1200 Courses

This comprehensive course will guide you to use the power of Python to evaluate recommender system datasets based on user ratings, user choices, music genres, categories of movies, and their years of release with a practical approach to build content-based and collaborative filtering techniques for recommender systems with hands-on experience.

Welcome to the Complete Strapi Course, where we will start from the basics and learn how to build and deploy a full app with custom features and a full plugin. We will be building our own developer blog application and learning how to deploy it with two different architectures and CI/CD pipeline. Basic knowledge of JavaScript and React is a requirement.

Duration 4 Days 24 CPD hours This course is intended for Storage and virtual infrastructure consultants, solution architects, and administrators who are responsible for production support and administration of VMware vSAN 8.0. Overview By the end of the course, you should be able to meet the following objectives: Describe vSAN concepts Detail the underlying vSAN architecture and components Explain the key features and use cases for vSAN Identify requirements and planning considerations for vSAN clusters Explain the importance vSAN node hardware compatibility Describe the different vSAN deployment options Explain how to configure vSAN fault domains Detail how to define and create a VM storage policy Discuss the impact of vSAN storage policy changes Detail vSAN resilience and data availability Describe vSAN storage space efficiency Explain how vSAN encryption works Detail VMware HCI Mesh™ technology and architecture Detail vSAN File Service architecture and configuration Describe how to setup a stretched and a two-node vSAN cluster Describe vSAN maintenance mode and data evacuation options Define the steps to shut down a vSAN cluster for maintenance Explain how to use proactive tests to check the integrity of a vSAN cluster Use VMware Skyline Health™ for monitoring vSAN health Use VMware Skyline Health to investigate and help determine failure conditions Discuss vSAN troubleshooting best practices Describe vSAN Express Storage Architecture™ concepts During this course, you will gain the knowledge, skills, and tools to plan and deploy a VMware vSAN? cluster. You will learn about managing and operating vSAN. This course focuses on building the required skills for common Day-2 vSAN administrator tasks such as vSAN node management, cluster maintenance, security operations, troubleshooting and advanced vSAN cluster operations. You will learn these skills through the completion of instructor-led activities and hands-on lab exercises. Course Introduction Introduction and course logistics Course objectives Introduction to vSAN Describe vSAN architecture Describe the vSAN software components: CLOM, DOM, LSOM, CMMDS, and RDT Identify vSAN objects and components Describe the advantages of object-based storage Describe the difference between All-Flash and Hybrid vSAN architecture Explain the key features and use cases for vSAN Discuss the vSAN integration and compatibility with other VMware technologies Planning a vSAN Cluster Identify requirements and planning considerations for vSAN clusters Apply vSAN cluster planning and deployment best practices Determine and plan for storage consumption by data growth and failure tolerance Design vSAN hosts for operational needs Identify vSAN networking features and requirements Describe ways of controlling traffic in a vSAN environment Recognize best practices for vSAN network configurations Deploying a vSAN Cluster Recognize the importance of hardware compatibility Ensure the compatibility of driver and firmware versioning Use tools to automate driver validation and installation Apply host hardware settings for optimum performance Use VMware vSphere© Lifecycle ManagerTM to perform upgrades Deploy and configure a vSAN Cluster using the Cluster QuickStart wizard Manually configure a vSAN Cluster using VMware vSphere© Client? Explain and configure vSAN fault domains Using VMware vSphere© High Availability with vSAN Understand vSAN Cluster maintenance capabilities Describe the difference between implicit and explicit fault domains Create explicit fault domains vSAN Storage Policies Describe a vSAN object Describe how objects are split into components Explain the purpose of witness components Explain how vSAN stores large objects View object and component placement on the vSAN datastore Explain how storage policies work with vSAN Define and create a virtual machine storage policy Apply and modify virtual machine storage policies Change virtual machine storage policies dynamically Identify virtual machine storage policy compliance status vSAN Resilience and Data Availability Describe and configure the Object Repair Timer advanced option Plan disk replacement in a vSAN cluster Plan maintenance tasks to avoid vSAN object failures Recognize the importance of managing snapshot utilization in a vSAN cluster Managing vSAN Storage Space Efficiency Discuss deduplication and compression techniques Understand deduplication and compression overhead Discuss compression only mode Configure erasure coding Configure swap object thin provisioning Discuss reclaiming storage space with SCSI UNMAP Configure TRIM/UNMAP vSAN Security Operations Identify differences between VM encryption and vSAN encryption Perform ongoing operations to maintain data security Describe the workflow of data-in transit encryption Identify the steps involved in replacing Key Management Server vSAN HCI Mesh Understand the purpose of vSAN HCI Mesh Detail vSAN HCI Mesh technology and architecture Perform mount and unmount of a remote datastore vSAN File Service and iSCSI Target Service Understand the purpose of vSAN File Services Detail vSAN File Services architecture Configure vSAN File Shares Describe vSAN iSCSI Target Service vSAN Stretched and Two Node Clusters Describe the architecture and uses case for stretched clusters Detail the deployment and replacement of a vSAN witness node Describe the architecture and uses case for two-node clusters Explain storage policies for vSAN stretched cluster vSAN Cluster Maintenance Perform typical vSAN maintenance operations Describe vSAN maintenance modes and data evacuation options Assess the impact on cluster objects of entering maintenance mode Determine the specific data actions required after exiting maintenance mode Define the steps to shut down and reboot hosts and vSAN clusters Use best practices for boot devices Replace vSAN nodes vSAN Cluster Monitoring Describe how the Customer Experience Improvement Program (CEIP) enables VMware to improve products and services Use VMware Skyline Health for monitoring vSAN cluster health Manage alerts, alarms, and notifications related to vSAN in VMware vSphere© Client? Create and configure custom alarms to trigger vSAN health issues Use IOInsight metrics for monitoring vSAN performance Use a vSAN proactive test to detect and diagnose cluster issues vSAN Troubleshooting Use a structured approach to solve configuration and operational problems Apply troubleshooting methodology to logically diagnose faults and optimize troubleshooting efficiency Use VMware Skyline Health to investigate and help determine failure conditions Explain which log files are useful for vSAN troubleshooting vSAN Express Storage Architecture Understand the purpose of vSAN Express Storage Architecture Describe the vSAN Express Storage Architecture components Identify Storage Policy differences Understand compression and encryption operation differences

The course starts with requirements gathering and ends with implementation, which are the two main elements of software development. Through this course, you will learn to use UML diagrams to analyze and design classes and to highlight relationships between the classes. You will also learn to implement and program the design in C++, C#, and Java.

The course is crafted to reflect the in-demand skills in the marketplace that will help you in mastering the key concepts and methodologies of RL and deep RL, along with several practical implementations. This course will help you know the theory and practical aspects of reinforcement and deep reinforcement learning.

GitHub is one of the most important code hosting platforms. This hands-on course will help you to understand the concepts with real-world scenarios and use cases. This course will help you become a better developer. No prior coding experience is needed to take up this course, just dedication and commitment to learning.

Computer programmers create specific codes for certain functions to make a computer operate flawlessly. You need to learn different types of programming languages which this course can teach you to become an expert computer programmer. Learning the different programming languages in this Computer Programming Experts Level is beneficial since each language has their own strengths, limitations, and applications. Having an extensive knowledge and skills of these languages will help a programmer cater to different projects. Course Highlights The price is for the whole course including final exam - no hidden fees Accredited Certificate upon successful completion at an additional cost Efficient exam system with instant results Track progress within own personal learning portal 24/7 customer support via live chat Computer Programming Experts Level has been given CPD accreditation and is one of the best-selling courses available to students worldwide. This valuable course is suitable for anyone interested in working in this sector or who simply wants to learn more about the topic. If you're an individual looking to excel within this field then Computer Programming Experts Level is for you. We've taken this comprehensive course and broken it down into several manageable modules which we believe will assist you to easily grasp each concept - from the fundamental to the most advanced aspects of the course. It really is a sure pathway to success. All our courses offer 12 months access and are designed to be studied at your own pace so you can take as much or as little time as you need to complete and gain the full CPD accredited qualification. And, there are no hidden fees or exam charges. We pride ourselves on having friendly and experienced instructors who provide full weekday support and are ready to help with any of your queries. So, if you need help, just drop them an email and await a speedy response. Furthermore, you can check the validity of your qualification and verify your certification on our website at anytime. So, why not improve your chances of gaining professional skills and better earning potential. Assessment and Certification At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. After you have successfully passed the final exam, you will be able to order an Accredited Certificate of Achievement at an additional cost of £19 for a PDF copy and £29 for an original print copy sent to you by post or for both £39. Career Path Not only does our CPD and CiQ accredited course look good on your CV, setting you apart from the competition, it can be used as a stepping stone to greater things. Further advance your learning, launch a new career or reinvigorate an existing one. On successful completion of this course, you have the potential to achieve an estimated salary of £30,000. The sky really is the limit. Course Curriculum Computer Programming at a Glance COMPUTER PROGRAMMING AT A GLANCE 01:00:00 UNDERSTANDING THE LANGUAGE OF THE COMPUTER 00:30:00 Choosing a Language 00:30:00 Basic Programming Language BASIC Programming Language 01:00:00 Getting Started with BASIC Programming Language 01:00:00 BASIC Overview of BASIC Components 01:00:00 BASIC Special Variables 01:00:00 BASIC Probability Functions 01:00:00 Filtering the Data Set or Splitting the Data Set 01:00:00 DATA Blocks 01:00:00 DELETE Statement 01:00:00 FOR…NEXT Statement 01:00:00 IF. . . THEN Statement 01:00:00 PHP Programming Welcome to the world of programming! 00:30:00 Getting Started 01:00:00 Let's Start Coding! 01:00:00 PHP Strings 01:00:00 PHP Variables 01:00:00 Useful Variables 00:30:00 PHP Includes & Problem Solving 01:00:00 Tip When Creating Inc Pages 00:30:00 Redirecting Using PHP 00:30:00 Multiple Conditions 01:00:00 PHP Arrays 01:00:00 PHP Loops 01:00:00 Note on PHP Math Functions: 00:30:00 Functions 01:00:00 PHP Sessions 00:30:00 Cookies 01:00:00 Introduction to MySQL 01:00:00 Making The Connection 01:00:00 Inserting Data 01:00:00 Deleting / Removing Data 00:15:00 Mock Exam Mock Exam - Computer Programming Experts Level 00:30:00 Final Exam Final Exam - Computer Programming Experts Level 00:30:00

Guarantee the accuracy and quality of your accounting work by making use of the business world's most popular and trusted software. Xero- UK customer base grew by 51% compared to the same period last year. Xero is the UK's number one cloud accountancy software provider for small business finance. Whether in accounting, bookkeeping, payroll management, invoicing or any cloud-based cloud-based accounting you can name, it can be done with this course. So, if you are a business owner who wants to manage his accounts easily and accurately or an aspiring individual looking to add an invaluable skill to your arsenal, then this course bundle is the perfect way for you. Our Xero bundle will guide you step by step on how everything is done in this course. You will learn how to set up business accounts, invoices, sales, purchases, bills, fixed assets, VAT returns, Payroll management, and much more. How our Xero bundle will help you: You don't need to store files on your computer with cloud accounting You can handle your accounts from wherever you are It's safe and secure as well as user-friendly You can upgrade as needed to suit your business needs, and it makes collaboration easy How to sign up to Xero and get your account setup quickly and accurately Learn about Sales invoice layouts, creating and sending invoices How to create reports that you can then print or download How to set up and run a straightforward Payroll With a single payment, you will gain access to Level 3 Xero Accounting & Bookkeeping including 10 premium courses, an original hardcopy certificate, transcript and a student ID card. What courses are included in this Xero Bundle? Course 1: Xero Course 2: Xero Projects & Job Costing Course 3: Xero Advisor Training Course 4: Introduction to Accounting Course 5: Level 3 Tax Accounting Course 6: Certificate in Anti Money Laundering (AML) Course 7: Data Analysis in Microsoft Excel Complete Training Course 8: Decision Making Course 9: Effective Communication Skills Diploma Course 10: Time Management Course 11: Professional Bookkeeping Course Xero is the benchmark for cloud-based Accountancy software and the preferred platform for leading businesses, so experience in its use is a huge advantage. Benefits you'll get from choosing Apex Learning: Pay once and get lifetime access to 11 CPD courses from this Xero bundle Free e-Learning App for engaging reading materials & helpful assistance Certificates, student ID for the Xero course included in a one-time fee Accessible, informative modules of courses designed by expert instructors Study this Xero course from your computer, tablet or mobile device CPD accredited Xero course - improve the chance of gaining professional skills Gain valuable knowledge of Xero without leaving your home So, enrol Xero now to advance your career! You'll discover how to master the Xero skill while exploring relevant and essential topics. Course Curriculum of Xero Bundle Getting StartedIntroduction - Getting StartedSigning up to XeroQuick TourInitial SettingsChart of AccountsAdding a Bank AccountDemo CompanyTracking CategoriesContacts Invoices and SalesIntroduction - Invoices and SalesSales ScreensInvoice SettingsCreating an InvoiceRepeating InvoicesCredit NotesQuotes SettingsCreating QuotesOther Invoicing TasksSending StatementsSales Reporting Bills and PurchasesIntroduction - Bills and PurchasesPurchases ScreensBill SettingsCreating a BillRepeating BillsCredit NotesPurchase Order SettingsPurchase OrdersBatch PaymentsOther Billing TasksSending RemittancesPurchases Reporting Bank AccountsIntroduction - Bank AccountsBank Accounts ScreensAutomatic MatchingReconciling InvoicesReconciling BillsReconciling Spend MoneyReconciling Receive MoneyFind and MatchBank RulesCash CodingRemove and Redo vs UnreconciledUploading Bank TransactionsAutomatic Bank Feeds Products and ServicesIntroduction - Products and ServicesProducts and Services ScreenAdding ServicesAdding Untracked ProductsAdding Tracked Products Fixed AssetsIntroduction - Fixed AssetsFixed Assets SettingsAdding Assets from Bank TransactionsAdding Assets from Spend MoneyAdding Assets from BillsDepreciation PayrollIntroduction - PayrollPayroll SettingsAdding EmployeesPaying EmployeesPayroll Filing VAT ReturnsIntroduction - VAT ReturnsVAT SettingsVAT Returns - Manual FilingVAT Returns - Digital Filing Xero Projects & Job Costing Introduction Getting Started Setting up Staff Small Project Example Quotes Products & Services Invoicing Reporting Bigger Project Example Projects and Profit & Loss Thank You Xero Advisor Training Getting Started Setting up the System Customers and Suppliers Fixed Assets Bank Payments and Receipts Petty Cash Bank Reconciliation Business Credit Card Account Aged Reports Payroll and Journals VAT Return CIS Return Accrual and Prepayment Accrued Income and Deferred Income Depreciation Journal Management Reports Preparation of Budget --------- 10 more courses-------- How will I get my Xero Certificate? After successfully completing the Xero course, you can order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) So, enrol Xero now to advance your career! CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Xero bundle. Requirements This Xero course has been designed to be fully compatible with tablets and smartphones. Career path This Xero course will lead you to many career opportunities, here are few prospects: Bookkeeper - £25,000 per annum Accountant - £30,000 per annum Account Specialist - £39,002 per annum Migration and Development Manager - £23,000 per annum Bookkeeping Supervisor - £29,000 per annum Accounts Assistant - - £21,000 per annum Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Level 3 Xero Training) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

Are you interested in learning and deploying applications at scale using Google Cloud platform? Do you lack hands-on exposure when it comes to deploying applications and seeing them in action? Then this course is for you. You will also learn microservices and event-driven architectures with real-world use case implementations.

Embark on a digital journey of creativity and mastery with our Web Design Bundle. Unleash your potential today!