Gavita Regunath is a passionate data scientist with Advancing Analytics, a mother, wife, mentor, and addicted to learning new things. In her spare time, she loves spending time with her family and enjoys fulfilling her STEM role, where she delivers AI and machine learning lessons to primary school children.
Gavita Regunath's Sessions
Automated Machine Learning on AzureSQLBits 2023
AutoML which stands for Automated Machine Learning empowers data teams to quickly build and deploy machine learning models. It aims to reduce the time and expertise required to generate a machine learning model by automating the heavy lifting of preprocessing, feature engineering, model creation, tuning and evaluation. When it comes to machine learning in Microsoft Azure, there are two main options for running your AutoML: (1) Azure Machine Learning Service and (2) Azure Databricks. This session will aim to introduce how to develop ML models using AutoML on both platforms, as well as the features of each and why you would choose one over the other.
How to get started with Computer Vision AutoML in AzureSQLBits 2023
In this talk, we will be leveraging Azure computer vision. The Azure Computer Vision is part of Azure Cognitive Services that provides pre-built, advanced algorithms that process and analyse images. If you want to get started with computer vision but do not know where to start, then this talk will give you a good starting point to jumpstart your computer vision journey. You will leave this talk with an understanding of how to build and deploy your own computer vision models using Azure computer vision.
Keynote by The CommunitySQLBits 2023
Ben and Rob have found some wonderful folk to actually do the important parts of the community keynote. on the theme of How to be a nonpassive member of the data community
AutoML: An Introduction To Get You StartedSQLBits 2022
Understand how to get started with any machine learning project using Databricks AutoML