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Microsoft

AI Fundamentals

Microsoft via Udacity

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Overview

Start your journey into artificial intelligence by exploring its core concepts and terminology. This course introduces the key areas of AI, including machine learning, computer vision, and natural language processing.

Syllabus

  • Welcome to the AI Fundamentals Program
    • Welcome! We're so glad you're here. Join us in learning a bit more about what to expect and ways to succeed.
  • Introduction to AI Fundamentals with Azure
    • Meet your instructors, get an overview of the course, check out the prerequisites, and get an introduction to the development of AI and ML.
  • AI and ML Core Concepts
    • Review the key terms and concepts related to artificial intelligence and machine learning, including responsible AI and responsible ML.
  • Machine Learning
    • Train and evaluate models using Azure Machine Learning, using its Automated Machine Learning capabilities as well as the Azure Machine Learning designer.
  • Computer Vision
    • Use Azure Cognitive Services to handle key workloads in computer vision: object detection, image classification, face detection, text analysis, and processing forms.
  • Natural Language Processing
    • Analyze text and speech for intent, and translate text and speech between languages.
  • Conversational AI
    • Create a knowledge base in question-and-answer format and create a bot based off of that knowledge base.

Taught by

Ciprian Jichici, Daron Yondem, Kevin Feasel and Kyle Bunting

Tags

Reviews

5.0 rating, based on 2 Class Central reviews

4.4 rating at Udacity based on 137 ratings

Start your review of AI Fundamentals

  • Profile image for Felipe Dina Pereira
    Felipe Dina Pereira
    Ótimo, recomendo. Aprendi em pouco tempo os fundamentos e já vou aplicar em outro curso. Tenho certeza que será de grande valia futura.
  • Profile image for Fares Dandis
    Fares Dandis
    دورة رائعة جدًا للمبتدئين في عالم الذكاء الاصطناعي! الشرح واضح وبسيط، والمحتوى منظم بشكل ممتاز. تعلمت مفاهيم أساسية مثل الـ Machine Learning، Computer Vision، NLP، والخدمات الخاصة بـ Azure AI بطريقة سهلة وممتعة. المدرسون يقدمون الأمور بأسلوب عملي، والأمثلة واقعية. أنصح بها بشدة لأي شخص يريد دخول مجال الـ AI بدون تعقيد. 5 نجوم بجدارة!
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