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  • Building Intelligent Apps - Learn to Build Intelligent with Microsoft AI Tools and Services

Building Intelligent Apps - Learn to Build Intelligent with Microsoft AI Tools and Services

Overview

Developers and IT professionals who want to learn how to create intelligent apps with Microsoft's AI tools and services should take this training course. The course offers a thorough rundown of all the AI services that are offered within the Microsoft ecosystem, with a focus on Azure. It illustrates how these can be applied to give applications more sophisticated intelligence. Participants will investigate how to integrate AI capabilities into their app development workflows, such as computer vision, natural language processing, and predictive analytics.

 

  • Overview of Microsoft AI Services
  • Building with Azure Cognitive Services
  • Custom AI Models with Azure Machine Learning
  • Integrating AI with Bots and Virtual Agents
  • AI Solutions for Real-World Scenarios

  • Data Scientist
  • Data Engineer
  • AI Engineer

Introduction to Azure AI and Explore Core Data Concepts
  • Understand considerations for AI Engineers
  • Introduction to Generative AI: (supplement)
  • Understand considerations for responsible AI
  • Understand the capabilities of Azure Machine Learning
  • Understand the capabilities of Azure AI Services
  • Understand the capabilities of Azure Cognitive Search
  • Explore core data concepts

Run, Process, and scale AI-powered, intelligent apps on Azure.
  • Provision and manage Azure AI Services
  • Process and translate the text with Azure AI Services
  • Create conversational AI solutions
  • Create computer vision solutions with Azure AI Vision
  • Introductions to Azure Data Servies
  • Introduction to Azure SQL bases

Powering Intelligent Apps with Azure Cosmos DB
  • Get started with Azure Cosmos DB for NoSQL
  • Unraveling Multi-Model Databases and Cosmos DB
  • Connect to Azure Cosmos DB for NoSQL with the SDK
  • Optimize query and operation performance in Azure Cosmos DB for NoSQL
  • Search Azure Cosmos DB for NoSQL data with Azure Cognitive Search

Develop Generative AI solutions with Azure OpenAI Service.
  • Types of Generative AI Models : (supplement)
  • Foundation Models & LLMS :  (supplement)
  • Get started with Azure OpenAI Service
  • Build natural language solutions with Azure OpenAI Service
  • Apply prompt engineering with Azure OpenAI Service
  • Generate code with Azure OpenAI Service
  • Use your data with Azure OpenAI Service

Azure Cognitive Search will power vectors in Azure.
  • Introduction to Vector Database and Embedding
  • Explore knowledge mining with Azure
  • Implement knowledge mining with Azure Cognitive Search
  • Implement Vector Search with Azure Cognitive Search

Explore the Azure Machine Learning workspace
  • Exploring Azure ML workspace
  • Work with data in Azure Machine Learning 
  • Automate machine learning model selection with Azure Machine Learning
  • Train models with scripts in Azure Machine Learning
  • Work with data LLM fine-tuning with Azure Machine Learning 
  • Prompt flow  Azure Machine Learning
  • Introductions to Azure Databricks

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StudentsFeedback
Emanuel Paun

United State

Mohammad was an amazing professor. I do not have a strong networking background and Mohammad was very patient in teaching me the basics in topics like wireless. The way he taught (hands on/labs) really helped solidify everything we learned through the 5 days of classes. I have nothing but positive feedback for the way he taught these course and his personality was amazing. 10/10 professor.

Shreyas Deshpande

India

The training helped me connect dots and taught me a lot new concepts as well. The instructor is very knowledgeable in the subject and the demonstrations are very helpful for me to understand issues, and related solutions. I really appreciate and enjoyed the lectures and learning from instructor. Thank you very much!

Yeiner Carrillo

United State

The  BGP class was very interactive and pleasant, I personally liked the instructor's methodology. Thankyou 

James Ferrell

United State

Very cordial and great expertise,Courteous, knowledgeable, detail orientated Mohammed was an awesome instructor. very knowledgeable. 

Jason Pope

United State

The instructor was an outstanding; very personable and presented the material well. I liked the fact that he worked with us on the daily schedule which helped us take care of some crucial tasks here at the end of the year.

Paul Martinez

United State

Mohammed was great, super flexible and took my pervious experience into account. His adaptability made the learning sessions engaging, and his consideration of my background knowledge significantly enhanced the learning process. Overall, a fantastic experience with a teacher who understands how to make learning both effective and enjoyable."

Asadullah Osmani

Afghanistan

Gurfan, is a very Knowledgeable instructor and delivered the material professionally and was welling to explain and help with questions during the session.Great instructor vert knowledgeable and knew the topic very well and he very knowledgeable , i do recommend others to take courses with him.

Pramod Vidwat

India

Has a good knowledge on the subject and more important we had a lot of labs to practice and get the concepts cleared.

Helder

Mozambique

Is a great instructor, explains very well about the classes, very attentive, dynamic and very motivated, I learned a lot from him and I always hope to count on him during my I.T. careers, he is a excellent teacher.

Hirofumi Takemi

Japan

It was an excellent course and I was very lucky to have you as my trainer. Thanks a lot. Hope to see you again somewhere sometime.

Stevenson Kiteculo

Africa

What to say about the coach, I don't know where to start but I tell you, you have a big picture in your company, he helped me even in having motivation that everything is possible when you believe. He is a great teacher and a great person congratulations on you having him.It was a great pleasure to have you as a teacher, in fact he marked my life and I really want to be able to count on your future help, especially the teacher because thanks to him I was able to motivate myself and smile thinking about a great career all this was possible thanks to the efforts , attention and dedication he had to help me thank you very much

Mark Powell

United States

I learned a lot. His method of teaching and the way he made sure I understand everything will prove well for me passing my test.

Emmanuel A Bankole

Angola

I really appreciate this training, it has really impacted great knowledge and you are cool and perfect instructor if I have to be honest.