Explore the world of Artificial Intelligence (AI) with this comprehensive 12-week, 24-lesson curriculum. Designed for beginners, this course includes practical lessons, quizzes, and labs, and covers essential AI tools like TensorFlow and PyTorch. The curriculum also addresses AI ethics and less popular AI approaches, ensuring a well-rounded introduction to the field.
Course Features:
- Duration: 12 weeks
- Lessons: 24
- Format: Practical lessons, quizzes, and labs
- Tools Covered: TensorFlow, PyTorch
- Special Focus: Ethics in AI
What You Will Learn:
- Different approaches to AI, including symbolic AI (GOFAI).
- Neural Networks and Deep Learning concepts.
- Neural Architectures for images and text.
- Less popular AI approaches like Genetic Algorithms and Multi-Agent Systems.
Course Content:
1. Setup Your Development Environment
2. Introduction to AI
3. Symbolic AI
4. Introduction to Neural Networks
5. Computer Vision
6. Natural Language Processing
7. Other AI Techniques
8. AI Ethics:
Resources Provided:
- Pre-reading materials
- Executable Jupyter Notebooks for PyTorch and TensorFlow
- Labs for hands-on practice
- Links to related MS Learn modules
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Categories : Machine Learning
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