This is a self-paced lab that takes place in the Google Cloud console. Vertex AI brings together the Google Cloud services for building ML under one, unified UI and API. In Vertex AI, you can now easily train and compare models using AutoML or custom code training and all your models are stored in one central model repository. These models can now be deployed to the same endpoints on Vertex AI. AutoML Vision helps anyone with limited Machine Learning (ML) expertise train high quality image classification models. In this hands-on lab, you will learn how to produce a custom ML model that automatically recognizes damaged car parts. Once you’ve produced your ML model, it’ll be immediately available for use. You can use the UI or the REST API to start generating predictions directly from the Google Cloud Console.

Do you realize that the only functionality of a web application that the user directly interacts with is through the web page? Implement it poorly and, to the user, the server-side becomes irrelevant! Today’s user expects a lot out of the web page: it has to load fast, expose the desired service, and be comfortable to view on all devices: from a desktop computers to tablets and mobile phones. In this course, we will learn the basic tools that every web page coder needs to know. We will start from the ground up by learning how to implement modern web pages with HTML and CSS. We will then advance to learning how to code our pages such that its components rearrange and resize themselves automatically based on the size of the user’s screen. You’ll be able to code up a web page that will be just as useful on a mobile phone as on a desktop computer. No “pinch and zoom” required! Last but certainly not least, we will get a thorough introduction to the most ubiquitous, popular, and incredibly powerful language of the web: Javascript. Using Javascript, you will be able to build a fully functional web application that utilizes Ajax to expose server-side functionality and data to the end user.

This project will teach you TypeScript Variables and Data Types by writing and testing TypeScript code using TypeScript Playground. Variables and Data types are one of the core concepts of Typescript programming language.You will learn how to create, declare and assign variables, differences between var, let and const, scope of variables and also learn different Data Types in TypeScript programming. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will explore leveraging Cloud Error Reporting to understand the error reports of an application and application issues.

Most businesses with a strong online presence wish to provide its consumers a rich interactive user experience. HTML5 and CSS3 frameworks help you build a static web page, that displays content and works on any device. However, to make a page interactive you need a programming language that can be understood by the browsers. JavaScript is one of the core technologies of the World Wide Web. In this course, you will learn to use JavaScript to add behavior to your web pages. You will create web content that is more interactive by adding animations, menus, scrolling text, interactive maps, and other kinds of lively content. All major web browsers have a dedicated JavaScript engine to execute the code on the user's device

This project will teach you about TypeScript Arrays on TypeScript playground on how to store multiple values of the same type in a single container called Arrays. It covers both single and two dimensional arrays. In addition to this you will learn some of the TypeScript array methods on how to access, add and delete elements from an array. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

In this 1-hour long project-based course, you will learn how to create a new Django project, and create a contacts list application in that project. You will learn how Django separates between the model and the view in a web application. You will learn how the model translates into an SQL database, and will be able to see the database table and data via Django’s admin app, as well as by accessing the database directly. Finally, you will create a view that displays the contacts that are saved in your database on the web browser. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

This is a self-paced lab that takes place in the Google Cloud console. Most businesses go through different phases of project development and production cycles. Effective maintainance of these projects require systems and processes to manage versions and environments. Dialogflow provides tools within the UI for managing multiple versions and loading specific versions to dedicated environments, which allows usage for different purposes (and perhaps by different teams). In this lab you'll explore the management of Dialogflow versions and environments.

In the Build Your Own iOS App capstone you will expand your repertoire of additional features and more advanced functions that may be implemented within the iOS environment. You will refine your development skill set and will apply your accumulated skills over the entire specialization series in an applied application development capstone project. This particular course is project based and structured around you building a high quality app as a capstone to the specialization. Currently this course is taught using Swift 2. The team is aware of the release of Swift 3 and will be making edits to the course in time. Please be aware that at this time the instruction is entirely with Swift 2.

This course provides an introduction to a few of the main development methodologies used by application programmers today. These methodologies provide a framework and structure for the process of development to ensure teams can work together and all critical steps are followed. We'll discuss the Software Development Lifecycle (SDLC), Agile concepts, Continuous Integration/Continuous Delivery and 12 Factor for cloud development. No previous development experience is necessary to complete this course, and there are no specific hardware or software requirements outside of the Coursera environment.