Building efficient Python applications at minimal cost by adopting serverless architectures
Key Features
- Design and set up a data flow between cloud services and custom business logic
- Make your applications efficient and reliable using serverless architecture
- Build and deploy scalable serverless Python APIs
Book Description
Serverless architectures allow you to build and run applications and services without having to manage the infrastructure. Many companies have adopted this architecture to save cost and improve scalability. This book will help you design serverless architectures for your applications with AWS and Python.
The book is divided into three modules. The first module explains the fundamentals of serverless architecture and how AWS lambda functions work. In the next module, you will learn to build, release, and deploy your application to production. You will also learn to log and test your application. In the third module, we will take you through advanced topics such as building a serverless API for your application. You will also learn to troubleshoot and monitor your app and master AWS lambda programming concepts with API references. Moving on, you will also learn how to scale up serverless applications and handle distributed serverless systems in production.
By the end of the book, you will be equipped with the knowledge required to build scalable and cost-efficient Python applications with a serverless framework.
What you will learn
- Understand how AWS Lambda and Microsoft Azure Functions work and use them to create an application
- Explore various triggers and how to select them, based on the problem statement
- Build deployment packages for Lambda functions
- Master the finer details about building Lambda functions and versioning
- Log and monitor serverless applications
- Learn about security in AWS and Lambda functions
- Scale up serverless applications to handle huge workloads and serverless distributed systems in production
- Understand SAM model deployment in AWS Lambda
Who This Book Is For
This book is for Python developers who would like to learn about serverless architecture. Python programming knowledge is assumed.
Table of Contents
- The Serverless Paradigm
- Building a Serverless Application in AWS
- Setting Up Serverless Architectures
- Deploying Serverless APIs
- Logging and Monitoring
- Scaling Up Serverless Architectures
- Security in AWS Lambda
- Deploying a Lambda Function with SAM
- Introduction to Microsoft Azure Functions
Jalem Raj Rohit is an IIT Jodhpur graduate with a keen interest in recommender systems, machine learning, and serverless and distributed systems. Raj currently works as a senior consultant-data science-and NLP at Episource, before which he worked at Zomato and Kayako. He contributes to open source projects in Python, Go, and Julia. He also speaks at tech conferences about serverless engineering and machine learning.
