Deep Learning with Python: Convolutional Neural Networks

Explore the fascinating world of convolutional neural networks (CNNs) and uncover how they’ve revolutionized the field of computer vision and deep learning. Understand the building blocks of CNNs and delve into practical exercises using Python, focusing on real-world applications such as image classification, object detection, and image segmentation. Instructor Fred Nwanganga helps you develop proficiency in designing, implementing, and optimizing CNN models. Enhance your understanding of sophisticated architectures like VGG Net, ResNet, and EfficientNet, and discover how to apply pretrained models for enhanced accuracy and efficiency. Designed for data scientists, machine learning enthusiasts, and developers with a foundational understanding of deep learning and Python coding skills, this course helps you unlock advanced machine learning techniques.

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