Deep Learning with Python, 1st Edition

Deep Learning with Python, 1st Edition

AUTHOR: François Chollet

PUBLISHER: Manning Publications

PAGES: 384

ISBN-10: 9781617294433; ISBN-13: 978-1617294433

About the Technology
Machine learning has made remarkable progress in recent years. We went from near-unusable speech and image recognition, to near-human accuracy. We went from machines that couldn't beat a serious Go player, to defeating a world champion. Behind this progress is deep learning—a combination of engineering advances, best practices, and theory that enables a wealth of previously impossible smart applications.

About the Book
Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects.

What's Inside
* Deep learning from first principles
* Setting up your own deep-learning environment
* Image-classification models
* Deep learning for text and sequences
* Neural style transfer, text generation, and image generation

About the Reader
Readers need intermediate Python skills. No previous experience with Keras, TensorFlow, or machine learning is required.

About the Author
François Chollet works on deep learning at Google in Mountain View, CA. He is the creator of the Keras deep-learning library, as well as a contributor to the TensorFlow machine-learning framework. He also does deep-learning research, with a focus on computer vision and the application of machine learning to formal reasoning. His papers have been published at major conferences in the field, including the Conference on Computer Vision and Pattern Recognition (CVPR), the Conference and Workshop on Neural Information Processing Systems (NIPS), the International Conference on Learning Representations (ICLR), and others.

Disclaimer

Programming books display here are property of respective owners. All information about the book published in this website is in good faith and for general information purpose only.

Please support author by buying hardcopy to the nearest book store in your place or order books in publisher websites.

HRMS & Payroll Web Application

Free Tools BIR Alphalist Conversion to .Dat File Output

Free tools of BIR Alphalist excel report type schedule 7.1, 7.2, 7.3, 7.4, 7.5 that convert to BIR DAT File format generated by BIR Alphalist Data Entry Application version 6.0. Easy to use... try this web application tools for alphalist .dat file conversion. read more »

How to get SSS Number online in the Philippines

Today, it’s already possible to apply SS number online in the Philippines. SSS government agency evolve their technology to help filipino people accommodate in a fastest way using online registration in get temporary SS number before going to the nearest SSS Branch to get permanent SS Number. read more »

How to get NSO Birth Certificate Online in the Philippines

If you need to know how to get National Statistics Office (NSO) certified documents such as birth certificate, marriage, Certificate of No Marriage (CENOMAR) in the Philippines, there’s no need to queue to your local Census Office because it now available online request in www.psaserbilis.com.ph website. read more »

Employee Loan Data Entry and Automate to Payroll Deduction

Most companies provide employee's loans for SSS and Pagibig member, Bank loan, Company salary loan or cash advance etc. Pinoy Web Application create a flexible loan data entry module that can connect to payroll process to deduct automatic to their salary for every pay period, until the loan is zero balance. read more »

Web Application Administrative Tools

Users who allowed to maintain table lookup like branch, project, banks, designation, department, special holidays, regular holiday, loan code, loan type, allowance etc. Those table are used on dropdown selection for data entry form in personal details, job information and allowances. read more »