Build Solutions With Azure Ai Engineer Associate

Become an Azure AI Rockstar: Build Cutting-Edge AI Solutions with REST APIs & SDKs

What you'll learn

Interact with Azure AI services using REST APIs and SDKs

Build secure and scalable image processing pipelines for tasks like object detection, facial recognition, and content moderation

Craft intelligent video analysis solutions to extract insights from video data

Harness the power of natural language processing (NLP) to perform tasks like sentiment analysis, text summarization, and chatbot development

Unlock the potential of knowledge mining to uncover hidden patterns and relationships within large datasets

Explore the fascinating world of generative AI and create applications that can generate realistic text, images, and even code!

Monitor Azure AI services

Deploy Azure AI services in containers

Analyze, classify, detect, read text images with AI vision service

Create question answering solutions with Azure AI Language

Use OPEN AI to build the best prompts

Translate text with Azure AI Translator service

Create speech-enabled apps with Azure AI services

Translate speech with the Azure AI Speech service

Create an Azure AI Search solution

Plan an Azure AI Document Intelligence solution

Extract data from forms with Azure Document Intelligence

Get started with Azure OpenAI Service

Apply prompt engineering with Azure OpenAI Service

Generate code with Azure OpenAI Service

Generate images with Azure OpenAI Service

Implement Retrieval Augmented Generation (RAG) with Azure OpenAI Service

Requirements

If you can follow my AI intro course you will ready to fly with AI airlines

Basic understanding of programming concepts

Familiarity with cloud computing fundamentals is a plus

knowledge on using REST-based APIs

Description

Become an Azure AI Rockstar: Build Cutting-Edge AI Solutions with REST APIs & SDKsThis course is designed to LAUNCH you into the stratosphere of Azure AI! Leveraging the power of the in-demand AI-102 curriculum, we'll equip you to craft next-level AI solutions using cutting-edge Representational State Transfer (REST) APIs and Software Development Kits (SDKs).We will use OpenAI Studio to create our deployments and Explore types of generative AI models (ChatGPT API)Use prompts to get completions from models and use OpenAI Studio's playgroundsGenerate code with Azure Open AI serviceIn this course I will use C# but you will have the code for Python !Here's what you'll dominate:Image & Video Processing Powerhouse: Master the art of extracting insights from visual data. Build applications that can analyze images and videos for real-world applications.Natural Language Processing (NLP) Wizardry: Unleash the power of language! Craft intelligent systems that understand and respond to human communication.Knowledge Mining Guru: Become a data detective! Unearth hidden patterns and relationships within massive datasets.Generative AI Mastermind: Shape the future! Explore the fascinating world of generative AI and create groundbreaking content.But wait, there's more! We'll also dive deep into:Secure Development Best Practices: Build robust and trustworthy AI solutions.Azure AI Services Integration: Seamlessly leverage the full spectrum of Azure's AI offerings.Are You Ready to Level Up?This course is designed for those with a foundational understanding of AI concepts. Ideally, you'll have completed the AI-900 Azure AI Fundamentals certification or possess equivalent knowledge.By the end of this course, you'll be a bonafide Azure AI champion, capable of building and deploying real-world AI solutions across various domains.Get ready to unlock your full potential and become an unstoppable force in the ever-evolving world of AI!

Overview

Section 1: Introduction

Lecture 1 Introduction

Section 2: Prepare Yes

Lecture 2 Ok let's prepare the labs

Section 3: What is AZURE AI

Lecture 3 So what is AZURE AI

Lecture 4 And here is a list of some definitions

Lecture 5 And more some more definitions I love it

Section 4: First test to connect and test our REST API

Lecture 6 OUaaaa so let's call Language detection API

Section 5: Azure AI security and Key VAULT

Lecture 7 And what about security

Lecture 8 Let's configure Azure Key Vault

Section 6: Monitor Azure AI Services

Lecture 9 Monitor ! Monitor ! Monitor !

Section 7: Create your containers

Lecture 10 Really I can take AZURE AI and run it locally !!!!???

Section 8: Azure AI VISIONS

Lecture 11 What is Azure AI Visions. Azure has eyes ?

Lecture 12 Let' Go let me try it !!

Lecture 13 Let' Go let me try it and finish this lab !

Lecture 14 And what is image classification

Lecture 15 Show me how to classify images I need a shop with fruits !

Lecture 16 Ok so far so good but what is Object detection

Lecture 17 I love IT show me how to detect object

Lecture 18 I love IT show me how to detect object and let's finish the lab

Lecture 19 Ok and what about FACE AI service

Lecture 20 Ok finally the last service Video indexers ready to be surprised !

Section 9: Azure AI Language

Lecture 21 Analyze text with Azure AI language

Lecture 22 Ok Azure i have many info for my Hotel help me

Section 10: Create question answering solutions

Lecture 23 Bla bla bla

Lecture 24 OK so my agency or my hotel need a BOT so go !

Lecture 25 OK so my agency or my hotel need a BOT so go ! and finish the work

Section 11: Build a conversational language

Lecture 26 Extract meaning from natural language please close the light …

Lecture 27 Ok I have a nice APP my super clock APP and resolve the issue

Section 12: Azure AI text classification

Lecture 28 Ok let's classify our documents

Lecture 29 Understand custom named entity recognition Yes We can

Section 13: Translate text

Lecture 30 Hello Guten Morgen Bom dia Buong

Lecture 31 Can you translate from french to arabic Yes of course

Lecture 32 And Speech to text and Text to Speech Hope that i will here somebody …

Lecture 33 And can you also translate as I need to go to Japan

Lecture 34 Ok show me please the first option

Lecture 35 Ok show me please the second option

Section 14: Azure AI search

Lecture 36 Search Search Yes please show me the power of AI search

Lecture 37 Ok now it's time for lab !!

Section 15: OPEN AI ChatGPT

Lecture 38 Coming soon

Software engineers concerned with building, managing and deploying AI solutions that leverage Azure AI Services, Azure AI Search, and Azure OpenAI.,They are familiar with C# or Python,Programmers Eager to Apply AI,Cloud Curious with an AI Focus,Anyone Who Wants to Be an Azure AI Rockstar