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Build Azure functions and integrate them with Azure Cosmos DB data models Key Features Expert-led coverage on integrating Azure functions Industry-proven examples and best practices on implementation of Azure Cosmos DB Learn to work on performance optimization and error handling Integration of Azure function with other Azure services Description This book provides examples to start with Azure functions and Azure Cosmos DB. It demonstrates the features available in both of the mentioned Azure services and discusses them in detail with some real-world examples. Reading a csv file and write to a Cosmos DB table store, Read emails using Microsoft Graph API and save them in a Cosmos DB, Cosmos DB trigger function to send SMS notifications to clients, A queue trigger to create new nodes in the Cosmos DB graph data store are some of them. You will be able to see the above case studies with code samples implemented in C# .NET Core, TypeScript, and Python. It consists of a very basic example, two intermediate samples, then and an advanced level one. You will experience the triggers and input/output bindings available for a function, like queue trigger, blob trigger, and Cosmos DB trigger to name a few. Also, you will be able to see some interesting features available in Azure functions like performance optimizations, scalability of a function app, geographical distribution of the function in different locations, error handling, writing unit tests for the functions to avoid breaking changes, how to ensure a function app is secure, and then how to deploy a function, and monitor and troubleshoot a function app. At the end of this book, you will gain strong experience in using Azure functions and how to manage serverless applications seamlessly without any failure with utmost performance. What you will learn You will be able to create an Azure function and integrate it with many Azure services including the Azure Cosmos DB You will get experience implementing a function using programming languages like C# .NET Core, TypeScript, and Python. You will get hands-on experience on the performance optimizing of a function, how to scale them, how to apply security to the function app, error handling and testing in a function. Who this book is for This book is for developers who want to get the knowledge and experience in Azure Functions and Azure Cosmos DB. If you have a programming knowledge of .NET, TypeScript, Python, or any other programming language, it will be enough to understand the concepts and samples in this book. If you have worked with a cloud technology or have experience in any of the Azure cloud services, then it will be a definite advantage.. Table of Contents 1. Beginning Azure Function Apps 2. Your First Azure Function App 3. Let’s Get Started with Cosmos DB 4. Structure Your Data in Cosmos DB 5. Your First Cosmos DB 6. Serverless Design Patterns 7. Performance and Scalability of a Function App 8. Geo-Distribution in a Function App 9. Error Handling and Testing 10. Secure Your Function App 11. Deployments in a Function App 12. Monitor and Troubleshoot Function Apps 13. Azure Functions with Cosmos DB Table API 14. Azure Functions with Cosmos DB SQL API 15. Cosmos DB Trigger in Azure Function 16. Azure Functions with Cosmos DB Gremlin API About the Author Hansamali Gamage is an enthusiastic and dedicated professional with over eight years of experience in .NET stack, Azure, and front-end technologies. She has also been an MVP (Azure) for three consecutive years and is a Microsoft Certified Trainer. She is a frequent speaker at tech conferences and an award-winning writer on the Microsoft Tech Net forum. Blog links: http://hansamaligamage.blogspot.com/ LinkedIn Profile: https://www.linkedin.com/in/hansamali-gamage-37777a50/
An Ultimate Guide to Building a Successful Career in Information Security Key Features Understand the basics and essence of Information Security. Understand why Information Security is important. Get tips on how to make a career in Information Security. Explore various domains within Information Security. Understand different ways to find a job in this field. Description The book starts by introducing the fundamentals of Information Security. You will deep dive into the concepts and domains within Information Security and will explore the different roles in Cybersecurity industry. The book includes a roadmap for a technical and non-technical student who want to make a career in Information Security. You will also understand the requirement, skill and competency required for each role. The book will help you sharpen your soft skills required in the Information Security domain. The book will help you with ways and means to apply for jobs and will share tips and tricks to crack the interview. This is a practical guide will help you build a successful career in Information Security. What will you learn Understand how to build and expand your brand in this field. Explore several domains in Information Security. Review the list of top Information Security certifications. Understand different job roles in Information Security. Get tips and tricks that will help you ace your job interview. Who this book is for The book is for anyone who wants to make a career in Information Security. Students, aspirants and freshers can benefit a lot from this book. Table of Contents 1. Introduction to Information Security 2. Domains in Information Security 3. Information Security for non-technical professionals 4. Information Security for technical professionals 5. Skills required for a cybersecurity professional 6. How to find a job 7. Personal Branding About the Authors Presently, I’m a Chief Information Security officer at SLK Global Solutions. I’m obsessed with technology and even call myself a security evangelist. I have published over 100 + articles in the realm of cyber security. I have acquired the privilege to compose for magazines like, computer weekly, tech-target, CIO INDIA Review, CISO platform and US mortgage banking. I’m slowly making my move towards seminaries like CISO Forum and Security Communities as a faculty. I have an extensive experience in building robust information security framework and foundation for IT/ITES/Banking across different geographies. Linkedin profile: https://www.linkedin.com/in/sanil-n-95306b13/
A step-by-step guide that will help you manage data in a relational database using SQL with ease Key Features Understand the concepts related to relational databases. Learn how to install MariaDB and MySQL on Windows, Linux and tools to access it. Learn how to connect Python and Pandas to MySQL/MariaDB. Description This book starts with the concepts in RDBMS (Relational Database Management Systems) and SQL (Structured Query Language). The first few chapters cover the definitions and a brief explanation of all the important concepts. They also cover the installation of MariaDB and MySQL on Windows and Raspberry Pi, as well as the setup of various tools used to connect to MySQL and MariaDB server processes. We will also understand how to install sample schemas and how to use basic SQL queries. Then we move on to the SELECT query in detail. The book explores the data retrieval aspect of SQL queries in detail with the WHERE clause and NULL handling in detail. The book also explores the functions available in MySQL. Those are single row and group functions. Then we explore how to combine the data from multiple sources. The technique is known as Joins, and we will learn ANSI style and the old-style syntax for all the types of Joins. The last part explores the DDL and DMLs in depth. We also learn the concepts of Transactions and Constraints. The book explores how we can run the SQL queries from a Python 3 program and load a pandas DataFrame with the data from a table in a schema in the MySQL database. What will you learn Understand the basics of MySQL and MariaDB. Get familiar with MySQL Arithmetic Operators, DDL, DML, DCL & TCL commands. Understand the concept of Single-Row Functions and Group Functions in detail. Retrieve data from multiple sources using the Joins. Who this book is for This book is designed for beginners as well as professionals alike. The book will also be useful to Data Scientists, Data Analysts, Database Administrators, and Data Engineers. Table of Contents 1. Introduction and Installation 2. Getting Started with MySQL 3. Getting Started with SQL Queries 4. The WHERE clause in detail 5. Single Row Functions 6. Group Functions 7. Joins in MySQL 8. Subqueries 9. DDL, DML, and Transactions 10. Views 11. Python 3, MySQL, and Pandas About the Author Ashwin is an experienced veteran who, for the past 25 years, has been working with STEM (Science, Technology, Engineering, and Mathematics). In his career, Ashwin has worked for more than 7 years as an employee for various IT companies and Software Product Companies. He has written more than 2 dozen books on Arduino, Python programming, Computer Vision, IoT, databases, and other popular topics with BPB and other international publications. He has also reviewed many other technical books. He also creates courses for BPB and other platforms and teaches to 60000 students online. He has been working as a freelancer since 2017. He got his first taste in writing in 2015 when he wrote his first book on Raspberry Pi. In his free time, Ashwin makes videos for his Youtube channel, which has 10000 subscribers now. Outside work, Ashwin volunteers his spare time as a STEM Ambassador, helping, coaching, and mentoring young people in taking up careers in technology. Your Blog links: https://www.youtube.com/ashwinpajankar Your LinkedIn Profile: https://www.linkedin.com/in/ashwinpajankar/
Understand how to adopt and implement AI in your organization Key Features 7 Principles of an AI Journey The TUSCANE Approach to Become Data Ready The FAB-4 Model to Choose the Right AI Solution Major AI Techniques & their Applications: - CART & Ensemble Learning - Clustering, Association Rules & Search - Reinforcement Learning - Natural Language Processing - Image Recognition Description Most AI initiatives in organizations fail today not because of a lack of good AI solutions, but because of a lack of understanding of AI among its end users, decision makers and investors. Today, organizations need managers who can leverage AI to solve business problems and provide a competitive advantage. This book is designed to enable you to fill that need, and create an edge for your career. The chapters offer unique managerial frameworks to guide an organization's AI journey. The first section looks at what AI is, and how you can prepare for it, decide when to use it, and avoid pitfalls on the way. The second section dives into the different AI techniques and shows you where to apply them in business. The final section then prepares you from a strategic AI leadership perspective to lead the future of organizations. By the end of the book, you will be ready to offer any organization the capability to use AI successfully and responsibly - a need that is fast becoming a necessity. What will you learn Understand the major AI techniques & how they are used in business. Determine which AI technique(s) can solve your business problem. Decide whether to build or buy an AI solution. Estimate the financial value of an AI solution or company. Frame a robust policy to guide the responsible use of AI. Who this book is for This book is for Executives, Managers and Students on both Business and Technical teams who would like to use Artificial Intelligence effectively to solve business problems or get an edge in their careers. Table of Contents 1. Preface 2. Acknowledgement 3. About the Author 4. Section 1: Beginning an AI Journey a. AI Fundamentals b. 7 Principles of an AI Journey c. Getting Ready to Use AI 5. Section 2: Choosing the Right AI Techniques a. Inside the AI Laboratory b. How AI Predicts Values & Categories c. How AI Understands and Predicts Behaviors & Scenarios d. How AI Communicates & Learns from Mistakes e. How AI Starts to Think Like Humans 6. Section 3: Using AI Successfully & Responsibly a. AI Adoption & Valuation b. AI Strategy, Policy & Risk Management 7. Epilogue About the Authors Malay A. Upadhyay is a Customer Journey executive, certified in Machine Learning. Over the course of his role heading the function at a N. American AI SaaS firm in Toronto, Malay trained 150+ N. American managers on the basics of AI and its successful adoption, held executive thought leadership sessions for CEOs and CHROs on AI strategy & IT modernization roadmaps, and worked as the primary liaison to realize AI value on unique customer datasets. It was here that he learnt the growing need for greater knowledge and awareness of how to use AI both responsibly and successfully. Malay was also one of 25 individuals chosen globally to envision the industrial future for the Marzotto Group, Italy, on its 175th anniversary. Your Website/Blog links: www.TheUpadhyays.com