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Artificial Intelligence for Beginners – A Curriculum


About Artificial Intelligence for Beginners – A Curriculum by Microsoft

Embark on a 12-week journey into the world of AI with Microsoft’s Artificial Intelligence for Beginners curriculum. This 24-lesson program is meticulously designed for beginners to cover a broad spectrum of AI topics, from traditional approaches to cutting-edge techniques. Engaging lessons, quizzes, and labs provide a hands-on experience, making it a comprehensive guide for anyone starting their AI adventure. Learn about various AI frameworks like TensorFlow and PyTorch, and delve into the crucial topic of ethical AI principles.

WHO is Teaching

  • Microsoft AI Experts: Professionals from Microsoft, bringing their expertise in different AI domains.

WHAT is Covered

  • Symbolic AI, including Knowledge Representation and reasoning (GOFAI).
  • Neural Networks and Deep Learning, using TensorFlow and PyTorch.
  • Neural Architectures for image and text processing.
  • An overview of less popular AI approaches like Genetic Algorithms and Multi-Agent Systems.
  • A balanced blend of theory and practical application.

SKILLS to be Developed

  • Understanding of various AI approaches and technologies.
  • Proficiency in TensorFlow and PyTorch frameworks.
  • Knowledge of neural network architectures and their applications.
  • Insight into both popular and less conventional AI methodologies.
  • Grasp of ethical considerations in AI development.

LEVEL

  • Beginner: Ideal for individuals new to the field of AI, offering a structured and comprehensive learning path.

This course is a great starting point for anyone looking to gain a solid foundation in AI, guided by the expertise and resources of Microsoft.


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