Providing a foundation in deep learning, this book is aimed at beginners and intermediate deep learning experts, and covers important concepts and problems in the field. Each chapter begins with theory and follows with a practical implementation in Python. It covers a variety of problems, such as digital recognition, image reclassification, stock market prediction, and NLP problems such as text classification and sentimental analysis. Datasets are provided for each problem so that readers can solve using different algorithms, such as with convolutional neural networks, or with recurrent neural networks.
- | Author: William Sullivan
- | Publisher: Independently published
- | Publication Date: Nov 06, 2018
- | Number of Pages: 198 pages
- | Language: English
- | Binding: Paperback
- | ISBN-10: 1729388159
- | ISBN-13: 9781729388150
