Key benefits

- Use a hands-on approach that mirrors real AWS operations with end-to-end examples

- Use scripting and IaC to handle tasks like infrastructure deployment, credential rotation, backups, and resource cleanup

- Manage complex environments with reusable code, policy enforcement, and multi-account best practices

- Purchase of the print or Kindle book includes a free PDF eBook

System administrators adopting AWS often struggle with automation, scalability, and multi-account management....

Key benefits

- Master linear algebra, calculus, and probability theory for ML

- Bridge the gap between theory and real-world applications

- Learn Python implementations of core mathematical concepts

- Purchase of the print or Kindle book includes a free PDF eBook

Mathematics of Machine Learning provides a rigorous yet accessible introduction to the mathematical underpinnings of machine learning, designed for engineers, developers, and data scientists ready to elevate their technical expertise...