Advanced data science & ai techniques for experienced professionals looking to level up.
1. Introduction to Computer VisionOverview of Computer Vision and its significance in AI. Understanding how computers interpret and analyze visual data.
2. Deep Learning Models for Computer VisionIntroduction to Convolutional Neural Networks (CNNs) and their role in Computer Vision. Key models like AlexNet, VGG, ResNet, and EfficientNet.
3. Image Processing with Deep LearningTechniques for preprocessing images (e. g.
, normalization, resizing, augmentation). Importance of image filtering and transformations. 4.
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