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.
