millermuttu / TSAI-EVA5

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TSAI-EVA5

Session 1: Background & Basics: Machine Learning Intuition week1

Session 2: Neural Architecture

Session 3: First Neural Network: Kernels, Activation, and Layers

Session 4: Architectural Basics week4

Session 5: Coding Drill Down week5

Session 6: Batch Normalization and Regularization week6

Session 7: Advanced Convolutions week7

Session 8: Receptive Fields & Network Architectures week8

Session 9: Data Augmentation week9

Session 10: Advanced Concepts in Training & Learning Rates week10

Session 11: Super Convergence week11

Session 12: Object Localization YOLO week12

Session 13: YOLO V2/V3/V4 week13

Session 14: RCNN Family: RCNN, Fast-RCNN, FasterRCNN & MaskRCNN week14

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