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Explore the fundamentals of artificial intelligence in this comprehensive tutorial for beginners. Gain a broad understanding of AI and its applications, starting with an introduction to the field and its subdomains. Delve into neural networks, examining their structure and functionality, including biological neurons and deep neural networks. Discover the world of natural language processing (NLP) and its real-world use cases. Investigate computer vision techniques, including convolutional neural networks (CNN) and their applications in facial recognition, video analysis, and traffic analytics. Learn how AI algorithms utilize neural networks to detect non-linear patterns in unstructured datasets, and understand the growing importance of AI techniques in various industries.
Syllabus
- What is AI?
- Neural Networks
- Biological Neuron
- Deep Neural Networks
- Natural Language Processing NLP
- NLP Use Cases
- Computer Vision
- Convolutional Neural Networks CNN
- Computer Vision Use Cases Facial Recognition
- Computer Vision Use Cases Video & Traffic Analytics
Taught by
Great Learning