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Course summary This Python Programming course has become essential to all professional who would like to do code using Python. Learn evenings, work while studying. Work and study Python Part Time. It is a Python beginners course and teaches Python coding from scratch to intermediate. Hands-on, practical. We code some real life examples in this course.

Web development training course description This three-day course helps build a foundation in the development of Web applications. This is not a HTML course but covers the technologies needed to develop web applications. Technologies covered include: ASP.NET, XML, AJAX and HTTP error codes. What will you learn Program Web applications. Work with data and services. Troubleshoot and debug Web applications. Work with client side scripting. Configure and deploy web applications. Web development training course details Who will benefit: Anyone looking for an introduction to web development. Prerequisites: None. Duration 3 days Web development training course contents Programming web applications Customise the layout and appearance of a web page CSS; tables; embedding images; page layout for navigation. Understand ASP.NET intrinsic objects Request; Server; Application; Session; Response; HttpContext. Understand state information in web applications Understand how state is stored based on application design and hardware; understand different types such as session state, view state, control state and application state. Understand events and control page flow Application and page life cycle events; page events; control events; application events; session events; cross-page posting; Response.Redirect; Server.Transfer; IsPostBack; setting AutoEventWireup. Understand controls Understanding various types of controls, including user, server, web and validation controls; know which is the appropriate type of control for a scenario. Understand configuration files Understanding the usage of web.config and machine.config, and the settings that can be made. Working with data and services Read and write XML data Understanding XML, XML validation Does not include: Web services; XPath syntax; XmlDocument; XPathNavigator; XPathNodeIterator; XPathDocument; XmlReader; XmlWriter; XmlDataDocument; XmlNamespaceManager. Distinguish between DataSet & DataReader objects The ability to choose the proper data object to use based on application requirements/design. Call a service from a web page Creating a basic WCF service or web service so that it can be consumed; App_WebReferences; configuration. Understand DataSource controls LinqDataSource: ObjectDataSource; XmlDataSource; SqlDataSource. Bind controls to data by using data binding syntax Ensure that data is updated and displayed in data-aware controls. Manage data connections and databases Database connections; connection objects; connection pools; transaction objects. Troubleshooting and debugging web applications Debug a web application Use in conjunction with custom error pages to display appropriate error information to the appropriate user; implement tracing of a web application, Trace.axd, Trace=True on @Page directive. Handle web application errors HTTP error codes. Working with client-side scripting Understand client-side scripting Purpose of client-side scripting; various client-side scripting languages. LE/370 and Intrinsic Functions. Understand AJAX concepts ASP.NET AJAX implementation; working with client-side libraries, EnablePartialRendering, Triggers, ChildrenAsTriggers, Scripts, Services, UpdateProgress, Timer, ScriptManagerProxy, extender controls. Configuring and deploying web applications Configure authentication and authorisation Forms authentication, Windows authentication; authorisation; file authorisation; impersonation Does not include: Windows Cardspace authentication, Passport (Windows Live ID) authentication, Custom authentication. Configure projects, solutions and reference assemblies Local assemblies; shared assemblies (GAC); web application projects; solutions; configuration files; AppSettings. Publish web applications Choosing the appropriate method to deploy an application based on existing or intended environment; updatable vs. not updateable; MSI deployment; Internet Information Server (IIS) installation and configuration. Understand application pools Purpose of application pools; effect of application pools on web applications.

Duration 3 Days 18 CPD hours This course is intended for This course is designed for existing Python programmers who have at least one year of Python experience and who want to expand their programming proficiency in Python 3. Overview In this course, you will expand your Python proficiencies. You will: Select an object-oriented programming approach for Python applications. Create object-oriented Python applications. Create a desktop application. Create a data-driven application. Create and secure web service-connected applications. Program Python for data science. Implement unit testing and exception handling. Package an application for distribution.   Python continues to be a popular programming language, perhaps owing to its easy learning curve, small code footprint, and versatility for business, web, and scientific uses. Python is useful for developing custom software tools, applications, web services, and cloud applications. In this course, you'll build upon your basic Python skills, learning more advanced topics such as object-oriented programming patterns, development of graphical user interfaces, data management, creating web service-connected apps, performing data science tasks, unit testing, and creating and installing packages and executable applications. Selecting an Object-Oriented Programming Approach for Python Applications Topic A: Implement Object-Oriented Design Topic B: Leverage the Benefits of Object-Oriented Programming Creating Object-Oriented Python Applications Topic A: Create a Class Topic B: Use Built-in Methods Topic C: Implement the Factory Design Pattern Creating a Desktop Application Topic A: Design a Graphical User Interface (GUI) Topic B: Create Interactive Applications Creating Data-Driven Applications Topic A: Connect to Data Topic B: Store, Update, and Delete Data in a Database Creating and Securing a Web Service-Connected App Topic A: Select a Network Application Protocol Topic B: Create a RESTful Web Service Topic C: Create a Web Service Client Topic D: Secure Connected Applications Programming Python for Data Science Topic A: Clean Data with Python Topic B: Visualize Data with Python Topic C: Perform Linear Regression with Machine Learning Implementing Unit Testing and Exception Handling Topic A: Handle Exceptions Topic B: Write a Unit Test Topic C: Execute a Unit Test Packaging an Application for Distribution Topic A: Create and Install a Package Topic B: Generate Alternative Distribution Files Additional course details: Nexus Humans Advanced Programming Techniques with Python 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 Advanced Programming Techniques with Python 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.

Why learn Vectorworks Basics to Intermediate Training Course? Course Link Vectorworks skills with our course! Led by certified expert tutors, this course takes you from basics to intermediate level, enabling you to create plans and sections. The course will cover 2D and 3D modeling, rendering, and visualization.  Duration: 16 hrs. Method: 1-on-1, Personalized attention. Schedule: Tailor your own schedule by pre-booking a convenient hour of your choice, available from Mon to Sat between 9 am and 7 pm. At London Design Training Course, we offer a range of Vectorworks training options to meet your specific needs and those of your business. Explore the links below for detailed information about the various training types and their content. On-Site Training: London Design Training Course comes to your location, eliminating the need for you to travel. This approach allows us to fully understand your business culture and requirements. Training can be conducted in your studio or conference room, with scheduling flexibility tailored to your preferences. In-House Training: Our studio in London SW96DE, hosts In-House Vectorworks training for both individuals and groups. During the sessions, we provide the necessary software and hardware to ensure a seamless learning experience. Vectorworks Basic to Intermediate Course Course Duration: 16 hours The Vectorworks Basic to Intermediate Course is tailored for individuals with basic Vectorworks knowledge, aiming to master advanced 2D and 3D techniques, including modeling and rendering. Participants will customize Vectorworks to their needs, create custom tools, and automate tasks with scripting. I. Review of Basic Concepts (1 hour) - Vectorworks interface and navigation - Creating and editing 2D and 3D geometry - Working with layers and classes - Utilizing views and viewports II. Advanced 2D Drawing Techniques (2 hours) - Creating complex geometry using advanced drawing tools - Editing and modifying intricate geometry - Customizing line types and hatches - Utilizing advanced annotation tools III. Advanced 3D Modeling (3 hours) - Creating 3D forms and custom 3D objects - Exploring advanced 3D tools such as Solid Modeling - Converting 2D plans into 3D models IV. Visualization and Rendering (3 hours) - Setting up cameras and lights for visualization purposes - Utilizing the Renderworks engine for rendering - Enhancing visuals with the visualization palette - Creating and editing textures and materials V. Customizing Vectorworks (3 hours) - Personalizing the interface to suit specific preferences - Creating custom tools and automating tasks using the scripting language - Developing custom object styles and resources - Creating custom plug-ins and scripts VI. Collaboration and Sharing (2 hours) - Importing and exporting data from other software - Collaborating with others on the same project - Utilizing cloud-based collaboration tools VII. Conclusion and Next Steps (1 hour) - Review of course content and key skills learned - Tips for further learning and available resources - Q&A and feedback session Free 30-day, BIM & CAD Software Trial Request | Vectorworks https://www.vectorworks.net/trial Vectorworks Trial Version Request. Please fill out the following form. We will provide you with an evaluation serial number to activate your trial copy. Learning Outcomes of the Vectorworks Basics to Intermediate Training Course: Proficiency in Vectorworks interface, tools, and navigation. Master 2D drafting and 3D modeling skills. Efficiently manage workflows using layers, classes, and views. Spotlighting techniques for lighting design and stage productions. Advanced object manipulation with solid modeling and Boolean operations. Utilize the symbol library for enhanced productivity. Create professional presentation drawings using viewports and annotations. Integrate with other software and CAD/BIM workflows. Apply skills to real-world projects for practical application. Upon completing the course, participants will have essential skills to effectively use Vectorworks, advancing their proficiency to an intermediate level.

Arbitration and Dispute Resolution Why Attend Effective dispute resolution helps minimize the costs and adverse effects to relationships that often arise from commercial disputes. If informal negotiation fails to resolve a dispute, mediation or arbitration can often be the next best option in order to avoid litigation in court. This course will give participants an insight into dispute resolution from the perspective of a lawyer. Participants will gain an in-depth understanding of the main differences between the various dispute resolution techniques with a particular focus on arbitration, in order to reduce the likelihood of disputes leading to court cases. Course Methodology In this interactive training course participants will frequently work in pairs as well as in larger groups to complete exercises as well as regional and international case studies. Course Objectives By the end of the course, participants will be able to: Identify the right course of action to resolve a legal dispute Reduce the possibility of disputes leading to legal action Apply national and international legal requirements for dispute resolution Employ arbitration knowledge to negotiate terms Use case law to achieve a favorable outcome for their organization Target Audience This course is suitable for professionals within all industries who are involved in contract management and resolving disputes including, but not limited to, project managers, contract managers, procurement managers, supply chain managers, contractors, architects, developers and engineers. This course would also highly benefit in-house council and legal advisors new to the region who require the fundamentals of dispute resolution in the GCC. Target Competencies Litigation Arbitration Mediation Negotiation GCC Dispute Resolution Frameworks Note The Dubai Government Legal Affairs Department has introduced a Continuing Legal Professional Development (CLPD) programme to legal consultants authorised to practise through a licensed firm in the Emirate of Dubai. We are proud to announce that the Dubai Government Legal Affairs Department has accredited EMG Associates as a CLPD provider. In addition, all our legal programmes have been approved. This PLUS Specialty Training Legal course qualifies for 4 elective CLPD points. Fundamentals of dispute resolution Overview of the dispute resolution process Adjudicative process Consensual process Introduction to the English High Court litigation processes Why do international businesses take their dispute to the English High Court? English civil courts Legal practitioners who are involved in resolving disputes  Importance of jurisdiction clause How do you decide? Exclusive or non-exclusive? Differences between the Civil law system and the Common law system Principles of the common law system Principles of the civil law system The importance of these systems in dispute resolution Importance of Alternative Dispute Resolution ( ADR) Types of ADR Arbitration Mediations Conciliation Negotiation Arbitration - the best form of ADR The object of Arbitration The role of an Arbitrator Advantages and disadvantages of Arbitration Requirement of an Arbitration agreement The importance of the New York convention The role of UNCITRAL in dispute resolution Preparing for an arbitration hearing Types of Arbitration Institutional arbitration v Ad hoc arbitration Advantages and disadvantages of Institutional arbitration Advantages and disadvantages of Ad hoc arbitration Drafting international Arbitration agreement Checklist for drafting an Arbitration agreement Practical consideration with 'Seat' of Arbitration Model Arbitration clauses ICC LCIA Arbitral awards Enforcement of an Arbitral awards Grounds for challenging Arbitral awards Recent international case law Arbitration terms and terminology Other ADR methods: Advantages and disadvantages of each method: Mediation Conciliation Negotiation Ambiguity in an Arbitration clause What to avoid Importance of the language used in an Arbitration clause Dubai International Arbitration Centre (DIAC) Examining the rules of DIAC

Duration 2 Days 12 CPD hours Overview - You will learn advanced Adobe Captivate concepts. - You will learn to create highly interactive software simulation and to control the text that appears in the recording?s text captions by editing Captivates text capture templates. - You will create responsive lessons (using Fluid Boxes and Breakpoints) that automatically reflow to fit just about any kind of display including desktops, laptops, tablets, and smart phones. - Learn new features that Captivate now supports; such as, Virtual Reality with 360-degree images and videos along with interactive videos. - Fine-tune your Captivate production skills by leveraging object styles, master slides, themes, and advanced actions. - Engage your learners by adding variables, widgets, and learner interactions (including drag and drop) to your eLearning. - Learn to create object styles, apply them globally, and import and export them. Knock large projects down to size by learning to create branch groups. - Create branching scenarios that allow learners to plot their own path through your course. - You will also learn to create templates. - Ensure your eLearning can be used by people with disabilities by adding such 508-compliant features as accessibility text, keyboard shortcuts, and closed captions. - Enable Captivates reporting features and, along the way, learn about Learning Management Systems, SCORM, SCOs, Manifests, and content packages. A course that teaches the higher-end, more advanced functionality of Adobe Captivate 2019. 1 - INTERACTIVE SOFTWARE SIMULATIONS AND CAPTION PRE-EDITING Rehearse a Script Set Recording Preferences Record a Simulation Edit a Text Capture Template 2 - OBJECT STYLES, PROJECT SHARING, AND BRANCHING Create a New Style Apply an Object Style Globally Export and Import an Object Style Name a Slide Copy/Paste Project Assets Use Buttons to Create a Branch Explore the Branching View Create a Branch Group 3 - VARIABLES AND WIDGETS Add Project Information Insert a System Variable Edit a System Variable Create a User Variable Use a Variable to Gather Learner Data Insert and Format a Widget 4 - INTERACTIVE VIDEOS AND VIRTUAL REALITY Insert an Interactive Video Add Bookmarks Add Slide Overlays Create a Virtual Reality Project Add a Text Hotspot Add an Audio Hotspot Add a Quiz to a Virtual Reality Project 5 - INTERACTIONS Insert a Process Circle Create a Basic Drag and Drop Interaction Manage Drag and Drop Buttons and Write Captions Create a ?Trick? Retry Slide Explore an Advanced Drag and Drop Project Create an Advanced Drag and Drop Interaction Change the States of a Smart Shape Use States to Swap Images 6 - ACCESSIBLE ELEARNING Set Document Information Enable Accessibility Add Accessibility Text to Slides Import Slide Audio Add Shortcut Keys Add Closed Captions Set a Tab Order 7 - ADVANCED ACTIONS Use a Completed Action Name Objects Create a Mask Control Object Visibility Create a Standard Advanced Action, Attach an Action to a Button Group Timeline Objects Create a Variable Create a Conditional Action Create Decision Blocks 8 - PROJECT TEMPLATES AND MASTER SLIDES Work with the Main Master Slide Work with Content Masters Apply a Master to Filmstrip Slides Edit a Master Apply a Theme Create a Custom Theme Review a Template Create a Project Based on a Template Create a Project Template 9 - RESPONSIVE PROJECTS Customize Breakpoints Save a Standard Project As Responsive Insert and Name Fluid Boxes Resize Fluid Boxes Add Content to Fluid Boxes Switch Modes Use the Position Inspector Modify a Single Breakpoint Exclude from View Add a New Breakpoint Position and Link Objects Edit Breakpoint Object Styles 10 - REPORTING RESULTS Set Quiz Reporting Options Create a Manifest File Report a Button Interaction Adjust Slide Object Interaction Preview in SCORM Cloud Publish a Content Package Create an Inquisiq LMS Account Create an LMS Course Attach a Lesson to a Course Test an eLearning Course Additional course details: Nexus Humans Adobe Captivate 2019 - Beyond The Essentials 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 Adobe Captivate 2019 - Beyond The Essentials 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.

Mastering 3ds Max and Photoshop Training Course. earn 3D design, modeling, and rendering with 3ds Max, and seamlessly integrate Photoshop skills. Expert instructors guide you in enhancing images and creating stunning renderings. Our 3ds Max course is designed to help you learn basic and advanced architectural visualisation. Click here for more info: Website Duration: 20 hours Approach: 1-on-1, Customized and Flexible pacing. Session Flexibility: Design your own timetable at your convenient hour between 9 am and 7 pm, Mon to Sat. 20-Hour Comprehensive Training in 3ds Max and Photoshop. Course Breakdown: Module 1: Introduction to 3ds Max (6 hours) Familiarization with 3ds Max's interface and workspace Navigation and basic modeling tools usage Creation and manipulation of primitive objects Object modification with modifiers for specific effects Materials, textures, and basic lighting techniques Introduction to rendering 3D scenes Module 2: Intermediate 3ds Max Techniques (6 hours) Advanced modeling with splines and polygons Camera creation and animation for realistic perspectives Character rigging and animation using bones Particle systems for visual effects and dynamic simulations Designing landscapes and outdoor scenes Exploration of advanced lighting and rendering methods Module 3: Introduction to Photoshop for 3D Artists (4 hours) Understanding Photoshop interface and essential editing tools Seamless integration of 3D models and textures between 3ds Max and Photoshop Creation and editing of textures and materials for realistic surfaces Post-production and compositing techniques to enhance 3D renders Module 4: Advanced Photoshop Techniques for 3D Artists (4 hours) Custom brush and texture creation for artistic elements Non-destructive editing using layer masks and adjustment layers Advanced compositing for seamless 3D element integration Crafting photorealistic textures and materials for impressive visuals Module 5: Project-Based Learning (4 hours) Application of learned techniques to a real-world project 3D modeling, texturing in Photoshop, and final image rendering Instructor feedback for project refinement Presentation of completed projects, showcasing acquired skills. Attendees will learn to craft intricate 3D models using Autodesk 3ds Max, mastering primitive objects, splines, and polygons for complex designs. Advanced Rendering Techniques: Participants will acquire skills in texturing, material application, lighting strategies, and rendering tools, crafting visually striking and lifelike 3D environments. Animation Prowess: Students will delve into object and character animation, simulation of perspectives with cameras, and the dynamic use of particle systems for visual effects and simulations. Essential Photoshop Proficiency: Attendees will gain vital Photoshop skills for post-processing, compositing 3D renders, and creating realistic textures, enhancing the quality of their 3D projects. Hands-On Project Engagement: Through practical projects, participants will receive expert feedback, honing their skills and demonstrating their expertise in real-world applications. Creative Problem-Solving Abilities: Attendees will cultivate creative thinking and problem-solving skills, enabling them to manifest their unique artistic visions in their 3D projects. Skills Acquired: Participants in the Mastering 3ds Max and Photoshop Training Course will gain advanced proficiency in 3D modeling, texturing, lighting, and rendering using 3ds Max. Additionally, they will master digital image manipulation, graphic design, and photo editing techniques using Photoshop. Key skills include: Advanced 3D Modeling and Rendering in 3ds Max Expert Texturing and Lighting Techniques Digital Image Manipulation and Retouching in Photoshop Graphic Design and Visual Communication Skills Job Opportunities: Upon completion, individuals can pursue a range of exciting career opportunities, including: Senior 3D Artist Game Developer Architectural Visualization Specialist Graphic Designer Visual Effects Artist This course equips participants with the expertise needed for roles in animation studios, game development companies, architectural firms, advertising agencies, and more, providing a pathway to thriving careers in the creative industry. Advantages of joining this program: Thorough education: Excel in 3ds Max and Photoshop for high-quality visual effects and motion graphics at a professional level. Certified mentors and industry specialists: Receive instruction from seasoned professionals for expert direction. Interactive online sessions: Engage from any location; no need for travel. Lesson recordings: Access recorded sessions for revision and reinforcement. Long-term email assistance: Receive ongoing support even after the course completion. Complimentary career guidance: Gain valuable industry insights to boost your career prospects. Download Adobe Photoshop Download Autodesk 3dsmax

HTML5 development training course description This three-day MTA Training course helps you prepare for Microsoft Technology Associate Exam 98-375, and build an understanding of these topics: Manage the Application Life Cycle, Build the User Interface by Using HTML5, Format the User Interface by Using CSS, Code by Using JavaScript. This course leverages the same content as found in the Microsoft Official Academic Course (MOAC) for this exam. What will you learn Manage the Application Life Cycle. Build the User Interface by Using HTML5. Format the User Interface by Using CSS. Code by Using JavaScript. HTML5 development training course details Who will benefit: Anyone working with HTML5. Prerequisites: None. Duration 3 days HTML5 development training course contents Managing the Application Life Cycle Platform fundamentals Packaging and the runtime environment: app package, app container, credentials/permission sets, host process, leverage existing HTML5 skills and content for slate/tablet applications. Manage the state of an application Manage session state, app state and persist state information; understand states of an application; understand the differences between local and session storage. Debug and test a HTML5 touch-enabled application Touch gestures; gestures you test on a device. HTML5 UI: Text, Graphics, and Media HTML5 tags for text content and graphics. When, why and how to use Canvas; when, why and how to use scalable vector graphics (SVG). HTML5 tags to play media. Video and audio tags. HTML5 UI: Organization, Input, and Validation HTML5 tags to organise content and forms Tables, lists, sections; semantic HTML. HTML5 tags for input and validation CSS Essentials: Content Flow, Positioning, styling Core CSS concepts Separate presentation from content (create content with HTML and style content with CSS); manage content flow (inline versus block flow); manage positioning of individual elements( float versus absolute positioning); manage content overflow (scrolling, visible and hidden); basic CSS styling. CSS Essentials: Layouts Arrange UI content by using CSS Use flexible box and grid layouts to establish content alignment, direction and orientation; proportional scaling and use of "free scale" for elements within a flexible box or grid; order and arrange content; concepts for using flex box for simple layouts and grid for complex layouts; grid content properties for rows and columns; use application templates. Managing Text Flow by Using CSS Regions and using regions to flow text content between multiple sections (content source, content container, dynamic flow, flow-into, flow-from, msRegionUpdate, msRegionOverflow, msGetRegionContent); columns and hyphenation and using these CSS settings to optimise the readability of text; use "positioned floats" to create text flow around a floating object Managing the Graphical Interface by Using CSS Graphics effects (rounded edges, shadows, transparency, background gradients, typography and Web Open Font Format); 2-D 3-D transformations (translate, scale, rotate, skew and 3-D perspective transitions and animations); SVG filter effects; Canvas. JavaScript and coding essentials Manage and maintain JavaScript, Create and use functions; jQuery and other third-party libraries. Update the UI by using JavaScript Locate/access elements; listen and respond to events; show and hide elements; update the content of elements. Animations, Graphics, and Accessing Data Code animations with JavaScript animation; manipulate the canvas; work with images, shapes and other graphics. Access data access by using JavaScript Send and receive data; transmit complex objects and parsing; load and save files; App Cache; datatypes; forms; cookies; localStorage JavaScript coding for Touch Interface, Device and Operating System Resources, and More Respond to the touch interface, Gestures, how to capture and respond to gestures, Code additional HTML5 APIs, GeoLocation, Web Workers, WebSocket; File API, Access device and operating system resources, In- memory resources, such as contact lists and calendar; hardware capabilities, such as GPS, accelerometer and camera.

Duration 3 Days 18 CPD hours This course is intended for This course is geared for attendees with Intermediate IT skills who wish to learn Computer Vision with tensor flow 2 Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Working in a hands-on learning environment, led by our Computer Vision expert instructor, students will learn about and explore how to Build, train, and serve your own deep neural networks with TensorFlow 2 and Keras Apply modern solutions to a wide range of applications such as object detection and video analysis Run your models on mobile devices and web pages and improve their performance. Create your own neural networks from scratch Classify images with modern architectures including Inception and ResNet Detect and segment objects in images with YOLO, Mask R-CNN, and U-Net Tackle problems faced when developing self-driving cars and facial emotion recognition systems Boost your application's performance with transfer learning, GANs, and domain adaptation Use recurrent neural networks (RNNs) for video analysis Optimize and deploy your networks on mobile devices and in the browser Computer vision solutions are becoming increasingly common, making their way into fields such as health, automobile, social media, and robotics. Hands-On Computervision with TensorFlow 2 is a hands-on course that thoroughly explores TensorFlow 2, the brandnew version of Google's open source framework for machine learning. You will understand how to benefit from using convolutional neural networks (CNNs) for visual tasks. This course begins with the fundamentals of computer vision and deep learning, teaching you how to build a neural network from scratch. You will discover the features that have made TensorFlow the most widely used AI library, along with its intuitive Keras interface. You'll then move on to building, training, and deploying CNNs efficiently. Complete with concrete code examples, the course demonstrates how to classify images with modern solutions, such as Inception and ResNet, and extract specific content using You Only Look Once (YOLO), Mask R-CNN, and U-Net. You will also build generative dversarial networks (GANs) and variational autoencoders (VAEs) to create and edit images, and long short-term memory networks (LSTMs) to analyze videos. In the process, you will acquire advanced insights into transfer learning, data augmentation, domain adaptation, and mobile and web deployment, among other key concepts Computer Vision and Neural Networks Computer Vision and Neural Networks Technical requirements Computer vision in the wild A brief history of computer vision Getting started with neural networks TensorFlow Basics and Training a Model TensorFlow Basics and Training a Model Technical requirements Getting started with TensorFlow 2 and Keras TensorFlow 2 and Keras in detail The TensorFlow ecosystem Modern Neural Networks Modern Neural Networks Technical requirements Discovering convolutional neural networks Refining the training process Influential Classification Tools Influential Classification Tools Technical requirements Understanding advanced CNN architectures Leveraging transfer learning Object Detection Models Object Detection Models Technical requirements Introducing object detection A fast object detection algorithm YOLO Faster R-CNN ? a powerful object detection model Enhancing and Segmenting Images Enhancing and Segmenting Images Technical requirements Transforming images with encoders-decoders Understanding semantic segmentation Training on Complex and Scarce Datasets Training on Complex and Scarce Datasets Technical requirements Efficient data serving How to deal with data scarcity Video and Recurrent Neural Networks Video and Recurrent Neural Networks Technical requirements Introducing RNNs Classifying videos Optimizing Models and Deploying on Mobile Devices Optimizing Models and Deploying on Mobile Devices Technical requirements Optimizing computational and disk footprints On-device machine learning Example app ? recognizing facial expressions

Duration 4 Days 24 CPD hours This course is intended for This course is geared for attendees with Intermediate IT skills who wish to learn Computer Vision with tensor flow 2 Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Working in a hands-on learning environment, led by our Computer Vision expert instructor, students will learn about and explore how to Build, train, and serve your own deep neural networks with TensorFlow 2 and Keras Apply modern solutions to a wide range of applications such as object detection and video analysis Run your models on mobile devices and web pages and improve their performance. Create your own neural networks from scratch Classify images with modern architectures including Inception and ResNet Detect and segment objects in images with YOLO, Mask R-CNN, and U-Net Tackle problems faced when developing self-driving cars and facial emotion recognition systems Boost your application's performance with transfer learning, GANs, and domain adaptation Use recurrent neural networks (RNNs) for video analysis Optimize and deploy your networks on mobile devices and in the browser Computer vision solutions are becoming increasingly common, making their way into fields such as health, automobile, social media, and robotics. Hands-On Computervision with TensorFlow 2 is a hands-on course that thoroughly explores TensorFlow 2, the brand-new version of Google's open source framework for machine learning. You will understand how to benefit from using convolutional neural networks (CNNs) for visual tasks. This course begins with the fundamentals of computer vision and deep learning, teaching you how to build a neural network from scratch. You will discover the features that have made TensorFlow the most widely used AI library, along with its intuitive Keras interface. You'll then move on to building, training, and deploying CNNs efficiently. Complete with concrete code examples, the course demonstrates how to classify images with modern solutions, such as Inception and ResNet, and extract specific content using You Only Look Once (YOLO), Mask R-CNN, and U-Net. You will also build generative adversarial networks (GANs) and variational autoencoders (VAEs) to create and edit images, and long short-term memory networks (LSTMs) to analyze videos. In the process, you will acquire advanced insights into transfer learning, data augmentation, domain adaptation, and mobile and web deployment, among other key concepts. Computer Vision and Neural Networks Computer Vision and Neural Networks Technical requirements Computer vision in the wild A brief history of computer vision Getting started with neural networks TensorFlow Basics and Training a Model TensorFlow Basics and Training a Model Technical requirements Getting started with TensorFlow 2 and Keras TensorFlow 2 and Keras in detail The TensorFlow ecosystem Modern Neural Networks Modern Neural Networks Technical requirements Discovering convolutional neural networks Refining the training process Influential Classification Tools Influential Classification Tools Technical requirements Understanding advanced CNN architectures Leveraging transfer learning Object Detection Models Object Detection Models Technical requirements Introducing object detection A fast object detection algorithm ? YOLO Faster R-CNN ? a powerful object detection model Enhancing and Segmenting Images Enhancing and Segmenting Images Technical requirements Transforming images with encoders-decoders Understanding semantic segmentation Training on Complex and Scarce Datasets Training on Complex and Scarce Datasets Technical requirements Efficient data serving How to deal with data scarcity Video and Recurrent Neural Networks Video and Recurrent Neural Networks Technical requirements Introducing RNNs Classifying videos Optimizing Models and Deploying on Mobile Devices Optimizing Models and Deploying on Mobile Devices Technical requirements Optimizing computational and disk footprints On-device machine learning Example app ? recognizing facial expressions