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PAS

MicroSoft Azure AI Fundamental AI-900 by MicroSoft

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By CapaGenius Categories: PAS
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About Course

Embark on a transformative journey into the world of artificial intelligence with our Microsoft Azure AI Fundamentals program (AI-900). Designed to equip you with essential skills and knowledge, this comprehensive curriculum offers a deep dive into the fundamental concepts and practical applications of AI workloads on the Microsoft Azure platform.

 

Throughout the 8-week program, you will delve into a range of topics, starting with an introduction to AI workloads and progressing through anomaly detection, computer vision, natural language processing (NLP), and responsible AI principles. Each week brings a new opportunity to explore real-world applications, hands-on exercises, and discussions on ethical considerations in AI development and deployment.

 

By the end of the program, you will have gained proficiency in identifying common AI solutions, leveraging Azure tools and services for AI workloads, and implementing responsible AI principles in your projects. The culmination of your learning journey will be a capstone project, where you will design and implement an AI solution to address a real-world problem, showcasing your newfound skills and knowledge.

 

Whether you’re a seasoned professional looking to upskill or a student aspiring to enter the rapidly evolving field of AI, this program offers invaluable insights and practical experience that will set you apart in the competitive job market. Join us and unlock the potential of AI with Microsoft Azure AI Fundamentals.

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Course Content

Week 1 – Introduction to Artificial Intelligence Workloads

  • Overview of artificial intelligence and machine learning concepts
  • Introduction to common AI workloads: anomaly detection, computer vision, natural language processing, and knowledge mining

Week 2 – Anomaly Detection Workloads

  • Understanding the features and characteristics of anomaly detection workloads
  • Exploring real-world applications and use cases of anomaly detection
  • Introduction to Azure services and tools for anomaly detection

Week 3 – Computer Vision Workloads

  • Identifying common types of computer vision solutions: image classification, object detection, optical character recognition (OCR), facial detection, and facial analysis
  • Overview of Azure tools and services for computer vision tasks
  • Hands-on exercises with Computer Vision, Custom Vision, Face, and Form Recognizer services on Azure

Week 4 – Natural Language Processing (NLP) Workloads

  • Understanding key NLP workload scenarios: key phrase extraction, entity recognition, sentiment analysis, language modeling, speech recognition, synthesis, and translation
  • Introduction to Azure tools and services for NLP workloads, including the Language, Speech, and Translator services
  • Practical examples and demonstrations of NLP tasks using Azure services

Week 5 – Responsible AI Principles

  • Introduction to responsible AI principles and considerations
  • Exploring fairness, reliability, safety, privacy, security, inclusiveness, transparency, and accountability in AI solutions
  • Case studies and discussions on ethical considerations in AI development and deployment

Week 6 – Guiding Principles for Responsible AI

  • Deep dive into considerations for fairness, reliability, safety, privacy, security, inclusiveness, transparency, and accountability in AI solutions
  • Practical examples and scenarios illustrating the application of responsible AI principles
  • Best practices for implementing responsible AI in real-world projects

Week 7 – Conversational AI Solutions on Azure

  • Overview of conversational AI solutions, including chatbots and virtual agents
  • Introduction to Azure services for conversational AI, such as Power Virtual Agents and Azure Bot Service
  • Building and deploying a simple chatbot using Azure Bot Service

Week 8 – Capstone Project

  • Integration of concepts learned throughout the course into a comprehensive capstone project
  • Design and implementation of an AI solution addressing a real-world problem
  • Presentation of the capstone project, including demonstrations and discussions on the application of responsible AI principles
₹9,999.00 ₹14,999.00
  • All Levels
  • August 12, 2024 Last Updated
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