YoVDO

Artificial Intelligence Tutorial for Beginners - What Is AI?

Offered By: Great Learning via YouTube

Tags

Artificial Intelligence Courses Deep Learning Courses Computer Vision Courses Neural Networks Courses Object Detection Courses Image Classification Courses

Course Description

Overview

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

Related Courses

Neural Networks for Machine Learning
University of Toronto via Coursera
機器學習技法 (Machine Learning Techniques)
National Taiwan University via Coursera
Machine Learning Capstone: An Intelligent Application with Deep Learning
University of Washington via Coursera
Прикладные задачи анализа данных
Moscow Institute of Physics and Technology via Coursera
Leading Ambitious Teaching and Learning
Microsoft via edX