PinnedUsha RengarajuTime Series Forecasting using Zerve AI and PatchTST modelTime series forecasting is a crucial tool in the world of data analytics and machine learning. It involves predicting future values based…Feb 27Feb 27
Usha RengarajuHarnessing the Power of Snowflake Cortex AI for Training Large Language ModelsIn the rapidly evolving landscape of artificial intelligence, training large language models (LLMs) has become a cornerstone for advancing…Jul 7Jul 7
Usha RengarajuCreating a RAG-Based Chatbot for Autism Using Snowflake Cortex and Snowflake Artic: A Step-by-Step…In this guide, we will explore how to harness the power of Snowflake Cortex AI to create a Retrieval-Augmented Generation (RAG) based…Jul 6Jul 6
Usha RengarajuCombining Semantic Search with Elastic Search to improve search efficiency for Accessibility &…Traditional search engines rely on keyword matching, often missing the user’s intent. This example explores how semantic search, combined…Apr 26Apr 26
Usha RengarajuMultilingual Audio based Farmer’s helper bot with Intel’s OpenVINO and GemmaOpen-sourcing large language models (LLMs) boosts global access to AI technology. Although unlikely, it’s possible that the next big AI…Apr 15Apr 15
Usha RengarajuFine-tuning Gemini Pro for Text Emotion classification[AI for Autism]Autism Spectrum Disorder (ASD) is a cognitive disease characterized by communication and exchange difficulties. One obstacle which people…Apr 51Apr 51
Usha RengarajuBanking-ASR: Enhancing Speech Recognition with Intel oneAPIIn today’s digital age, automatic speech recognition (ASR) has emerged as a pivotal element in voice-driven applications. This project…Mar 12Mar 12
Usha RengarajuFarmers helper bot using Intel oneAPI , Gemma-2B and Gemini ProMaking large language models (LLMs) open source greatly enhances the accessibility of AI technology worldwide. While it’s improbable, it’s…Mar 7Mar 7
Usha RengarajuFace Emotion Recognition using Intel oneAPI and Keras [AI for Autism]Autism Spectrum Disorder (ASD) is a developmental disorder characterized by difficulties in social interaction, communication, and…Mar 4Mar 4
Usha RengarajuText emotion classification using Intel oneAPI , Gemma and Gemini Pro [AI for Autism]Autism Spectrum Disorder (ASD) is a complex neurodevelopmental condition characterized by challenges in social communication and…Mar 4Mar 4
![Fine-tuning Gemini Pro for Text Emotion classification[AI for Autism]](https://miro.medium.com/v2/resize:fill:160:106/0*Iw-PgrpBiMfpFDeg.jpg)
![Fine-tuning Gemini Pro for Text Emotion classification[AI for Autism]](https://miro.medium.com/v2/resize:fill:320:214/0*Iw-PgrpBiMfpFDeg.jpg)
![Face Emotion Recognition using Intel oneAPI and Keras [AI for Autism]](https://miro.medium.com/v2/resize:fill:160:106/0*F2Plf5NHdLozY8YF.jpeg)
![Face Emotion Recognition using Intel oneAPI and Keras [AI for Autism]](https://miro.medium.com/v2/resize:fill:320:214/0*F2Plf5NHdLozY8YF.jpeg)
![Text emotion classification using Intel oneAPI , Gemma and Gemini Pro [AI for Autism]](https://miro.medium.com/v2/resize:fill:160:106/1*g0Wfhle_UqCID7IhaYwv9Q.jpeg)
![Text emotion classification using Intel oneAPI , Gemma and Gemini Pro [AI for Autism]](https://miro.medium.com/v2/resize:fill:320:214/1*g0Wfhle_UqCID7IhaYwv9Q.jpeg)
