- Видео 14
- Просмотров 10 716
All About Analytics
США
Добавлен 27 май 2012
I have spent 22 years of my IT career generating insights from Data. I want to share my experiences and the best practices on using the latest and greatest technologies in the areas of Data Analytics and AI with my viewers. Hope we all learn from each other. The opinions and suggestions presented in this channel are my personal ones and do not reflect those of Microsoft or any other entity. Any artifacts demonstrated are for my viewer's education and not meant to be prescriptive solutions for theenterprise production needs.
Create AI Applications using Prompty and Prompt flows.
Use AI Studio/AI Project and connects with code and prompt flows. Prompty extension and prompt flows extension is demonstrated
Просмотров: 70
Видео
AILandingZoneCreationwithTerraform
Просмотров 313 месяца назад
Create Azure landing zone with Terraform. following is the github repo. github.com/sramayanam/ailandingzone
AI Landing Zone Basics
Просмотров 1193 месяца назад
This is an introduction of Azure AI Landing Zone. This video covers tools and components required to build a successful generative ai application.
AzureOpenAIAssistants
Просмотров 1828 месяцев назад
Azure OpenAI Assistants (Preview) allows you to create AI assistants tailored to your needs through custom instructions and augmented by advanced tools like code interpreter, and custom functions. In this article we'll provide an in-depth walkthrough of getting started with the Assistants API.
DatasciencewithMicrosoftFabric
Просмотров 859 месяцев назад
Detect Fraud using Microsoft Fabric. We explore various algorithms for classification and capture models, data schemas used as part of experimentation utilizing MLFlow in Fabric. We also perform automl utilizing Fabric Spark MLLIB (SynapseMl). The notebooks used for this video are at this link. github.com/sramayanam/FabricML.git
Microsoft AI Search Vector Databases - HighQuality Video
Просмотров 1499 месяцев назад
Microsoft AI Search Vector Databases - HighQuality Video
Microsoft AI Search Index - Vector Search
Просмотров 9 тыс.9 месяцев назад
Azure AI Search Index provides a mechanism to search and retrieve text that uses vector embeddings for the search scenarios. Hybrid search is the ability to query text and vectors simultaneously. In this session, we explore the hybrid search abilities with in AI search index after exploring basics of building vectors using Azure OpenAI embeddings. The materials used for this course are at this ...
Microsoft AI PromptFlows Part2
Просмотров 689 месяцев назад
The code and links presented in the video are at the following Github Location. github.com/sramayanam/PfAzopenaiandvectordb.git
Microsoft AI PromptFlows Part4
Просмотров 449 месяцев назад
The materials associated with this project are at the github.com/sramayanam/PfAzopenaiandvectordb.git location
Microsoft AI PromptFlows Part 3
Просмотров 319 месяцев назад
The code and links presented in the video are at the following Github Location. github.com/sramayanam/PfAzopenaiandvectordb.git
Microsoft AI PromptFlows Part 1
Просмотров 2039 месяцев назад
The code and links presented in the video are at the following Github Location. github.com/sramayanam/PfAzopenaiandvectordb.git
Microsoft Fabric - Session 3 - Data Pipeline Copy Task - Monitoring Hub
Просмотров 8910 месяцев назад
In this session we learn about no code Copy activity experience in the Data pipeline and also an introduction to monitoring all the tasks we have done so far. github.com/sramayanam/FabricArtifacts
Microsoft Fabric DE - Session 2 - Data Factory - DataFlowGen2 Pipelines - OnPrem connectivity
Просмотров 7610 месяцев назад
Data flow Gen2 provides a rich power query interface to connect the source data sets to the target Lake house. One could typically perform various transformations across different layers of the lakehouse with the low code Mash up language interface or Drag and Drop
Microsoft Fabric DE - Session 1 - Data Factory - Data pipelines with Spark Notebooks
Просмотров 20110 месяцев назад
This video contains a demo of running Data pipelines in Microsoft Fabric that loads the data from a PostgreSQL database to Microsoft Fabric Lake house. Spark notebooks that are part of the notebook activity loads the data from the source PostgreSQL system to Tables in Microsoft Fabric. github.com/sramayanam/FabricArtifacts