Description
Deep Learning with Azure provides practical guidance for data scientists and developers to get started with deep learning using the Microsoft AI platform (Azure). Microsoft expert authors explain the fundamentals of AI, common deep learning models, and cloud tools in a step-by-step manner.
The book focuses on practical aspects and shows how to use services like Azure Machine Learning and Cognitive Services to build, train, and deploy intelligent models. This book is suitable for those who are familiar with basic machine learning but have no experience with deep learning or the Azure platform.
Book Features
- Practical focus: Includes real-world examples, sample code, and step-by-step instructions for implementing models.
- Comprehensive coverage of models: Review of convolutional neural networks (CNN), recurrent neural networks (RNN), and generative adversarial networks (GAN).
- Microsoft Tools: Introducing pre-built services such as Computer Vision, OCR, and Custom Vision.
- Training and Deployment: Scalable solutions for training models with GPUs and operationalizing them in the cloud.
- New Trends: Discuss recent developments in deep learning and how to leverage them in business.
- Suitable for professionals: The main audience is data scientists with basic Python knowledge.
Book specifications
- Publisher: Springer
- Instructor/Author: Mathew Salvaris
- Number of pages: 298
- Number of chapters: 10
- Format: PDF
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User Guide
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Download link
File(s) password: www.downloadly.ir
File size
6.2 MB