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· 제목 : Artificial Neural Networks with Tensorflow 2: Ann Architecture Machine Learning Projects (Paperback)
· 분류 : 외국도서 > 컴퓨터 > 인공지능(AI)
· ISBN : 9781484261491
· 쪽수 : 726쪽
· 출판일 : 2020-11-21
· 분류 : 외국도서 > 컴퓨터 > 인공지능(AI)
· ISBN : 9781484261491
· 쪽수 : 726쪽
· 출판일 : 2020-11-21
목차
Chapter 1: TensorFlow
Introduction
What's new in TensorFlow 2
Chapter 2: A Quick Start on TensorFlow
Hello World for TensorFlow using Google Colab
Chapter 3: TensorFlow Keras Integration
tf.keras
Image Classification
Chapter 4: TensorFlow Hub
Transfer Learning
TensorFlow Hub and Keras
Chapter 5: Regression
Predicting Continuous Value Output
Chapter 6: Estimators
Solving Classification Problems Using Estimators
Chapter 7: Distributed Training
Describing tf.distribute.Strategy
Chapter 8: Text
Text Classification
Generation with RNN
Chapter 9: Language Translation
The seq2seq model for language translation
Chapter 10: Language Understanding
Using Transformer Model
Chapter 11: Image Captioning
Attention-based model for captioning images
Chapter 12: Time Series Forecasting
Using RNNs
Forecasting a univariate/multivariate time series
Chapter 13: Style Transfer
Composing an image in the style of another image
Chapter 14: Image Generation using GAN
Introduction to GAN
Generating images using a DCGAN
Chapter 15: Image Translation
Colorizing B&W images
