237 Big Data courses

Duration 4 Days 24 CPD hours This course is intended for This in an intermediate-level Java development course geared for students experienced with Java and Spring programming essentials. This course does not cover Java or Spring development basics. Overview Working within in an engaging, hands-on learning environment, guided by our expert team, attendees will: Understand the ReactiveX specification Understand the basics of Reactive Programming Discuss the advantages and limitations of Observables Write a client application capable of handling Reactive events Apply operators to event streams to filter, modify and combine the objects emitted by event publishers Select the appropriate type of Event Source Use both Cold and Hot Observables Deal with backpressure problems in reactive programming Develop a reactive web application using Spring WebFlux Define application flows of a WebFlux application Use the WebClient API to work with both synchronous and streaming APIs Develop Unit and Integration tests to test WebFlux endpoints Creating a reactive REST endpoint Become familiar with the basics of WebSockets Create a WebSocket endpoint using Spring Create a WebSocket client Understand the basics of NoSQL Become familiar with the basics of MongoDB Understand how the data in MongoDB can be retrieved using a Reactive API Define Spring Data MongoDB repositories Query the MongoDB using Spring Data Define a reactive repository using MongoDB Explore the Spring Data R2DBC API to perform reactive CRUD operations against a relational database Spring Data reative allow us to implement database operations relying on Reative Programming APIs. While the Spring R2DBC initiative aims to bring reactive programming to relational databaes, several NoSQL databases already provide this possibility. After an introduction to NoSQL and the MongoDB, this courses covers the APIs available to communicate with this NoSQL database using both blocking and reactive APIs.Introdcution to Reactive Spring is a comprehensive Java training workshop geared for experienced developers who wish to explore concurrent, asynchronous and reactive programming APIs and techniques using Spring. After an introduction to reactive programming, Reactive Streams and the Project Reactor APIs, this course will show how this APIs are integrated into Spring. Spring 5 includes Spring WebFlux, providing a reactive programming model for web applications, including support for Reactive REST APIs. Spring WebSocket assists in the creation of web applications which provide a full-duplex, two-way communication between client and server. INTRODUCTION TO REACTIVE PROGRAMMING * Reactive Manifesto * Introduce ReactiveX * ReactiveX implementations * The Observer, Iterator pattern and functional programming * Discuss hot and cold publishers REACTIVE STREAMS API * Introduce the Reactive Streams specification * Publisher and Subscribers * java.util.concurrent.Flow * Transformation of Messages (Processor) * Controlling messages * Tutorial: Setup Eclipse for Using Maven INTRODUCTION * Introduce the Reactor Building blocks * Flux and Mono * Creating observables * Subscribing to a stream TESTING EVENT SOURCES (INTRODUCTION) * Testing reactive implementations * StepVerifier : test sequence of emitted items * Defining expectations * TestPublisher: produce test data to test downstream operators REACTIVE OPERATORS * Introduce Operators * Show the use of marble diagrams * Explain some commonly used operators * Callback operators SCHEDULERS (MULTITHREADING) * Thread usage of subscriber and consumer * Using the subscribeOn method * Introduce the Scheduler interface * Using the observeOn method BACKPRESSURE * Strategies for dealing with Backpressure * ?reactive pull? backpressure EXCEPTION HANDLING * Handling errors in onError * Exception handling strategies * Using onErrorReturn or onErrorNext operators * Using the retry operators * The Global Error Handler SPRING DATA REVIEW * Quick review of Spring Data repositories * Query return types * Defining Query methods * Pagination and sorting R2DBC * Reactive Relational Database Connectivity * DatabaseClient * Performing CRUD operations * Reactive Query annotated methods SPRING WEBFLUX: INTRODUCTION * Annotated Controllers * Functional Endpoints * WebFlux configuration * Creating a reactive REST endpoint DEFINING FLOWS * Defining the application flow * Actions * Defining decision * Navigating flows * RouterFunction VIEW TECHNOLOGIES * View technologies * Using Thymeleaf to create the view * View Configuration SPRING WEBCLIENT: INTRODUCTION TO WEBCLIENT * Working with asynchronous and streaming APIs * Making requests * Handling the response * Lab: WebClient WEBTESTCLIENT * Testing WebFlux server endpoints * Testing controllers or functions * Define integration tests INTRODUCTION TO SPRING REACTIVE WEBSOCKETS * Be familiar with the basics of WebSockets * Understand the HTTP handshake and upgrade * Name some of the advantages of WebSockets DEFINING THE WEBSOCKET * WebSocket Message Handling * WebSocketSession * Implementing the WebSockethandler * Creating a Browser WebSocket Client WEBSOCKET STOMP * Streaming (or Simple) text-orientated messaging protocol * Introduce SockJS * Connecting to the STOMP endpoint * Configuring the message broker * STOMP destinations REACTIVE WEBSOCKET * Reactive WebSocket support * Implement the reactive WebSocketHandler BIGDATA * Introduce Big Data * Explain the need for enhanced data storage INTRODUCTION TO MONGODB * JavaScript Object Notation Overview * Introduce Binary JSON (BSON) * Starting the database * Creating Collections and Documents * Executing ?simple? database commands * Introduce the ObjectID * Searching for documents using query operators * Updating and deleting documents * MongoDB Compass SPRING AND MONGODB * MongoDB Support in Spring Data * MongoClient and MongoTemplate * Spring Data MongoDB configuration * @EnableMongoRepositories * Adding documents to the database * The @Document and @Field annotations * Polymorphism and the _class property * The Criteria object SPRING DATA MONGODB * MongoRepository * Field naming strategy * Using JSON queries to find documents * The @PersistenceConstructor annotation REACTIVE REPOSITORIES WITH MONGODB * Using reactive repositories * ReactiveMongoTemplate * RxJava or Reactor ADDITIONAL COURSE DETAILS: Nexus Humans Introduction to Reactive Spring (TT3355 ) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Introduction to Reactive Spring (TT3355 ) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Duration 3 Days 18 CPD hours This course is intended for This introductory-level course is for experienced DBAs who will be working with MongoDB. In order to gain the most from this course you should have: Prior practical experience in Database Administration Experience working with Linux and be comfortable working with command line Overview This skills-focused course is approximately 50% hands-on. Our engaging instructors and mentors are highly experienced practitioners who bring years of current 'on-the-job' experience into every classroom. Working in a hands-on learning environment, guided by our expert team, attendees will explore: The MongoDB Basic Architecture and Installation MongoDB administration User Management MongoDB security Indexes Backup & Recovery High Availability / Replication Diagnostics & Troubleshooting MongoDB is fast becoming the database of choice for big data applications, being one of the most popular and widely implemented NoSQL databases. Its scalability, robustness, and flexibility have made it extremely popular among business enterprises who use it to implement a variety of activities including social communications, analytics, content management, archiving and other activities. This has led to an increased demand for MongoDB administrators who have the skills to handle cross functional duties. Geared for experienced DBAs, MongoDB for DBAs is a three-day hands-on course that explores the concepts, architecture and pitfalls of managing a MongoDB installation. This course is targeted to the DBA who is familiar with the concepts and tasks of working with a Relational database and is not responsible for a NoSQL MongoDB database. You will learn the critical aspects of MongoDB and use it to solve data management challenges. You will learn to manage MongoDB effectively by gaining expertise in MongoDB administration tools, syntax, MongoDB installations, configurations, security, troubleshooting, backup, scaling and many other features. The focus of this course is on practical skills and applying the DBA existing database knowledge to a MongoDB installation. INTRODUCTION TO MONGODB BASIC * Architecture and Installation * Differentiate database categories * Learn MongoDB design goals * List MongoDB tools * Describe JSON and BSON * Understanding the basic concepts of a Database * Database categories: What is NoSQL? Why NoSQL? Benefit over RDBMS * Types of NoSQL Database, and NoSQL vs. SQL Comparison, ACID & Base Property * CAP Theorem, implementing NoSQL and what is MongoDB? * Graph Database * Overview of MongoDB, Design Goals for MongoDB Server and Database, MongoDB tools * Understanding the following: Collection, Documents and Key/Values, etc., * Introduction to JSON and BSON documents * Environment setup (live Handson) and using various MongoDB tools available in the MongoDB Package MONGODB ADMINISTRATION * Take database backup and restore MongoDB© * Export and import data from/ to a MongoDB© instance * Check server status and DB status * Monitor various resource utilization of a mongod instance * Understand various optimization strategies * Administration concepts in MongoDB * Monitoring issues related to Database * Monitoring at Server, Database, Collection level, and various Monitoring tools related to MongoDB * Database Profiling, Locks, Memory Usage, No of connections, page fault etc., * Backup and Recovery Methods for MongoDB * Export and Import of Data to and from MongoDB * Run time configuration of MongoDB * Production notes/ best practices * Data Managements in MongoDB (Capped Collections/ Expired data from TTL), * TTL Collection Features * GridFS * Memory-Mapped Files * Journaling Mechanics * Storage Engines * Power of 2-Sized Allocations * No Padding Allocation Strategy * Diagnosing Performance Issues * Optimization Strategies for MongoDB * Configure Tag Sets for Replica Set. Optimize Query Performance * Monitoring Strategies for MongoDB . MongoDB Utilities * MongoDB Commands * MongoDB Management Service (MMS) * Data Backup Strategies in MongoDB * Copying Underlying Data Files * Backup with MongoDump * Fsync and Lock * MongoDB Ops Manager Backup Software * Security Strategies in MongoDB * Authentication Implementation in MongoDB . Authentication in a Replica set * Authentication on Sharded Clusters * Authorization * End-to-End Auditing for Compliance USER MANAGEMENT * Create a User Administrator. * Add a User to a Database. * Create/Assign User a Role. * Verify/Modify a User Access/Privileges. * Change a User?s Password MONGODB SECURITY * Knowing security concepts in MongoDB * Understand how Authentication and Authorisation works * Security Introduction * Security Concepts * INDEXES * Index Introduction, * Index Concepts, * Index Types * Index Properties * Index Creation and Indexing Reference * Introduction to Aggregation * Aggregation Approach to Aggregation sort Order * Pipeline Operators and Indexes * Text Indexes * Aggregate Pipeline Stages * Text Search * MapReduce * Index Creation * Aggregation Operations * Index Creation on Replica Set * Remove, Modify, and Rebuild Indexes * Listing Indexes * Measure Index Use * Control Index Use * Index Use Reporting * Geospatial Indexes * MongoDB?s Geospatial Query Operators * GeoWith Operator BACKUP & RECOVERY * Import and Export MongoDB Data * Restore and recovery of MongoDB(Including point in time Recovery) * Restore a Replica Set from MongoDB Backups * Recover Data after an Unexpected Shutdown * Backup and Restore with Filesystem Snapshots * Back Up and Restore with MongoDB Tools * Backup and Restore Sharded Clusters HIGH AVAILABILITY (REPLICATION ) * Understand the concept of Replication in MongoDB© ? Create a production like Replica Set * Introduction to Replication (High Availability), Concepts around Replication * What is Replica Set and Master Slave Replication? * Type of Replication in MongoDB * How to setup a replicated cluster & managing replica sets etc., * Master-Slave Replication * Replica Set in MongoDB * Automatic Failover * Replica Set Members * Write Concern * Write Concern Levels * Write Concern for a Replica Set * Modify Default Write Concern * Read Preference * Read Preference Modes * Blocking for Replication * Tag Set * Configure Tag Sets for Replica set. Replica Set Deployment Strategies . Replica Set Deployment Patterns * Oplog File * Replication State and Local Database, Replication Administration DIAGNOSTICS & TROUBLESHOOTING * Troubleshoot slow queries * Diagnose connectivity problems * Understand diagnostic tools * Learn common production issues * Learn fixes and solutions. ADDITIONAL COURSE DETAILS: Nexus Humans Introduction to MongoDB for DBAs (TTDB4680) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Introduction to MongoDB for DBAs (TTDB4680) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Are you fascinated with Netflix and YouTube recommendations and how they accurately recommend content that you would like to watch? Are you looking for a practical course that will teach you how to build intelligent recommendation systems? This course will show you how to build accurate recommendation systems in Python using real-world examples.

COURSE OVERVIEW Learn about the functions of Microsoft Azure from this AZ-900 | Microsoft Azure Fundamentals Full Course course. The course will give you a clear understanding of the basics of Microsoft Azure and how you can use this cloud platform to grow and strengthen your online existence. In this AZ-900 | Microsoft Azure Fundamentals Full Course course, you will learn about the tools and basic functions of Microsoft Azure. You will be familiarized with the core Azure services, security, privacy and compliance policies. This course will teach you how you can secure your website and account using multi-factor authentication and protect data from hackers. This course will also help you to understand the supports Azure can offer you and get the best suitable one for you. Microsoft Azure is one of the most popular and safe cloud platforms. This AZ-900 | Microsoft Azure Fundamentals Full Course course will teach you the functions of Microsoft Azure from scratch. You don't need any prior knowledge or technical background to understand the lessons of this course. LEARNING OUTCOMES * familiarize with the fundamentals of cloud services  * Understand the benefits of using cloud services  * Learn about the differences between capital expenditure and operational expenditure  * Be able to compare and contrast the IAAS, PAAS and SAAS service  * Learn about different cloud models and how they work  * Understand the core Azure architectural components  * Learn about the solutions you will get from Azure  * Learn about the management tools of Azure  * Get to know about the security and private privacy protocols of Microsoft Azure  * Understand how Azure identity services work * Familiarize with role-based access control system  * Understand the policies and compliance standards in Azure WHO IS THIS COURSE FOR? This comprehensive AZ-900 | Microsoft Azure Fundamentals Full Course is ideal for those who want to learn more about the functions of Microsoft Azure. You will learn about the application of Microsoft Azure and the career prospect from this course. ENTRY REQUIREMENT * This course is available to all learners, of all academic backgrounds. * Learners should be aged 16 or over to undertake the qualification. * Good understanding of English language, numeracy and ICT are required to attend this course. CERTIFICATION * After you have successfully completed the course, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy at the cost of £39 or in PDF format at the cost of £24. * PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. WHY CHOOSE US? * Affordable, engaging & high-quality e-learning study materials; * Tutorial videos/materials from the industry-leading experts; * Study in a user-friendly, advanced online learning platform; * Efficient exam systems for the assessment and instant result; * The UK & internationally recognized accredited qualification; * Access to course content on mobile, tablet or desktop from anywhere anytime; * The benefit of career advancement opportunities; * 24/7 student support via email. CAREER PATH AZ-900 | Microsoft Azure Fundamentals Full Course is a useful qualification to possess and would be beneficial for any related profession or industry such as: * Managers  * Managing Directors  * Management Executives  * Data Security Officers  * Programmers  * Microsoft Azure Developers  * Technicians  * Computer Operators  * Cloud Engineers  * Cloud Data Consultants  * Azure Consultants  * Data Scientists Course Introduction Introduction 00:04:00 Module 1 : Cloud Concepts What is Cloud Computing - I 00:05:00 What is Cloud Computing - II 00:06:00 Benefits of Cloud Computing 00:09:00 Key Concepts and Terminology 00:06:00 Economies of Scale 00:01:00 CapEx Vs OpEx 00:03:00 Cloud Models : What is Public Cloud 00:02:00 Cloud Models : Characteristics of Public Cloud 00:02:00 Cloud Models : What is Private Cloud 00:01:00 Cloud Models : Characteristics of Private Cloud 00:01:00 Cloud Models : Hybrid Cloud 00:01:00 Cloud Models : Characteristics of Hybrid Cloud 00:01:00 Review and What Next!! 00:01:00 What is IAAS 00:04:00 Use Cases of IAAS 00:02:00 What is PAAS ? 00:02:00 Use Cases of PAAS 00:04:00 What is SAAS ? 00:02:00 Cloud Models : Shared Responsibility Model 00:09:00 Module 2 : Core Azure Services Introduction 00:01:00 Azure Regions 00:01:00 Special Azure regions 00:01:00 Region pairs 00:01:00 Feature Availability Region Wise 00:01:00 Availability Zones 00:01:00 Availability Sets 00:02:00 What are Resource Groups? 00:02:00 Azure Resource Manager 00:01:00 What Next!! - Azure Core Services and Products 00:02:00 What is Azure Compute 00:01:00 Azure Virtual Machines - Audiocast Only 00:01:00 Azure Virtual Machines I - LAB 00:15:00 Azure Virtual Machines II - LAB 00:01:00 Azure Virtual Machines III - LAB 00:02:00 Azure Virtual Machines IV - LAB 00:04:00 Azure Virtual Machines V - LAB 00:03:00 Azure Virtual Machines VI - LAB 00:03:00 What are Containers? 00:04:00 Containers ( LAB Activity ) 00:07:00 Containers VS Virtual Machines 00:04:00 What Are Virtual Networks 00:01:00 Virtual Networks - LAB 00:15:00 Azure Load Balancer 00:01:00 VPN Gateway 00:01:00 Azure Application Gateway - I 00:02:00 Azure Application Gateway - II 00:01:00 Azure Content Delivery Networks (CDN's) 00:02:00 How CDN works ? 00:03:00 Azure CDN - Lab Activity 00:07:00 Azure Storage Services 00:01:00 Structured Data 00:01:00 Semi Structured Data 00:01:00 Unstructured Data 00:01:00 Azure Storage Account - Types 00:03:00 Azure Storage Account - Blob - Lab Activity - I 00:07:00 Azure Storage Account - Blog - Lab Activity - II 00:07:00 Azure Storage Account - Blob - Lab Activity - III 00:16:00 Azure Storage Account - Blog - Lab Activity - IV 00:09:00 Azure Storage Account - Blob - Lab Activity - V 00:04:00 Azure Storage Account - Blob - Lab Activity - VI 00:07:00 Azure Database Services 00:02:00 Azure SQL - Lab Demo 00:09:00 Azure MarketPlace 00:02:00 What is Internet of Things ( IOT ) - Intro 00:01:00 IOT Hub 00:01:00 IOT Hub Demo 00:09:00 Azure Big Data and Analytics 00:01:00 Azure SQL Data Warehouse 00:01:00 Azure HDInsights 00:01:00 Azure Data Lake Analytics 00:01:00 Machine Learning 00:02:00 Azure Machine Learning Services and Studio 00:02:00 What is Server less Computing ? 00:02:00 The concept of DevOps 00:03:00 Azure Management Tools 00:01:00 Creating Resources with Powershell - Lab Activity 00:05:00 Creating Resources with Azure CLI - Lab Activity 00:07:00 Provision Resources using Cloud Shell - Lab Activity 00:05:00 Deployment with JSON - Lab Activity 00:08:00 Azure Advisor 00:01:00 Module 2 : What did we learn 00:01:00 Module 3 Security, Privacy, Compliance and Trust What to expect in Module 3 00:01:00 Azure Firewalls 00:02:00 Azure Firewall - Lab Activity - notes 00:02:00 Azure Firewall - Lab Activity 00:19:00 Azure DDOS 00:02:00 Network Security Groups 00:03:00 Application Security Groups 00:02:00 Which Network Security Solution to choose from ? 00:04:00 AuthZ and AuthN 00:01:00 Azure Active Directory 00:02:00 Multi Factor Authentication 00:03:00 Azure Security Center 00:02:00 Azure Security center - LAB activity 00:08:00 Azure Key Vault 00:02:00 Azure Information Protection 00:02:00 Azure Advanced Threat Protection 00:04:00 What is Azure Policy 00:03:00 Azure Policy - Lab Activity 00:06:00 Azure Role Based Access Control ( RBAC ) 00:02:00 Azure Role Based Access Control ( RBAC ) - Lab Activity 00:07:00 Azure Locks 00:01:00 Azure Locks - Lab Activity 00:02:00 Azure Blueprints 00:01:00 Subscription Governance 00:02:00 Azure Tags 00:03:00 Azure Monitoring 00:02:00 Azure Monitor- Lab Activity 00:03:00 Azure Service Health 00:01:00 Monitoring Applications and Services 00:04:00 Compliance Terms and Requirements 00:02:00 Microsoft Privacy Statement 00:01:00 Microsoft Trust Center 00:01:00 Service Trust Portal 00:01:00 Azure Government Services 00:02:00 Azure Germany Services 00:01:00 Azure China 21Vianet 00:02:00 Module 4 : Azure Pricing and Support Module 4 Introduction : What tÌ¥o expect in this module 00:02:00 Azure Subscriptions 00:06:00 What are Management Groups 00:01:00 Purchase Azure Product & Services : Available Options 00:01:00 Usage Metrics 00:01:00 Factors Affecting Costs 00:02:00 The concept of Zones for Billing 00:02:00 Azure Pricing Calculator 00:04:00 Azure Total Cost of Ownership ( TCO ) 00:02:00 Ways to Minimize Costs in Azure 00:04:00 Azure Cost Management 00:02:00 Azure Support Plans 00:03:00 Alternative Support Options 00:02:00 Service Level Agreements ( SLA's ) 00:03:00 Composite SLA's 00:03:00 Improving Application SLA's 00:04:00 Public and Preview Features 00:01:00 Providing Feedback 00:01:00 General Availability 00:01:00 Azure Updates , Announcements and Roadmaps 00:01:00 Course Conclusion Course Conclusion 00:01:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

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Advance your data skills by mastering Spark programming in Python. This beginner's level course will help you understand the core concepts related to Apache Spark 3 and provide you with knowledge of applying those concepts to build data engineering solutions.

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