Practical Guide to Cloud–Based Machine Learning Deploying AI Models in the Cloud

Discover the future of technology with "Practical Guide to Cloud-Based Machine Learning: Deploying AI Models in the Cloud" by Hemanth Volikatla, a seasoned expert with over two decades of experience in information technology. This comprehensive guide takes you on a journey through the essential aspects of deploying AI models in modern cloud environments.
In this book, Hemanth simplifies the complex world of cloud-based machine learning, providing clear, actionable insights and practical techniques. Whether you are an IT professional, a data scientist, or a business leader, this book equips you with the knowledge to leverage cloud platforms like AWS, Azure, and Google Cloud to drive innovation and efficiency.
Inside, you'll learn:The fundamentals of cloud computing and machine learning.How to set up and manage cloud environments for ML projects.Best practices for data management and preprocessing in the cloud.Techniques for developing, training, and deploying ML models.Real-world case studies that demonstrate the power of cloud-based ML solutions.Strategies for overcoming challenges and ensuring security and compliance in the cloud.Hemanth's extensive experience and deep understanding of AI automations, SAP environments, and cloud technologies are reflected throughout the book. His practical approach and expert guidance will help you navigate the complexities of cloud-based machine learning and unlock its full potential for your organization.Why choose this book?Expert Author: Learn from Hemanth Volikatla, a recognized leader and senior member of IEEE, with a proven track record of driving technological advancements.Comprehensive Coverage: From the basics to advanced topics, this book covers everything you need to know about cloud-based ML.Practical Insights: Gain practical, real-world insights that you can apply directly to your projects.Global Perspective: Benefit from Hemanth's experience working with diverse, global clients across various industries."Practical Guide to Cloud-Based Machine Learning: Deploying AI Models in the Cloud" is your ultimate resource for mastering the intersection of cloud computing and machine learning. Whether you're looking to enhance your skills or drive your organization's digital transformation, this book is an essential addition to your library.