Course curriculum

    1. A message from the instructor

    2. How to use this course

    3. Quiz Your Way to Exam Mastery

    1. What is Artificial Intelligence, or AI for short?

    2. What is Machine Learning, or ML for short?

    3. Types of Machine Learning

    4. Regression in Machine Learning

    5. Classification in Machine Learning

    6. Classification in Machine Learning

    7. Clustering in Machine Learning

    8. Knowledge Mining

    9. Quizz - Introduction to Artificial Intelligence

    1. Challenges and risks with Artificial Intelligence (AI)

    2. Responsible AI - Implementing Responsible AI with Azure Machine Learning

    3. Fairness and Inclusiveness - Ensuring Fairness and Inclusiveness with Azure Machine Learning

    4. Reliability and Safety - Ensuring Reliability and Safety with Azure Machine Learning

    5. Transparency - Ensuring Transparency with Azure Machine Learning

    6. Privacy and Security - Protecting Privacy and Securing Data with Azure Machine Learning

    7. Accountability - Ensuring Accountability with Azure Machine Learning

    8. Quizz - Responsible Al

    1. What is Natural Language Processing (NLP)

    2. Natural Language Processing (NLP) - Services

    3. Quizz - Natural Language Processing (NLP)

    1. Computer Vision

    2. Computer Vision - Image Classification

    3. Computer Vision - Image Classification

    4. Computer Vision - Object Detection

    5. Computer Vision - Semantic Segmentation

    6. Computer Vision - Image Analysis

    7. Computer Vision - Face Detection

    8. Computer Vision - Optical Character Recognition (OCR)

    9. Custom Vision

    10. Azure Resources for Custom Vision

    11. Describing an Image - Computer Vision

    12. Tagging Visual Features - Computer Vision.

    13. Object Detection - Computer Vision

    14. Detecting Brands - Computer Vision

    15. Detecting Faces - Computer Vision

    16. Categorizing an Image - Computer Vision

    17. Domain-Specific Content - Computer Vision

    18. Optical Character Recognition (OCR) - Computer Vision

    19. Training a model in Azure AI's - Custom Vision service - Precision, Recall and Mean Average Precision (mAP)

    20. Analyzing Faces within Images and Videos - Azure AI Cognitive Services

    21. Quizz - Computer Vision and Custom Vision

    1. Azure Machine Learning Studio

    2. Azure Machine Learning Compute

    3. Azure Machine Learning Designer

    4. Automated Machine Learning - AutoML

    5. Steps in a Machine Learning Process - AutoML Process

    6. Steps for Training and Evaluating a Regression, Classification or Clustering Model

    7. Quizz - Azure Machine Learning Tools

About this course

  • Free
  • 91 lessons
  • 0 hours of video content

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