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
For those finding the "Attention is All You Need" paper challenging, these two highly visual and interactive resources simplify attention,..
Machine Learning
Discover this amazing GitHub repository featuring a collection of the latest and greatest YouTube lectures on Machine Learning, Natural La..
Machine Learning
AgentK is designed for software developers and testers working with REST APIs, offering a lightweight service stub. It simplifies the deve..
Machine Learning
Sakana AI Scientist is designed for researchers, scientists, and data analysts seeking to leverage AI in scientific research. It offers an..
Machine Learning
This research paper focus on ADAS (Automated Design of Agentic Systems) a research area which aims to automatically create powerful agenti..
Machine Learning
FermiNet is aimed at quantum physicists, chemists, and AI researchers interested in the intersection of AI and scientific discovery. It pr..
Machine Learning