Plan, build, deploy, and monitor data solutions on Azure KEY FEATURES ● Work with PostgreSQL, MySQL, and CosmosDB databases on Microsoft Azure. ● Work with whole data architecture, leverage Azure Storage, Azure Synapse, and Azure Data Lake. ● Data integration strategies with Azure Data Factory and Data Bricks. DESCRIPTION 'Hands-On Azure Data Platform' helps readers get a fundamental understanding of the Database, Data Warehouse, and Data Lake and their management on the Azure Data Platform. The book describes how to work efficiently with Relational and Non-Relational Databases, Azure Synapse Analytics, and Azure Data Lake. The readers will use Azure Databricks and Azure Data Factory to experience data processing and transformation. The book delves deeply into topics like continuous integration, continuous delivery, and the use of Azure DevOps. The book focuses on the integration of Azure DevOps with CI/CD pipelines for data ops solutions. The book teaches readers how to migrate data from an on-premises system or another cloud service provider to Azure. After reading the book, readers will develop end-to-end data solutions using the Azure data platform. Additionally, data engineers and ETL developers can streamline their ETL operations using various efficient Azure services. WHAT YOU WILL LEARN ● In-depth knowledge of the principles of the data warehouse and the data lake. ● Acquaint yourself with Azure Storage Files, Blobs, and Queues. ● Create relational databases on the Azure platform using SQL, PostgreSQL, and MySQL. ● With Cosmos DB, you can create extremely scalable databases and data warehouses. ● Utilize Azure Databricks and Data Factory to develop data integration solutions. WHO THIS BOOK IS FOR This book is designed for big data engineers, data architects, and cloud engineers who want to understand how to use the Azure Data Platform to build enterprise-grade solutions. Learning about databases and the Azure Data Platform would be helpful but not necessary. TABLE OF CONTENTS 1. Getting Started with the Azure Data Platform 2. Working with Relational Databases on Azure 3. Working with Azure Synapse Analytics 4. Working with Azure Data Lake 5. Working with Azure Cosmos DB 6. Working with Azure Databricks 7. Working with Azure Data Factory 8. DevOps with the Azure Data Platform 9. Planning and Migrating On-Premises Azure Workloads to the Azure Data platform 10. Design and Implement Data Solutions on Azure
Plan, build, deploy, and monitor data solutions on Azure KEY FEATURES ● Work with PostgreSQL, MySQL, and CosmosDB databases on Microsoft Azure. ● Work with whole data architecture, leverage Azure Storage, Azure Synapse, and Azure Data Lake. ● Data integration strategies with Azure Data Factory and Data Bricks. DESCRIPTION 'Hands-On Azure Data Platform' helps readers get a fundamental understanding of the Database, Data Warehouse, and Data Lake and their management on the Azure Data Platform. The book describes how to work efficiently with Relational and Non-Relational Databases, Azure Synapse Analytics, and Azure Data Lake. The readers will use Azure Databricks and Azure Data Factory to experience data processing and transformation. The book delves deeply into topics like continuous integration, continuous delivery, and the use of Azure DevOps. The book focuses on the integration of Azure DevOps with CI/CD pipelines for data ops solutions. The book teaches readers how to migrate data from an on-premises system or another cloud service provider to Azure. After reading the book, readers will develop end-to-end data solutions using the Azure data platform. Additionally, data engineers and ETL developers can streamline their ETL operations using various efficient Azure services. WHAT YOU WILL LEARN ● In-depth knowledge of the principles of the data warehouse and the data lake. ● Acquaint yourself with Azure Storage Files, Blobs, and Queues. ● Create relational databases on the Azure platform using SQL, PostgreSQL, and MySQL. ● With Cosmos DB, you can create extremely scalable databases and data warehouses. ● Utilize Azure Databricks and Data Factory to develop data integration solutions. WHO THIS BOOK IS FOR This book is designed for big data engineers, data architects, and cloud engineers who want to understand how to use the Azure Data Platform to build enterprise-grade solutions. Learning about databases and the Azure Data Platform would be helpful but not necessary. TABLE OF CONTENTS 1. Getting Started with the Azure Data Platform 2. Working with Relational Databases on Azure 3. Working with Azure Synapse Analytics 4. Working with Azure Data Lake 5. Working with Azure Cosmos DB 6. Working with Azure Databricks 7. Working with Azure Data Factory 8. DevOps with the Azure Data Platform 9. Planning and Migrating On-Premises Azure Workloads to the Azure Data platform 10. Design and Implement Data Solutions on Azure
Enable data and AI workloads with absolute security and scalability KEY FEATURES ● Detailed, step-by-step instructions for every data professional starting a career with data engineering. ● Access to DevOps, Machine Learning, and Analytics wirthin a single unified platform. ● Includes design considerations and security best practices for efficient utilization of Databricks platform. DESCRIPTION Starting with the fundamentals of the databricks lakehouse platform, the book teaches readers on administering various data operations, including Machine Learning, DevOps, Data Warehousing, and BI on the single platform. The subsequent chapters discuss working around data pipelines utilizing the databricks lakehouse platform with data processing and audit quality framework. The book teaches to leverage the Databricks Lakehouse platform to develop delta live tables, streamline ETL/ELT operations, and administer data sharing and orchestration. The book explores how to schedule and manage jobs through the Databricks notebook UI and the Jobs API. The book discusses how to implement DevOps methods on the Databricks Lakehouse platform for data and AI workloads. The book helps readers prepare and process data and standardizes the entire ML lifecycle, right from experimentation to production. The book doesn't just stop here; instead, it teaches how to directly query data lake with your favourite BI tools like Power BI, Tableau, or Qlik. Some of the best industry practices on building data engineering solutions are also demonstrated towards the end of the book. WHAT YOU WILL LEARN ● Acquire capabilities to administer end-to-end Databricks Lakehouse Platform. ● Utilize Flow to deploy and monitor machine learning solutions. ● Gain practical experience with SQL Analytics and connect Tableau, Power BI, and Qlik. ● Configure clusters and automate CI/CD deployment. ● Learn how to use Airflow, Data Factory, Delta Live Tables, Databricks notebook UI, and the Jobs API. WHO THIS BOOK IS FOR This book is for every data professional, including data engineers, ETL developers, DB administrators, Data Scientists, SQL Developers, and BI specialists. You don't need any prior expertise with this platform because the book covers all the basics. TABLE OF CONTENTS 1. Getting started with Databricks Platform 2. Management of Databricks Platform 3. Spark, Databricks, and Building a Data Quality Framework 4. Data Sharing and Orchestration with Databricks 5. Simplified ETL with Delta Live Tables 6. SCD Type 2 Implementation with Delta Lake 7. Machine Learning Model Management with Databricks 8. Continuous Integration and Delivery with Databricks 9. Visualization with Databricks 10. Best Security and Compliance Practices of Databricks
The Laughter of Foxes was the first study to be published after Hughes’ death, and therefore the first to survey the whole of Hughes’ achievement, including Birthday Letters. It contains a great deal of new information, including extracts from Hughes’ letters, and the first publication of the background story of Crow. There are chapters on the mythic imagination, on the poetic relationship of Hughes and Plath, and on the evolution of a Hughes poem through all its manuscript drafts. But the main purpose of the book is to attempt an adequate reading of Hughes’ poetry, revealing the underlying quest which transformed his imagination, leading him by painful stages from a vision of a world made of blood to a vision of a world made of light.
This book depicts the Indian Railways, part and parcel of the life of every Indian. The first part is a curious housefly's account of its journey on the Coromandel Express. Eager to see the world beyond its habitat, the fly sees many different places and people before the train is halted in the face of a super cyclone. What happens to the passengers? How do different people react in the face of disaster? Does anybody come to their aid? Can they resume their journey? The second part is a collection of fascinating threads interwoven into a beguiling narrative: • Why did the daughter of a Station Master vanish from the colony one fine morning • ?How a Station Master is tormented by a cobra's presence in his quarters. • Why a tea stall contractor invites the wrath of a Commercial Officer. • What happened to the coolie apprehended during a security drive? • Does the rodent elimination drive end in success or disaster? • Does the future son-in law of G.M Sahib get special treatment from the Railway staff? • How an old lady and a newly married girl display similar emotions when confronted by their spouses. • What happened to the family stuck in traffic congestion; do they make their train? The author, a retired Railway Officer, brings out the joys and woes, victories and failures of both railway main and rail users in a delightfully humorous style. The eventful journey on the Coromandel Express and the other stories about railway life, are bound to keep readers happily engaged to the very last page.
Secrets and Leaks examines the complex relationships among executive power, national security, and secrecy. State secrecy is vital for national security, but it can also be used to conceal wrongdoing. How then can we ensure that this power is used responsibly? Typically, the onus is put on lawmakers and judges, who are expected to oversee the executive. Yet because these actors lack access to the relevant information and the ability to determine the harm likely to be caused by its disclosure, they often defer to the executive's claims about the need for secrecy. As a result, potential abuses are more often exposed by unauthorized disclosures published in the press. But should such disclosures, which violate the law, be condoned? Drawing on several cases, Rahul Sagar argues that though whistleblowing can be morally justified, the fear of retaliation usually prompts officials to act anonymously--that is, to "leak" information. As a result, it becomes difficult for the public to discern when an unauthorized disclosure is intended to further partisan interests. Because such disclosures are the only credible means of checking the executive, Sagar writes, they must be tolerated. However, the public should treat such disclosures skeptically and subject irresponsible journalism to concerted criticism.
Secrets and Leaks examines the complex relationships among executive power, national security, and secrecy. State secrecy is vital for national security, but it can also be used to conceal wrongdoing. How then can we ensure that this power is used responsibly? Typically, the onus is put on lawmakers and judges, who are expected to oversee the executive. Yet because these actors lack access to the relevant information and the ability to determine the harm likely to be caused by its disclosure, they often defer to the executive's claims about the need for secrecy. As a result, potential abuses are more often exposed by unauthorized disclosures published in the press. But should such disclosures, which violate the law, be condoned? Drawing on several cases, Rahul Sagar argues that though whistleblowing can be morally justified, the fear of retaliation usually prompts officials to act anonymously--that is, to "leak" information. As a result, it becomes difficult for the public to discern when an unauthorized disclosure is intended to further partisan interests. Because such disclosures are the only credible means of checking the executive, Sagar writes, they must be tolerated, and, at times, even celebrated. However, the public should treat such disclosures skeptically and subject irresponsible journalism to concerted criticism.
He cries alone at night; he is hardly 4; it is almost 4 am. The world around him is fast asleep. He is new to this constant grappling with his mind and he learns how to torture himself. He comes up with elemental questions of life and philosophy but finds no answers and this frustrates him. He is a thinker; so much so that he cant sleep, it hurts. He doesnt cry anymore. He is close to 24. He thinks he has seen everything but then half the idiots out there feel the same way. So what makes him special? He is special because at different times and in different roles in his life he has touched perfection even if he has done so momentarily. The crash n burn too is poetic and beautiful. Lazarus!? He really has taken some outstanding catches and scored some unbelievable goals and more than anything else he wants the world to know this about him. Perhaps it is the only thing he wants the world to know about him. So this book is about the 4 year old, it is also about the 24 year old, and pretty much everything in between; the good, the bad and the ugly!
Includes information on author and playwright D.H. Lawrence such as a chronology of his life, a chronology of his writings, a checklist of his reading, calendar and maps of his travel, bibliography, filmography, and discography.
The global growth in the flow of patients and health professionals as well as medical technology, capital funding and regulatory regimes across national borders has given rise to new patterns of consumption and production of healthcare services over recent decades.
Veer Sagar successfully converted from CEO to entrepreneur when he was 55, founding Selectronic, a pioneer of the back-office revolution in India. In this candid and unique book, a blend of self-help and memoir, Sagar takes you on his entrepreneurial journey. He illustrates his principles with stories from his life to help you develop the traits and responsibilities of an accomplished leader: to think out of the box, create successful teams, and nurture talent and innovation. Sagar provides tips on how to make leading less daunting, including how to have difficult conversations with your bosses and peers and accept the vulnerability necessary to do good work, to enable you to set up and manage your own business. Think of Failure is not an Option as a motivational pep talk from your smartest friend and a must-read for anyone looking to build a successful career.
To Raise a Fallen People brings to light pioneering writing on international politics from nineteenth-century India. Drawing on extensive archival research, it unearths essays, speeches, and pamphlets that address fundamental questions about India’s place in the world. In these texts, prominent public figures urge their compatriots to learn English and travel abroad to study, debate whether to boycott foreign goods, differ over British imperialism in Afghanistan and China, demand that foreign policy toward the Middle East and South Africa account for religious and ethnic bonds, and query whether to adopt Western values or champion their own civilizational ethos. Rahul Sagar’s detailed introduction contextualizes these documents and shows how they fostered competing visions of the role that India ought to play on the world stage. This landmark book is essential reading for anyone interested in understanding the sources of Indian conduct in international politics.
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