Advanced Deep Learning with Python: Design and implement advanced next-generation AI solutions using TensorFlow and PyTorch
Product Details:
| Category: | Books |
|---|---|
| ISBN: | 178995617X |
| Title: | Advanced Deep Learning with Python: Design and implement advanced next-generation AI solutions using TensorFlow and PyTorch The Fast Free Shipping |
| Author: | Ivan Vasilev |
| Publisher: | Packt Publishing Limited |
| Year Published: | 2019 |
| Number of Pages: | 468 |
| Book Binding: | Paperback / softback |
| Prizes: | |
| Book Condition: | VERYGOOD |
| SKU: | GOR013980376 |
Item description
Gain expertise in advanced deep learning domains such as neural networks, meta-learning, graph neural networks, and memory augmented neural networks using the Python ecosystem
Key Features- Get to grips with building faster and more robust deep learning architectures
- Investigate and train convolutional neural network (CNN) models with GPU-accelerated libraries such as TensorFlow and PyTorch
- Apply deep neural networks (DNNs) to computer vision problems, NLP, and GANs
In order to build robust deep learning systems, youll need to understand everything from how neural networks work to training CNN models. In this book, youll discover newly developed deep learning models, methodologies used in the domain, and their implementation based on areas of application.
Youll start by understanding the building blocks and the math behind neural networks, and then move on to CNNs and their advanced applications in computer vision. You'll also learn to apply the most popular CNN architectures in object detection and image segmentation. Further on, youll focus on variational autoencoders and GANs. Youll then use neural networks to extract sophisticated vector representations of words, before going on to cover various types of recurrent networks, such as LSTM and GRU. Youll even explore the attention mechanism to process sequential data without the help of recurrent neural networks (RNNs). Later, youll use graph neural networks for processing structured data, along with covering meta-learning, which allows you to train neural networks with fewer training samples. Finally, youll understand how to apply deep learning to autonomous vehicles.
By the end of this book, youll have mastered key deep learning concepts and the different applications of deep learning models in the real world.
What you will learn- Cover advanced and state-of-the-art neural network architectures
- Understand the theory and math behind neural networks
- Train DNNs and apply them to modern deep learning problems
- Use CNNs for object detection and image segmentation
- Implement generative adversarial networks (GANs) and variational autoencoders to generate new images
- Solve natural language processing (NLP) tasks, such as machine translation, using sequence-to-sequence models
- Understand DL techniques, such as meta-learning and graph neural networks
This book is for data scientists, deep learning engineers and researchers, and AI developers who want to further their knowledge of deep learning and build innovative and unique deep learning projects. Anyone looking to get to grips with advanced use cases and methodologies adopted in the deep learning domain using real-world examples will also find this book useful. Basic understanding of deep learning concepts and working knowledge of the Python programming language is assumed.
Please note, the image is for illustrative purposes only, actual book cover, binding and edition may vary.
eBay Commerce manages payments for items you buy from our store.
You may pay for your items using credit or debit cards or other payment methods, under the discretion of eBay.
eBay will manage settlement of the payments. The contract for sale underlying the purchase of goods is between us World of Books and you, the customer.
eBay may change, discontinue, enhance or modify any aspect of managed payments at any time. eBay may use third-party payments services to assist; including companies that process payments and disburse settlements, perform risk assessments or compliance checks, verify identity and validate payment or settlement methods.
The average shipping times for our orders are as follows:
| North America: | 7-14 Days |
|---|---|
| Other: | 10-20 Days |
Our poly packaging is made with 30% recycled plastic content and is made in the UK. It has a LDPE 04 logo on it, which means that it can be recycled with other soft plastic (such as carrier bags). Our cardboard packaging is also 100% recyclable and can be recycled kerbside. We encourage you to recycle the packaging from your World of Books purchase.
If for some reason your order has not arrived within 21 Business days please get in contact with us so that we can help you.
World of Books USA offer a hassle free money back guarantee for your product, (excluding shipping & handling). We are committed to ensuring each customer is entirely satisfied with their purchase and our service. If you have any issues or concerns, please contact our customer service team within 60 days of purchase and they will be more than happy to help.
World of Books USA was founded in 2005. We offer great value books on a wide range of subjects and we now ship over two million orders each year to satisfied customers throughout the world. We take great pride in our prompt delivery, first class customer service and excellent feedback.
While we do our best to provide good quality books for you to read, there is no escaping the fact that it has been owned and read by someone else before you. It may well show signs of wear and tear, however each one of our books is hand-checked by our dedicated team for defects before shipping.
World of Books sells quality used products at competitive prices to over 2 million customers worldwide each year. We want your experience with World of Books to be enjoyable and problem free.
Over the past 8 years World of Books has seen the inventory grow from 1000 to over 1 Million books in stock.
We all like the idea of saving a bit of cash, so when we found out how many good quality used products are out there - we just had to let you know! All of our items are checked for quality before they go on sale and we like to think that our prices mean that no item is beyond your budget.
At World of Books we are committed to minimising our environmental impact. Each month we recycle over 2.3 million books, saving over 12,500 metric tonnes of books a year from going straight into landfill sites.
All of our paper waste is recycled within the UK and turned into corrugated cardboard. We believe that it is a travesty to simply throw away a used book or DVD when there is nothing wrong with it - we believe in giving each book or DVD the chance of finding a new home