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Each module of the course starts with theory to explain upcoming concepts. Next, students see how this theory is put into practice as we do a code walk through.
The course focuses on building procedural machine learning processes from the ground up. Although algorithms from various libraries are used. Writing all of the processing from scratch allows students to better understand what is involved when processing data.
As each machine learning application is created, thorough explanations and comments are provided to help students understand why things are being done in certain ways. Code walk throughs show building a machine learning app in real-time, rather than after it has already been created.
Web frameworks can be difficult enough to get your head around at the best of times. When it comes to Angular, it can be especially challenging to keep up; new versions are released every 6 months, and although the latest version is Angular 4, there wasn't actually an 'Angular 3'! Confused? Don't be. This online course will explain it all...
Keeping Current with Angular
This course will be updated regularly to reflect the constant changes in the Angular framework. We're teaching this course in a modular style rather than project-based style so that small changes in Angular can be updated right away, and not affect your ability to learn in any way.
Angular for All
What does the course cover? Everything from Angular's best practices in building components, templates, services, routes and modules to designing and building all of the above. You'll also learn how to use templates to create your application's user interface, how to extend HTML with directives, pipes and data binding, and how routing is done with modular speech.
Each of the most important features of Angular 4 have a dedicated section in this course, along with practical exercises to compound your learning and helpful guidance from our expert tutor every step of the way. Don't worry, we've covered all angles so you can learn what you need to know, and fast.
Whether you're an IT professional, an aspiring web, mobile or service app developer, a tester, a UI designer or an architect, this course will get you right up to speed on Angular 4. By the time you've finished, you'll know how Angular solutions are designed, administered and developed and will have a solid understanding of how to get Angular projects up and running.
What is Angular 4?
Angular, or Angular JS, is a structural framework for dynamic web applications. In other words, it helps turn simple HTML into cool web apps that actually do stuff (rather than just staying static like a simple informational website would do), by using it as a template then extending its syntax to express components. Angular 4 is the newest and most recent 'majorly revamped' version. It is backwards compatible with Angular 2.
More and more often these days, we're hearing news reports of large scale security threats to highly sensitive computer systems. Whether it's a major website getting hacked, personal information stolen from company databases or even cyber identity theft, there is always one common weak link; unsafe code. Enter Rust; the brainchild of Mozilla that promises fast, efficient, and memory safe systems programming. Sound intriguing? This course will teach you everything you need to know...
Lock Down a Low Level Language
Systems Programming Made Safe
This course is aimed at intermediate coders with some previous programming knowledge. If you're comfortable working with a code editor and want to add another tool to your programming skill set, then this course is perfect for you.
After starting with an extensive overview of Rust fundamentals, you'll hit the ground running and dive into more advanced features like vectors, generics, tuples, ownership borrowing and crates. Module 'challenges' throughout the course put your knowledge to the test – but if you need a push in the right direction, video walk throughs and code downloads are available.
By the end of this course you'll have a thorough understanding of Rust, of memory management in general and of systems programming specifically. You'll be well placed to begin or further your knowledge of similar languages like C++, and you can impress potential employers with your expertise in safe code.
What is Rust?
Rust is a general purpose, low level programming language created by Mozilla. It was designed as a systems programming language with an emphasis on being safe, concurrent and practical. Its syntax is similar to C++, but it practices better memory safety while maintaining performance. Developers praise it for its speed and safety. It was recently awarded the title of 'most loved programming language' in the Stack Overflow Developer Survey.
Make Interactive UIs with Ease
This course focuses on building simple components and composing them to create complex, rich, functional component solutions. You'll get to grips with event handling, routing, implementing Flux architecture, and much more to master React fundamentals.
We start from the very beginning and stick with you every step of the way, kicking off with an introduction to React and getting progressively more challenging as the course continues. Don't worry – you'll soon be working on React projects with ease.
By the end of this course, you'll be productive and efficient in using this versatile library, and you'll be able to build great looking web apps faster than ever before.You'll walk away with a working knowledge of the framework, it's various facets, and you'll understand how it fits into your process. But most of all, you'll have a valuable and time-saving new skill in your developer toolbox.
What is React?
There are few languages that are equally capable of building simple, one-line expressions and robust, high performance systems. There are even less languages that can function as both object-oriented and functional. Yet Scala, otherwise known as the 'scaleable' language, can do both impressively well. And guess what? It's pretty easy to learn. Interested? Here's what our Introduction to Scala online course will teach you...
Combine OOP and Functional Programming
• Gain basic proficiency in Scala
• Get to grips with functional programming
• Learn a derivative language of Java
• Understand how to scale your programs efficiently
• Add a new language to your skill set!
Build Scaleable Programs
If you don't know Java or functional programming, don't worry; Scala is a perfect transitional language for both. This online course will guide you every step of the way, with mini-projects at the end of each section to compound your learning and a clear breakdown of the various components that make up the language. Previous programming experience will certainly help, but it's not totally necessary.
You'll start right at the beginning by installing Scala and and getting an overview of the variables, constants and string manipulations. From then on you'll learn the various facets of Scala section by section, using the Eclipse Scala IDE throughout. Among other things, you'll learn the language fundamentals, control flow, functions, classes, file I/O and exception handling.
If you want to learn Java, learn function programming, or just add a new language to your arsenal, this is the course for you. By the end, you'll have gained basic proficiency in Scala and be able to demonstrate an understanding of functional programming.
As one of the most popular functional programming languages out there and one of the most versatile languages across the board, learning Scala is a smart way to upgrade your skills as well as transitioning from object-oriented to functional styles.
What is Scala?
Scala is an object-oriented programming language specially designed to be scaleable. However, it is also a functional language, seamlessly blending the most important elements of both for a powerful do-it-all tool that can be used for one-line expressions or 'mission critical' systems alike. It has a concise syntax, and makes an excellent stepping stone to Java.
Apple's Swift is swiftly (sorry) continuing its journey to replace C and Objective-C. Swift 3.0 is the latest version and first major release since the language was open-sourced. It contains major improvements and refinements, and we'll take you through the full lowdown in this online course. Learn everything you need to know about the language's latest features right here!
Learn the Latest Swift 3 Syntax
Optimise Your App for the App Store
This online course is a must for any Swift developer who wants to get up to speed with Swift 3 and use iOS 10 features. You will need a working knowledge of previous versions of Swift, and some experience with app development. However if you're migrating over from C or Objective-C, you should be more than capable of following along.
The course starts off with an overview of Swift fundamentals and Swift 3's new syntax. Once the basics are covered, you'll learn about classes and methods, message integrations, notifications, and Sirikit implementation. As you do so, you'll move into building small apps in each section, each one making use of a new iOS 10 feature. These are the building blocks that will allow you to create a wide range of applications, all based on Swift 3 and the latest iOS update.
By the end of this course, you'll know how to optimise your app and use the latest iOS features to your advantage, therefore boosting your chances of having your app accepted to the App store and purchased by customers.
Swift is a relatively new programming language dedicated to all things Apple (iOS, MacOS etc.). It is considered the successor to C and Objective-C, taking the best elements of both and modernising them for safety and efficiency. It is a general purpose language and is designed to work with Apple's Cocoa and Cocoa Touch frameworks. It is used for building apps for all Apple platforms.
Create and Manage CSS Flexbox Layouts
Learn Fundamental Flexbox Concepts
This course is intended for those who have a working knowledge of HTML and CSS, and who are comfortable coding by hand and navigating through code. With an emphasis on in-depth, hands-on training, you'll learn the latest techniques for building and managing functional CSS-based web layouts.
To start off, you'll be introduced to fundamental Flexbox concepts and terminology, as well as the other essential knowledge you'll need to know before going further. From there, the lessons get progressively more hands-on and challenging. You'll cover flex containers, flow axis directions, flex widths, axis spacing and alignment, establishing element flexibility, working with nested flex containers, and more. Each section includes a practical exercise to put your skills to the test, and a quiz to help compound your knowledge.
If you want to push your HTML, CSS and web design skills further, if you want to learn the latest in CSS web layout techniques, or if you just want to know the secret to building responsive, mobile layouts with minimal code, then this online course is a must.
Flexbox, or the CSS Flexible Box, is a layout mode in CSS that allows designers to build and manage website layouts quickly and easily. Arrange each page element and test on different screen sizes (i.e. desktop, mobile, tablet) and display devices to ensure your code behaves accordingly. It was created to replace float and table layout hacks, making life much easier for designers and developers everywhere.
There are some programming languages that require seemingly endless lines of code to make the smallest of programs. There are some languages that are so complex even experts' heads hurt if they try to use them. And then there's Ruby, which has all of the performance of these aforementioned languages and none of the complexity. Productive, powerful, simple and easy to learn, it's the perfect starter language. Oh, and a huge (and growing) number of companies use it too...
Get Ready for Ruby
Understand how Ruby Programming Works
This online course focuses on Ruby fundamentals. Some previous programming experience would be useful for those taking this course, but if you're a complete beginner that's fine too. If you want to get started with Ruby and aren't phased by some challenging hands-on projects, you've picked the perfect course.
We'll walk you through everything you need to know about Ruby, starting at the very beginning with installation. Once installed, you'll get an introduction to the language and start building your very first Ruby app. We'll dedicate sections to data types, conditional flow and loops, classes and methods, learning about the intricacies of each with practical projects. Along the way you'll gain a solid understanding of Ruby's syntax and functions.
By the end of this course you will have a good working knowledge of Ruby and will have already used it in practice. You'll be ready to take a 'deep dive' into the language with further coursework if you wish, or head out into the big bad programming world and start using Ruby for real projects. Whatever you choose to do with your newfound knowledge, you'll have a strong foundation of programming fundamentals to back you up. Plus, you'll have had some fun too!
Ruby is an object-oriented, general purpose programming language developed by Yukihiro Matsumoto in the 1990s. Designed for increased productivity and fun, it makes a great starter language for new programmers thanks to its simplicity, readability and focus on fun. Commonly used with Rails applications, it's a very popular language that's always in high demand. Companies such as Twitter and Kickstarter use Ruby.