Azure Ai: Artificial Intelligence And Machine Learning

Learn to use Azure AI for image analysis, voice, text processing, and machine learning.

What you'll learn

Discover the key features of Azure AI and how to leverage them in real-world projects.

Use Azure AI’s image recognition and text analysis tools to create intelligent solutions.

Implement voice processing and natural language models with Azure.

Develop and deploy applications integrating AI and Machine Learning models on Azure.

Automate and enhance applications with Azure OpenAI and advanced GPT models.

Requirements

No prior experience in AI is required.

A basic understanding of programming concepts and cloud services is helpful but not mandatory.

Access to a computer with an internet connection to use Azure services.

A free or paid Microsoft Azure account to experiment with the tools covered in the course.

Description

Welcome to the Azure AI: Artificial Intelligence and Machine Learning course! Designed for beginners, this comprehensive program introduces you to Microsoft Azure’s powerful AI tools and frameworks for creating innovative and efficient solutions.Throughout this course, you’ll explore how to use Azure AI for image analysis (e.g., object recognition, OCR), voice processing (speech-to-text and text-to-speech), and natural language processing (NLP). By the end, you’ll also be capable of designing and deploying your own machine learning models using Azure Machine Learning.The journey begins with an overview of Azure AI's capabilities and practical applications. You’ll learn how to harness tools like Azure Computer Vision for image recognition tasks and build AI solutions for document processing. In the speech processing module, we cover voice-to-text transcription and speech synthesis, essential for chatbots, virtual assistants, and accessibility tools.The course also focuses on Azure OpenAI integration, enabling you to implement advanced generative AI models for automation and innovation. Additionally, you’ll gain hands-on experience creating custom ML pipelines and deploying scalable solutions using the Azure ML Studio.Whether you're a developer, data scientist, or enthusiast in artificial intelligence, this course equips you with actionable knowledge to apply AI in diverse fields like healthcare, finance, and e-commerce.Join today to unlock the potential of Azure AI, elevate your AI development skills, and bring your projects to the forefront of innovation!

Overview

Section 1: Discover Azure AI

Lecture 1 Navigating Azure AI

Lecture 2 Adopting a Responsible AI Approach

Lecture 3 Creating an Azure Account and Using Examples

Lecture 4 Navigating the Portal and Resources

Lecture 5 Exploring Examples

Section 2: Understanding Image and Text Content

Lecture 6 Discovering Vision Studio

Lecture 7 Identifying People in a Photo

Lecture 8 Indexing an Image

Lecture 9 Processing Text

Lecture 10 Scanning a Form

Lecture 11 Indexing a Video

Section 3: Analyzing Voice

Lecture 12 Discovering Speech Studio

Lecture 13 Transcribing Speech to Text

Lecture 14 Cataloging Voices

Lecture 15 Speaker Recognition

Section 4: Processing Text

Lecture 16 Getting Started with Language Studio

Lecture 17 Detecting Language

Lecture 18 Analyzing Text

Lecture 19 Translating Text

Section 5: Using Azure OpenAI

Lecture 20 Considering ChatGPT Integration

Lecture 21 Launching Azure OpenAI Studio

Lecture 22 Exploring Examples

Lecture 23 Customizing a Model

Lecture 24 Integrating a Prompt into Your Project

Section 6: Enhancing Applications

Lecture 25 Modeling Content

Lecture 26 Detecting Anomalies

Lecture 27 Adapting to Users

Lecture 28 Indexing Data

Lecture 29 Querying Data

Section 7: Implementing Azure Machine Learning

Lecture 30 Discovering Azure Machine Learning

Lecture 31 Getting Familiar with Azure Machine Learning Studio

Lecture 32 Preparing Datasets

Lecture 33 Choosing an Algorithm

Lecture 34 Developing a Predictive Model

This course is for those who want to explore artificial intelligence with Azure, including developers, data scientists, and IT professionals at beginner or intermediate levels.,Ideal for students, self-learners, or professionals looking to expand their skills in AI and Machine Learning.,Suitable for entrepreneurs and tech enthusiasts aiming to integrate AI into their projects.,Recommended for technical teams seeking to adopt Azure AI in their business processes.