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
Press the Ask Flow button below to request for link and other resources:
Categories : Machine Learning
Press Ask Flow below to get a link to the resource
The Cluster of Excellence "Machine Learning - New Perspectives for Science" at the University of Tübingen is seeking aspiring scientists f..
Machine Learning . Personal Growth . Others
The Talent Engineer Fellowship by a16z Build is a specialized program designed for individuals who want to sit at the intersection of engi..
Computer Science . Machine Learning . Entrepreneurship . Personal Growth
The International Max Planck Research School for Trustworthy Computing (IMPRS-TRUST) is a world-class doctoral program focused on the fund..
Computer Science . Machine Learning
The Digital Product School (DPS) is Europe’s most successful training program for cross-functional teams focused on building digital produ..
Computer Science . Machine Learning . Design . Personal Growth
This advanced-level face-to-face training program, organized by the International Telecommunication Union (ITU) and funded by the European..
Machine Learning . Others
The AI for Asia Fellowship, organized by Siklab, is a pioneering 12-week intensive program aimed at empowering the next generation of inno..
Machine Learning . Entrepreneurship . Personal Growth