Machine Learning and Neural Networks: Convolutional Neural Networks - Day 15
Offered By: 5 Minutes Engineering via YouTube
Course Description
Overview
Explore the fundamentals of Convolutional Neural Networks (CNNs) in this 36-minute video lecture from the "ML and DL Foundations" course. Dive into the core concepts of machine learning and neural networks, with a specific focus on CNN architecture and its applications in image processing and computer vision tasks. Learn how CNNs leverage convolutional layers, pooling operations, and fully connected layers to extract meaningful features from visual data. Gain insights into the advantages of CNNs over traditional neural networks for image-related problems and understand their role in advancing state-of-the-art machine learning techniques.
Syllabus
Day 15 Machine Learning + Neural Network - CNN
Taught by
5 Minutes Engineering
Related Courses
Neural Networks for Machine LearningUniversity 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