jun 10, 2023--2--2
Aiswarya RamachandranImage Classification on Azure with Dagshub Direct Data AccessTraining an Image Classification Model on Azure without storing data on-prem using Dagshub Direct Data Access and Azure ML SDK·10 min read·Nov 13, 2022--1--1
Aiswarya RamachandranAspect Mining Using Zero Shot ClassificationEvaluation of how Zero-Shot Learning can help in detecting Aspects in Reviews with using Labelled Data6 min read·Nov 11, 2022--1--1
Aiswarya RamachandraninAnalytics VidhyaBuilding ML Pipelines in Azure using Python SDK — Part 1Introduction to MLOps using AzureML SDK·7 min read·Jul 8, 2021----
Aiswarya RamachandraninNerd For TechCo-Author Network Analysis Using DeepWalkAll Knowledge is Connected. One of the things, I realised early in my journey as a Data Analyst was that new concepts are learnt more…·5 min read·Jun 15, 2021----
Aiswarya RamachandraninNerd For TechStay Hungry Stay Foolish — Learnings from my Analytics JourneyThe only constant rule about this world is it is always changing and to survive you need to be growing and adapting to the changing world…5 min read·Mar 26, 2021--1--1
Aiswarya RamachandraninAnalytics VidhyaBuilding a Movie Recommendation Using FAISSRecommendation systems are the key building blocks of companies like Amazon, Flipkart, Netflix, Facebook etc. The goal of a recommendation…·7 min read·Jan 27, 2021----
Aiswarya RamachandraninAnalytics VidhyaNLP Guide: Identifying Part of Speech Tags using Conditional Random FieldsPOS tagging is the process of marking up a word in a corpus to a corresponding part of speech tag, based on its context and definition…·6 min read·Oct 5, 2018--8--8
Aiswarya RamachandraninAnalytics VidhyaMachine Learning to Predict Taxi Fare — Part Two: Predictive ModellingModel Evaluation, Model Tuning·8 min read·Sep 21, 2018----