{"product_id":"sybexs-study-guide-for-snowflake-snowpro-core-certification-isbn-9781119824442","title":"Sybex's Study Guide for Snowflake SnowPro Core Certification","description":"\u003cp\u003e\u003cb\u003ePrepare smarter, faster, and better with the premier study guide for Snowflake SnowPro Core certification\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eSnowflake, a cloud-based data warehousing platform, has steadily gained popularity since its 2014 launch. Snowflake offers several certification exams, of which the SnowPro Core certification is the foundational exam. The SnowPro Core Certification validates an individual's grasp of Snowflake as a cloud data warehouse, its architectural fundamentals, and the ability to design, implement, and maintain secure, scalable Snowflake systems.\u003c\/p\u003e \u003cp\u003e\u003ci\u003eSybex’s Study Guide for Snowflake SnowPro Certification\u003c\/i\u003e delivers comprehensive coverage of every relevant exam topic on the Snowflake SnowPro Core Certification test. Prepare efficiently and effectively for the exam with online practice tests and flashcards, a digital glossary, and concise and easy-to-follow instruction from the subject-matter experts at Sybex. You'll gain the necessary knowledge to help you succeed in the exam and will be able to apply the acquired practical skills to real-world Snowflake solutions.\u003c\/p\u003e \u003cp\u003eThis \u003ci\u003eStudy Guide\u003c\/i\u003e includes:\u003c\/p\u003e \u003cul\u003e \u003cli\u003eComprehensive understanding of Snowflake's unique shared data, multi-cluster architecture\u003c\/li\u003e \u003cli\u003eGuidance on loading structured and semi-structured data into Snowflake\u003c\/li\u003e \u003cli\u003eUtilizing data sharing, cloning, and time travel features\u003c\/li\u003e \u003cli\u003eManaging performance through clustering keys, scaling compute up, down \u0026amp; across\u003c\/li\u003e \u003cli\u003eSteps to account management and security configuration including RBAC \u0026amp; MFA\u003c\/li\u003e \u003cli\u003eAll the info you need to obtain a highly valued credential for a rapidly growing new database software solution\u003c\/li\u003e \u003cli\u003eAccess to the Sybex online learning center, with chapter review questions, full-length practice exams, hundreds of electronic flashcards, and a glossary of key terms\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003ePerfect for anyone considering a new career in cloud-based data warehouse solutions and related fields, \u003ci\u003eSybex’s\u003c\/i\u003e \u003ci\u003eStudy Guide for Snowflake SnowPro Certification\u003c\/i\u003e is also a must-read for veteran database professionals seeking an understanding of one of the newest and fastest-growing niches in data.\u003c\/p\u003e \u003cp\u003eIntroduction xxi\u003c\/p\u003e \u003cp\u003eAssessment Test xxxiii\u003c\/p\u003e \u003cp\u003eAnswers to Assessment Test xxxviii\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 1: Introduction and Overview 1\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eIntroducing Snowflake 2\u003c\/p\u003e \u003cp\u003eSnowflake Journey 3\u003c\/p\u003e \u003cp\u003eSnowflake Certifications 3\u003c\/p\u003e \u003cp\u003eSigning Up for a Snowflake Trial 5\u003c\/p\u003e \u003cp\u003eSummary 13\u003c\/p\u003e \u003cp\u003eExam Essentials 14\u003c\/p\u003e \u003cp\u003eReview Questions 15\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 2: Snowflake Architecture 17\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eTraditional Database Architectures 18\u003c\/p\u003e \u003cp\u003eSnowflake’s Hybrid Architecture 19\u003c\/p\u003e \u003cp\u003eThe Three Layers of Snowflake Architecture 20\u003c\/p\u003e \u003cp\u003eThe Database Storage Layer: Micro-Partitions and Clustering 22\u003c\/p\u003e \u003cp\u003eThe Query Processing Layer: The Concept of a Virtual\u003c\/p\u003e \u003cp\u003eWarehouse 26\u003c\/p\u003e \u003cp\u003eConfiguring a Virtual Warehouse 30\u003c\/p\u003e \u003cp\u003eSummary 32\u003c\/p\u003e \u003cp\u003eExam Essentials 33\u003c\/p\u003e \u003cp\u003eReview Questions 34\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 3: Interfaces and Connectivity 39\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eSnowflake Web UI 40\u003c\/p\u003e \u003cp\u003eWeb Interface Components 41\u003c\/p\u003e \u003cp\u003eSnowflake Partners 46\u003c\/p\u003e \u003cp\u003eSnowflake Connectors and Drivers 46\u003c\/p\u003e \u003cp\u003eUser Defined Functions 47\u003c\/p\u003e \u003cp\u003eSnowSQL 47\u003c\/p\u003e \u003cp\u003eNew Snowflake Web Interface 50\u003c\/p\u003e \u003cp\u003eSummary 53\u003c\/p\u003e \u003cp\u003eExam Essentials 53\u003c\/p\u003e \u003cp\u003eReview Questions 54\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 4: Loading Data 57\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eData Loading in Snowflake 59\u003c\/p\u003e \u003cp\u003eSupported File Formats for Loading Data 60\u003c\/p\u003e \u003cp\u003eCompression 60\u003c\/p\u003e \u003cp\u003eEncryption 60\u003c\/p\u003e \u003cp\u003eWhat Is a Stage? 61\u003c\/p\u003e \u003cp\u003eExternal Stage 62\u003c\/p\u003e \u003cp\u003eInternal Stages 62\u003c\/p\u003e \u003cp\u003eData Loading via Internal Stages 64\u003c\/p\u003e \u003cp\u003eLoading On-premises Data via the Table Stage 64\u003c\/p\u003e \u003cp\u003eLoading On-premises Data via the User Stage 67\u003c\/p\u003e \u003cp\u003eLoading On-premises Data via the Named Internal Stage 70\u003c\/p\u003e \u003cp\u003eData Ingestion Using the Named External Stage 73\u003c\/p\u003e \u003cp\u003eLoading Data from Cloud Storage via the External Stage 74\u003c\/p\u003e \u003cp\u003eLoading Data via the Snowflake Web UI 75\u003c\/p\u003e \u003cp\u003eBasic Data Transformations While Ingesting 77\u003c\/p\u003e \u003cp\u003eExternal Tables 79\u003c\/p\u003e \u003cp\u003eSemi-Structured Data 81\u003c\/p\u003e \u003cp\u003eThe \u003ci\u003eVARIANT \u003c\/i\u003eData Type and Semi-Structured Data 81\u003c\/p\u003e \u003cp\u003eLoading NDJSON Data 82\u003c\/p\u003e \u003cp\u003eLoading JSON Data 85\u003c\/p\u003e \u003cp\u003eUnloading Data from Snowflake 88\u003c\/p\u003e \u003cp\u003eFile Formats Supported for Unloading 89\u003c\/p\u003e \u003cp\u003eCompression 89\u003c\/p\u003e \u003cp\u003eEncryption 90\u003c\/p\u003e \u003cp\u003eUnload Data to an On-premises System via an Internal Stage 90\u003c\/p\u003e \u003cp\u003eLoad Near-Real- Time Streaming Data 91\u003c\/p\u003e \u003cp\u003eHow Snowpipe Works 92\u003c\/p\u003e \u003cp\u003eOptimizing Data Loading and Unloading 93\u003c\/p\u003e \u003cp\u003eBulk Load Optimization 93\u003c\/p\u003e \u003cp\u003eOptimizing Snowpipe Loads 93\u003c\/p\u003e \u003cp\u003eOptimizing Data Unloading 93\u003c\/p\u003e \u003cp\u003eSummary 94\u003c\/p\u003e \u003cp\u003eExam Essentials 94\u003c\/p\u003e \u003cp\u003eReview Questions 95\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 5 Data Pipelines 99\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eIntroducing Tasks 100\u003c\/p\u003e \u003cp\u003eScheduling a Task 100\u003c\/p\u003e \u003cp\u003eConnecting Multiple Tasks in a Task Tree 104\u003c\/p\u003e \u003cp\u003eUser-Managed and Serverless Tasks 107\u003c\/p\u003e \u003cp\u003eIntroducing Streams 110\u003c\/p\u003e \u003cp\u003eCapture Changes Using Streams 110\u003c\/p\u003e \u003cp\u003eSummary 114\u003c\/p\u003e \u003cp\u003eExam Essentials 114\u003c\/p\u003e \u003cp\u003eReview Questions 115\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 6 Continuous Data Protection 117\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eComponents of Continuous Data Protection 118\u003c\/p\u003e \u003cp\u003eData Encryption 118\u003c\/p\u003e \u003cp\u003eAccess Control 118\u003c\/p\u003e \u003cp\u003eNetwork Policies 119\u003c\/p\u003e \u003cp\u003eTime Travel 119\u003c\/p\u003e \u003cp\u003eFail-safe 119\u003c\/p\u003e \u003cp\u003eTime Travel and Fail-safe 119\u003c\/p\u003e \u003cp\u003eTime Travel in Action 122\u003c\/p\u003e \u003cp\u003eUndrop Using Time Travel 127\u003c\/p\u003e \u003cp\u003eTime Travel and Fail-Safe Storage Costs 128\u003c\/p\u003e \u003cp\u003eTemporary Tables 129\u003c\/p\u003e \u003cp\u003eTransient Tables 129\u003c\/p\u003e \u003cp\u003eSummary 129\u003c\/p\u003e \u003cp\u003eExam Essentials 130\u003c\/p\u003e \u003cp\u003eReview Questions 131\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 7 Cloning and Data Sharing 133\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eZero-Copy Cloning 134\u003c\/p\u003e \u003cp\u003eHow Zero-Copy Cloning Works 135\u003c\/p\u003e \u003cp\u003eDatabase, Schema, and Table Cloning 138\u003c\/p\u003e \u003cp\u003eCloning with Time Travel 142\u003c\/p\u003e \u003cp\u003eSecure Data Sharing in Snowflake 143\u003c\/p\u003e \u003cp\u003eDirect Sharing 144\u003c\/p\u003e \u003cp\u003eSnowflake Data Marketplace 150\u003c\/p\u003e \u003cp\u003eData Exchange 151\u003c\/p\u003e \u003cp\u003eSummary 152\u003c\/p\u003e \u003cp\u003eExam Essentials 152\u003c\/p\u003e \u003cp\u003eReview Questions 154\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 8 Performance 157\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eSnowflake Performance Considerations 158\u003c\/p\u003e \u003cp\u003eVirtual Warehouse Configuration 160\u003c\/p\u003e \u003cp\u003eVirtual Warehouse Scaling Up and Down 160\u003c\/p\u003e \u003cp\u003eScaling Out Using Multi-cluster Virtual Warehouses 161\u003c\/p\u003e \u003cp\u003eCaching in Snowflake 164\u003c\/p\u003e \u003cp\u003eMetadata Cache 165\u003c\/p\u003e \u003cp\u003eQuery Result Cache 166\u003c\/p\u003e \u003cp\u003eVirtual Warehouse Cache 167\u003c\/p\u003e \u003cp\u003eMicro-partition Pruning 168\u003c\/p\u003e \u003cp\u003eMicro-partitions and Data Clustering 169\u003c\/p\u003e \u003cp\u003eWhat Happens Behind the Scenes 169\u003c\/p\u003e \u003cp\u003eClustering Keys 170\u003c\/p\u003e \u003cp\u003eSearch Optimization 171\u003c\/p\u003e \u003cp\u003eMaterialized Views 171\u003c\/p\u003e \u003cp\u003eSummary 172\u003c\/p\u003e \u003cp\u003eExam Essentials 173\u003c\/p\u003e \u003cp\u003eReview Questions 175\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 9 Security 179\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eData Encryption at Rest 180\u003c\/p\u003e \u003cp\u003eKey Rotation and Rekeying 181\u003c\/p\u003e \u003cp\u003eTri-Secret Secure 181\u003c\/p\u003e \u003cp\u003eAuthentication 181\u003c\/p\u003e \u003cp\u003eMultifactor Authentication (MFA) 181\u003c\/p\u003e \u003cp\u003eKey Pair Authentication 183\u003c\/p\u003e \u003cp\u003eSSO via SAML 2.0 Federated Authentication 183\u003c\/p\u003e \u003cp\u003ePassword Policies 183\u003c\/p\u003e \u003cp\u003eUser Provisioning Through SCIM 184\u003c\/p\u003e \u003cp\u003eAuthorization 184\u003c\/p\u003e \u003cp\u003eAccess Control in Snowflake 185\u003c\/p\u003e \u003cp\u003eColumn-Level Security 188\u003c\/p\u003e \u003cp\u003eRow-Level Security 188\u003c\/p\u003e \u003cp\u003eSecure Views and Secure UDFs 189\u003c\/p\u003e \u003cp\u003eUser Access Audit Log 189\u003c\/p\u003e \u003cp\u003eNetwork 189\u003c\/p\u003e \u003cp\u003eNetwork Policies 189\u003c\/p\u003e \u003cp\u003eSupport for Private Connectivity 190\u003c\/p\u003e \u003cp\u003eEncryption for All Communication 190\u003c\/p\u003e \u003cp\u003eCompliance with Standards 190\u003c\/p\u003e \u003cp\u003eSummary 191\u003c\/p\u003e \u003cp\u003eExam Essentials 192\u003c\/p\u003e \u003cp\u003eReview Questions 194\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 10 Account and Resource Management 197\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eResource Monitors 198\u003c\/p\u003e \u003cp\u003eSystem Usage and Billing 205\u003c\/p\u003e \u003cp\u003eThe ACCOUNT_USAGE Schema 206\u003c\/p\u003e \u003cp\u003eThe INFORMATION_SCHEMA Schema 209\u003c\/p\u003e \u003cp\u003eSnowflake Releases 214\u003c\/p\u003e \u003cp\u003ePhased Release Process for Full Releases 214\u003c\/p\u003e \u003cp\u003eSummary 214\u003c\/p\u003e \u003cp\u003eExam Essentials 215\u003c\/p\u003e \u003cp\u003eReview Questions 216\u003c\/p\u003e \u003cp\u003e\u003cb\u003eAppendix Answers to the Review Questions 219\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eChapter 1: Introduction and Overview 220\u003c\/p\u003e \u003cp\u003eChapter 2: Snowflake Architecture 220\u003c\/p\u003e \u003cp\u003eChapter 3: Interfaces and Connectivity 222\u003c\/p\u003e \u003cp\u003eChapter 4: Loading Data 224\u003c\/p\u003e \u003cp\u003eChapter 5: Data Pipelines 226\u003c\/p\u003e \u003cp\u003eChapter 6: Continuous Data Protection 226\u003c\/p\u003e \u003cp\u003eChapter 7: Cloning and Data Sharing 227\u003c\/p\u003e \u003cp\u003eChapter 8: Performance 229\u003c\/p\u003e \u003cp\u003eChapter 9: Security 231\u003c\/p\u003e \u003cp\u003eChapter 10: Account and Resource Management 232\u003c\/p\u003e \u003cp\u003eIndex 235\u003c\/p\u003e \u003cp\u003e\u003cb\u003eHamid Mahmood Qureshi\u003c\/b\u003e is a Senior Cloud and Datawarehouse Professional with two decades of experience architecting, designing, and leading the deployment of many data warehouses and business intelligence solutions. He has substantial experience and qualifications in various data analytics systems, including Teradata, Oracle, Hadoop, and modern cloud-based tools like Snowflake. Having worked extensively with traditional technologies combined with his knowledge of modern platforms, he has accumulated substantial practical expertise in data warehousing and analytics on Snowflake, which he has captured in his publications.  \u003c\/p\u003e\u003cp\u003e\u003cb\u003eYour comprehensive blueprint to preparing for the SnowPro Core Certification COF-C02 exam\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003ci\u003eSybex's Study Guide for Snowflake SnowPro Core Certification\u003c\/i\u003e (COF-C02 EXAM) is your complete resource for authoritative coverage of the challenging SnowPro Core Certification COF-C02 exam. This Sybex Study Guide covers 100% of the exam's subject areas. Prepare for the test smarter and faster with Sybex thanks to efficient and accurate content, including expert study tools, real-world knowledge, key exam concepts, and topic reviews. Reinforce and retain what you've learned with the Sybex online learning environment and test bank, accessible across multiple devices. Prepare for the Snowflake SnowPro Core Certification exam with Sybex.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eCoverage of 100% of all exam objectives in this Study Guide means you'll develop an understanding of:\u003c\/b\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eSnowflake Data Platform Features and Architecture\u003c\/li\u003e \u003cli\u003eAccount Access and Security\u003c\/li\u003e \u003cli\u003ePerformance Concepts\u003c\/li\u003e \u003cli\u003eData Loading and Unloading\u003c\/li\u003e \u003cli\u003eData Transformation\u003c\/li\u003e \u003cli\u003eData Protection and Data Sharing\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cb\u003eABOUT THE SNOWPRO CORE CERTIFICATION PROGRAM\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eThe SnowPro Core Certification demonstrates your ability to implement and migrate to Snowflake. The credential proves you have a thorough understanding of Snowflake as a cloud data warehouse and can design, develop, and manage secure and scalable Snowflake solutions.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eInteractive learning environment\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eTake your exam prep to the next level with Sybex's superior interactive online study tools. To access our learning environment, simply visit www.wiley.com\/go\/sybextestprep, register your book to receive your unique PIN, and instantly gain one year of FREE access after activation to:\u003c\/p\u003e \u003cul\u003e \u003cli\u003eInteractive test bank with 100 practice questions to help you identify areas where further review is needed. Get more than 90% of the answers correct, and you're ready to take the certification exam.\u003c\/li\u003e \u003cli\u003e200 electronic flashcards to reinforce learning and last-minute prep before the exam\u003c\/li\u003e \u003cli\u003eComprehensive glossary in PDF format gives you instant access to the key terms so you are fully prepared\u003c\/li\u003e \u003c\/ul\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":47990121365733,"sku":"NP9781119824442","price":60.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1842\/7735\/files\/9781119824442.jpg?v=1761786594","url":"https:\/\/k12savings.com\/products\/sybexs-study-guide-for-snowflake-snowpro-core-certification-isbn-9781119824442","provider":"K12savings","version":"1.0","type":"link"}