Deep Learning By Example > PACKT 원서리스트

Table of Contents

1: DATA SCIENCE - A BIRDS' EYE VIEW
2: DATA MODELING IN ACTION - THE TITANIC EXAMPLE
3: FEATURE ENGINEERING AND MODEL COMPLEXITY – THE TITANIC EXAMPLE REVISITED
4: GET UP AND RUNNING WITH TENSORFLOW
5: TENSORFLOW IN ACTION - SOME BASIC EXAMPLES
6: DEEP FEED-FORWARD NEURAL NETWORKS - IMPLEMENTING DIGIT CLASSIFICATION
7: INTRODUCTION TO CONVOLUTIONAL NEURAL NETWORKS
8: OBJECT DETECTION – CIFAR-10 EXAMPLE
9: OBJECT DETECTION – TRANSFER LEARNING WITH CNNS
10: RECURRENT-TYPE NEURAL NETWORKS - LANGUAGE MODELING
11: REPRESENTATION LEARNING - IMPLEMENTING WORD EMBEDDINGS
12: NEURAL SENTIMENT ANALYSIS
13: AUTOENCODERS – FEATURE EXTRACTION AND DENOISING
14: GENERATIVE ADVERSARIAL NETWORKS
15: FACE GENERATION AND HANDLING MISSING LABELS
16: IMPLEMENTING FISH RECOGNITION