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Machine Learning Fundamentals
Machine Learning Fundamentals offers an in-depth exploration of machine learning, …
What you'll learn
Understand the key algorithms used in machine learning and their applications.
Differentiate between supervised, unsupervised, and reinforcement learning.
Explore different machine learning techniques in live demos.
Apply statistical methods to analyze and interpret data in the context of machine learning.
Evaluate machine learning models and understand the principles of performance metrics.
Introduction to XML Fundamentals (TT4300)
The Extensible Markup Language (XML) is a standard that is …
What you'll learn
Write well-formed XML documents
Model business requirements using XML
Handle XML reserved characters
Validate an XML document with a Schema
Centralize data and markup definition with entities
Create Schemas using XML tools
Generate XML documents from databases
Write XSL templates to transform XML documents into HTML
Integrate XML, XSL and the DOM to implement a complete solution
Understand the security concerns related to XML processing
Mastering User Experience (UX) Design for Experienced Web Developers (TT4213)
In today’s fast-paced digital world, user-centric and adaptable websites are …
What you'll learn
<b>Understand and apply UX principles and user-centered design processes:</b> Participants will learn to identify the needs and preferences of users, create user personas, and apply UX best practices to develop intuitive, user-friendly web experiences.
<b>Design and implement responsive web layouts:</b> Participants will gain the skills to create fluid grid layouts, use flexible images, and apply media queries to design web pages that adapt seamlessly across various devices and screen sizes.
<b>Optimize web performance for responsive designs:</b> Participants will learn techniques to improve website performance, including image optimization, responsive images, and minification and concatenation of assets, ensuring a fast and smooth user experience across devices.
<b>Implement accessible web designs:</b>Participants will understand the importance of accessibility in web design and learn to apply WCAG principles and accessible design patterns to create websites that are usable by a wide range of users, including those with disabilities.
<b>Collaborate effectively with designers, developers, and stakeholders:</b> Participants will gain insights into design collaboration and handoff processes, enhancing their ability to communicate design decisions, provide and receive feedback, and work efficiently with team members and clients.
Introduction to JavaScript
Introduction to Modern JavaScript | JavaScript Essentials is a hands-on …
What you'll learn
Understand what JavaScript is and how it is used within the context of web applications
Work with the different technologies that are the foundation for web applications.
Understand and work with the fundamental aspects of JavaScript in terms of web applications, security, tools, and frameworks
Learn to how to effectively work with the newest advances in JavaScript such as ES6 and TypeScript
Develop code using conventions and optimal constructs for performance
Mastering React Boot Camp (TT4195)
React revolves around the creation of dynamic, interactive, and efficient …
What you'll learn
<b>Design and Implement Interactive Web Applications:</b> Harness the power of React's core principles to craft dynamic, user-centric web interfaces that respond efficiently to user interactions.
<b>Integrate Advanced React Features:</b> Seamlessly incorporate advanced React functionalities such as state management, routing, and complex component structures into their projects, elevating the overall user experience of their applications.
<b>Craft Data-Driven Applications:</b> Implement and manipulate Props to create applications that efficiently handle and present data, enhancing user interaction and information flow.
<b>Optimize Web Performance:</b> Understand and leverage the benefits of the Virtual DOM, enabling faster rendering and efficient updates, resulting in smoother user experiences and reduced page load times.
Mastering Angular 18 Boot Camp (TT4168)
Geared for experienced web developers, our Mastering Angular 18 Boot …
What you'll learn
<b>Build Powerful Components:</b> Master creating and organizing Angular components, leveraging dependency injection and lifecycle hooks for scalable apps.
<b>Harness TypeScript's Power:</b> Become proficient in TypeScript, using its advanced features like classes, interfaces, and decorators to supercharge your Angular development.
<b>Create Dynamic, Reactive Forms:</b> Learn to build complex forms with Angular's reactive approach, ensuring seamless validation and user interaction.
<b>Connect with RESTful Services:</b> Integrate Angular apps with RESTful services using HttpClient, and handle asynchronous data streams with RxJS for efficient server communication.
<b>Optimize with CLI and DevTools:</b> Use Angular CLI for easy project setup and deployment, and harness DevTools for debugging and optimizing your applications.
<b>Master SPA Navigation:</b> Implement smooth and efficient Single Page Application (SPA) routing with nested routes and route guards for a top-notch user experience.
<b>Utilize Third-Party Libraries:</b> Learn to effectively integrate and manage third-party libraries within Angular to extend functionality and streamline development.
<b>Implement Effective Testing:</b> Gain skills in using tools like Jest and Web Test Runner for unit testing, ensuring your Angular applications are robust and error-free.
Introduction to Full Stack Web Development with Python and Django (TTPS4860)
Geared for web developers new to Python, Introduction to Full …
What you'll learn
Develop full-stack web sites based on content stored in an RDMS
Use python data types appropriately
Define data models
Understand the architecture of a Django-based web site
Create Django templates for easy-to-modify views
Map views to URLs
Take advantage of the built-in Admin interface
Provide HTML form processing
Introduction to Angular 18 Essentials (TT4165)
Geared for experienced web developers, Introduction to Angular 18 Essentials …
What you'll learn
<b>Understand Angular Basics and Architecture:</b> Grasp the fundamentals of Angular's architecture, including component creation and dependency injection, to build foundational web applications.
<b>Get Started with TypeScript and Angular CLI:</b> Learn the essentials of TypeScript and use Angular CLI to set up and manage Angular projects efficiently.
<b>Create Interactive Interfaces with Data Binding and Directives:</b> Develop interactive user interfaces using basic data binding techniques and directives for dynamic content updates.
<b>Implement Simple SPA Navigation:</b> Configure basic Single Page Application (SPA) routing to enable smooth and intuitive navigation within Angular applications.
<b>Build and Validate Basic Reactive Forms:</b> Learn to create and manage basic reactive forms in Angular, ensuring user input is handled effectively and validation is in place.
