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Dive into the world of image segmentation with PyTorch. From tensors to UNet and FPN architectures, grasp the theory behind convolutional neural networks, loss functions, and evaluation metrics. Learn to mold data and tackle real-world projects, equipping developers and data scientists with versatile deep-learning skills.
With over 140 clients, from FTSE 100 companies to small SMEs, from publishing to transport services, from central Government to Parish Council, we are well placed to provide GDPR consultancy services to all businesses, local authorities and charities.
Explore offline-first app development with Angular, Ionic, PouchDB, and CouchDB. Sync data effortlessly, design for web and mobile, and deploy with ease for a seamless user experience. Learn data synchronization, advanced features such as RxJS and custom pipes, implement state machines with XState, and build scalable, multi-platform web apps.
In this comprehensive course, you will learn everything you need to know about SQL and Microsoft SQL Server, from the basic to advanced topics. With easy-to-follow lessons and hands-on exercises, you will gain the skills and confidence to work with databases like a pro. Perfect for beginners and anyone looking to expand their data management skills.
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.
Unleash the potential of cloud solutions with the AZ-204 Developing Solutions for Microsoft Azure course. Discover in-depth training on Azure Virtual Machines, App Services, Containers, and more to innovate and scale with Microsoft Azure's dynamic cloud platform.
With this course, you will be a professional Linux administrator and be able to apply for Linux jobs. You will be able to prepare yourself for the EX-200 exam and become a Redhat Certified System Administrator (RHCSA - EX200).
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PRINCE2® Foundation: Virtual In-House Training Projects fail for a variety of reasons including poor planning, lack of defined quality criteria, poor understanding of the business drivers, inadequate control, and lack of senior management involvement in other words, lack of a structured best practice approach to project delivery. PRINCE2® (6th Edition is the current version) is a structured, process-based approach to project management providing a methodology which can be easily tailored and scaled to suit all types of projects. It is the de facto standard for project management in the UK Government and is used extensively in more than 150 countries worldwide with in excess of 20,000 organizations already benefiting from its powerful approach. It can be used easily in combination with PMI®'s PMBOK® Guideto provide a robust project management methodology, or to augment an existing PMBOK®-based methodology with additional rigor around areas such as Quality, Organization, and Benefits Realization. The goals of this course are to provide participants with a thorough grounding in PRINCE2® and its benefits and to prepare them to sit the Foundation exam. What you will Learn You'll learn how to: Identify the benefits and principles underlying a structured approach to project management Define the PRINCE2® method in depth, including the principles, themes, and processes Prepare and practice for the Foundation exam Getting Started Introductions Course structure Course goals and objectives Overview of the PRINCE2® Foundation exam PRINCE2® Introduction Introducing PRINCE2® The structure of PRINCE2® What PRINCE2® does not provide What makes a project a 'PRINCE2® project'? Project Management with PRINCE2® Defining a project Managing a project Controlling the variables The Project Manager's work PRINCE2 Principles PRINCE2® Principles The Seven Principles Tailoring and Adopting PRINCE2® Defining tailoring Defining embedding What can be tailored? Who is responsible for tailoring? Introduction to the PRINCE2® Themes What is a PRINCE2® Theme? What are the PRINCE2® Themes? Tailoring the themes Format of the theme chapters Business Case Need for a business case Elements of a business case How a business case is developed Managing Benefits Organization Need for a special type of organization PRINCE2® organization structure Roles in a PRINCE2® project Combining roles Quality Relevance of quality to project work Quality, quality control, and quality assurance Quality management approach and the quality register Who is responsible for quality? Plans Need for plans and their hierarchy Approach to planning Content of a PRINCE2® plan Product-based planning Risk The need to manage risks What is a risk? Risk and continued business justification A risk management option Change Change is inevitable Different types of change Baselines and configuration management Issue and change control in PRINCE2® Progress Controlling a PRINCE2® project The application of tolerance Types of control Raising exceptions Introduction to Processes Processes and the project lifecycle The PRINCE2® journey Structure of the process chapters Tailoring the processes Starting up a Project Appointing people to the PRINCE2® roles Establishing some baselines Should we go further with this work? Planning for initiation Directing a Project Should we start / continue the project? Responding to internal / external influences Should we close this project? Initiating a Project Establishing the project's approaches Creating the project plan Refining the business case Assembling the PID Controlling a Stage Authorizing and reviewing work Monitoring and reporting Handling non-planned situations Triggering the next process Managing Product Delivery Accepting work from the Project Manager Getting the work done by the team Routine and non-routine reporting Handing back the completed work Managing a Stage Boundary Taking stock of what we have done Updating the PID Consider the options for continuing / stopping Producing exception plans Closing a Project PRINCE2® at the end of a project Transition of product to operational use How well did we do? Tying up all the loose ends