Certificate in Deep Learning with Python

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Module 1 9 Topics

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Lesson Content

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UNDERSTANDING DEEP LEARNING

BUILDING THE BASIC BLOCKS OF MACHINE LEARNING

DIVING INTO DEEP NEURAL NETWORKS

DISCOVERING CONVOLUTIONAL NEURAL NETWORKS (CNNS)

USING CNNS TO SOLVE INCREASINGLY COMPLEX TASKS

LEARNING ABOUT DETECTION AND SEGMENTATION

EXPLORING RECURRENT NEURAL NETWORKS

OBJECT DETECTION USING CNNS

MOVING FORWARD WITH DEEP LEARNING AND AI

Module 2 5 Topics

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Lesson Content

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GETTING STARTED WITH DEEP LEARNING

DEEP MODELS WITH MXNET AND TENSORFLOW

IMPROVING DEEP NEURAL NETWORKS

OPTIMIZATION ALGORITHMS

HYPERPARAMETER TUNING