Introduction to UiPath RPA - Three Day Workshopのトレーニングコース

ML.NET is a framework for machine learning applications built upon the .NET development platform by Microsoft. It is extensible to multiple operating systems and can perform various machine learning prediction tasks. The central ML.NET tools are the ML.NET CLI and Model Builder which allow .NET developers to generate, train, and deploy machine learning models based on the objectives of an enterprise.

This instructor-led, live training (online or onsite) is aimed at data scientists and developers who wish to use ML.NET machine learning models to automatically derive projections from executed data analysis for enterprise applications.

By the end of this training, participants will be able to:

• Install ML.NET and integrate it into the application development environment.
• Understand the machine learning principles behind ML.NET tools and algorithms.
• Build and train machine learning models to perform predictions with the provided data smartly.
• Evaluate the performance of a machine learning model using the ML.NET metrics.
• Optimize the accuracy of the existing machine learning models based on the ML.NET framework.
• Apply the machine learning concepts of ML.NET to other data science applications.

Format of the Course

• Interactive lecture and discussion.
• Lots of exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

Blazor is an open-source web framework written in C# that enables developers to create interactive web user interfaces and applications using C#. Entity Framework (EF) Core is an object-database mapper for .NET that provides developers with an automated mechanism for accessing and storing data in databases.

This instructor-led, live training (online or onsite) is aimed at web developers who wish to learn how to use Progressive Web Application (PWA) development features to create an app-like experience in a website using Entity Framework (EF) Core and Blazor.

By the end of this training, participants will be able to:

• Use the EF package to work with databases.
• Use Blazor components, services, dependency injection, layout, and routing.
• Create service workers to enable PWA features in an application.
• Utilize push notifications and other PWA features.

Format of the Course

• Interactive lecture and discussion.
• Lots of exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

Blazor is an open-source web framework written in C# that enables developers to create interactive web user interfaces and applications using C#.

This instructor-led, live training (online or onsite) is aimed at web developers who wish to use Blazor WebAssembly to build a web application.

By the end of this training, participants will be able to:

• Understand forms and authentication in Blazor WebAssembly.
• Create a Blazor WebAssembly project.
• Learn different ways to run your web application.

Format of the Course

• Interactive lecture and discussion.
• Lots of exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

Blazor is an open source web framework written in C#. Blazor enables developers to create interactive web user interfaces and applications using C#.

This instructor-led, live training (online or onsite) is aimed at web developers who wish to use Blazor to create full stack C# web applications.

By the end of this training, participants will be able to:

• Develop web applications with C# and Blazor.
• Use C# code to call JavaScript APIs and libraries.
• Run client-side C# code and client logic directly in a browser or server.
• Deploy Blazor web applications with Azure.

Format of the Course

• Interactive lecture and discussion.
• Lots of exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

Microsoft Orleans is an actor framework (similar to AKKA.net) for building a stateful middle tier.

This instructor-led, live training (online or onsite) is aimed at developers who wish to use Microsoft Orleans to build distributed enterprise .NET applications.

By the end of this training, participants will be able to:

• Install and configure Microsoft Orleans.
• Understand the actor model framework and how its implemented in Orleans
• Build distributed applications without having to manage complex concurrency and other scaling patterns.

Format of the Course

• Interactive lecture and discussion.
• Lots of exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.
• To learn more about Orleans, please visit: https://dotnet.github.io/orleans/

.NET Core is one of the major software components of the .NET development platform by Microsoft. It allows users to execute applications on multiple operating systems without the risk of regressions present in the classic .NET Framework. Among the key features of .NET Core are lightweight architecture and command-line control, which are employable to develop high-performance enterprise applications.

This instructor-led, live training (online or onsite) is aimed at developers who wish to use .NET Core to create, build, test, debug and deploy optimized applications that can run on different systems.

By the end of this training, participants will be able to:

• Set up the development environment based on .NET Core to start developing applications.
• Utilize the ASP.NET Core framework and libraries to build new applications or optimize existing ones.
• Monitor and enhance the performance of applications using advanced .NET Core tools.
• Understand the principles behind .NET Core features and apply this knowledge to other business implementations.

Format of the Course

• Interactive lecture and discussion.
• Lots of exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

.NET Core is an open-source framework for creating .NET applications on Windows, macOS and Linux.

In this instructor-led, live training, participants will learn the fundamentals of .Net Core as they step through the creation of a sample application that demonstrates .Net Core's unique qualities vs other frameworks.

By the end of this training, participants will be able to:

• Setup .Net Core together with the tooling and IDEs needed to start developing right away.
• Use .Net to build various types of software, including web applications, console applications, microservices and libraries.
• Understand .Net Core's components, including class libraries, packages, metapackages and frameworks.
• Build, debug and deploy a sample web application

Audience

• Developers

Format of the Course

• Part lecture, part discussion, exercises and heavy hands-on practice in a live-lab environment.

Note

• This course is based on .Net Core 2.x and is available for both Windows and Linux environments.
• To request a customized training for this course, please contact us to arrange.
• To learn more about .Net Core, please visit: https://github.com/dotnet/core

.NET Core is an open-source framework for creating .NET applications on Windows, macOS
and Linux.

In this instructor-led, live training, participants will learn the .Net Core as they step
through the creation of a sample application that demonstrates .Net Core's unique qualities
vs other frameworks. It also covers how to use Angular in an ASP.NET Core MVC project.

By the end of this training, participants will be able to:

• Setup .Net Core together with the tooling and IDEs needed to start developing right away.
• Use .Net to build various types of software, including web applications, console applications, microservices and libraries.
• Understand .Net Core's components, including class libraries, packages, metapackages and frameworks.
• Build libraries and applications in .NET Core.
• Understand important aspects of developing high-quality software for release
• Build apps with ASP.NET Core, its strengths and weaknesses, and how to leverage its features to build apps securely.
• Front‐end development with ASP.NET Core MVC.
• Frond‐end frameworks and tools, like Angular, Bootstrap, Nuget, Bower, webpack, Gulp, and Azure.
• Create a Visual Studio or Visual Studio Code project that contains Angular, ASP.NET Core MVC and get them working together.
• Use Entity Framework Core to store the application data and ASP.NET Core Identity to authenticate and authorize users.
• Use ASP.NET Core packages to deliver functionality to Angular.

Entity Framework Core 2.0 is a lightweight, cross-platform ORM (Object Relational Model) for developing data-oriented applications. It allows developers to work with data as .Net objects and properties.

In this instructor-led, live training, participants will learn how to use Entity Framework Core 2.0 to create an ASP.Net Core application.

By the end of this training, participants will be able to:

• Set up the necessary framework and tools for creating Entity Framework Core 2.0 MVC web applications.
• Perform database operations on MS SQL Server.
• Use a "code first" and "data first" approach to application development.
• Carry out migration & seeding operations.
• Understand advanced data modeling concepts.
• Create a sample ASP.Net Core application.

Format of the Course

• Part lecture, part discussion, exercises and heavy hands-on practice in a live-lab environment.

Note

• To request a customized training for this course, please contact us to arrange.
• For more information on Entity Framework Core, please see: https://github.com/aspnet/EntityFrameworkCore

Visual Studio 2015/2017 is an integrated development environment (IDE) designed for software development, offering a comprehensive set of tools for coding, testing, and debugging applications across various platforms.

C# 6.0 is a programming language developed by Microsoft and is a part of the .NET framework. It introduces several new features and enhancements over its predecessors, providing developers with improved syntax, increased productivity, and additional capabilities for building modern and efficient applications.

This instructor-led, live training (online or onsite) equips participants with the essential skills needed to leverage the capabilities of C# 6.0 within the Visual Studio 2015/2017 environment.

By the end of this training, participants will be able to:

• Navigate and utilize the Integrated Development Environment (IDE) in Visual Studio 2015/2017.
• Implement basic C# functionalities such as Console.WriteLine, Console.ReadLine, and Hello C# World!.
• Understand the process of compiling and debugging C# code.
• Apply comments in C# for code documentation and readability.
• Explore the fundamentals of .NET 6.0, including CLR, GC, DLL, EXE, and technologies within .NET.
• Review the history of C# from version 1.0 to 6.0 and grasp C# fundamentals such as keywords, literals, operators, and statements.
• Work with numeric and boolean types, classes, objects, fields, properties, indexers, operators, methods, and more in C# 6.0.
• Explore .NET Class Library features, including collections, file handling, data streams, communication between systems, dates, serialization, and parallel programming.
• Access and manipulate data using ADO.NET, LINQ, ORM (Entity Framework), and data in Service-Oriented Architecture (SOA).
• Review applications that can be developed in C# and .NET Framework 6, such as Windows Presentation Foundation, ASP.NET MVC 2, and Silverlight.

Format of the Course

• Interactive lecture and discussion.
• Lots of exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

C# is an efficient, object-oriented language for developing applications on the Microsoft .NET platform.

This instructor-led, live training introduces advanced features of C#, examines its usage as both a desktop application programming language and a web programming language for solving real-world problems.

Programming techniques and principals are demonstrated and practiced through in-class, hands-on exercises and walk-throughs.

Format of the Course

• C# advanced principles are discussed as participants step through the creation of a real-world application.

Decentralized applications or dApps are applications that run on the blockchain.

In this instructor-led, live training, participants will learn how to develop decentralized applications (dApps) using Microsoft Visual Studio as they build dApps using two methods of integration with Visual Studio.

By the end of this training, participants will be able to:

• Understand the fundamentals of developing decentralized applications (dApps)
• Understand the differences between typical ASP.NET applications and dApps
• Learn how to work with smart contracts
• Build dApps using Microsoft Visual Studio, BlockApps, and Solidity
• Build dApps using Microsoft Visual Studio, Microsoft Azure, and BlockApps STRATO

Audience

• Developers

Format of the course

• Part lecture, part discussion, exercises and heavy hands-on practice

Course overview

C# 6 is new in Visual Studio, and is the latest evolution of Microsoft’s primary programming language. This course covers the latest language features in C# 6 and the .NET platform. You’ll get a deep and broad understanding of C# as a programming language, and gain confidence to explore the richness of the .NET Framework library including asynchronous programming, LINQ, and EF.

What you’ll learn

• Essential C# syntax
• Implementing object-oriented designs in C#
• Using generics, collection classes, and exceptions
• What’s new in C# 6 and .NET 2015
• Using LINQ and EF
• Introduction to asynchronous programming
• Overview of MVC6

This course is divided into 3 main sections and is made up of a mixture of presentations and practical exercises.

1. VB.NET Language in Visual Studio 2012
2. VB.NET Object Orientation
3. VB.NET and Sql Server 2012

ASP.NET MVC 6 is new in Visual Studio 2015, and is the latest evolution of Microsoft’s web development stack. This course covers the latest APIs and development techniques for creating dynamic, modular, and testable web sites. We’ll explore the new features available in MVC6 and show how to get the best out of the latest toolset and integration possibilities.

What you’ll learn

• Understand MVC architecture principles and benefits
• Creating views, view components, and tag helpers
• Using ASP.NET dependency injection
• Creating RESTful services using Web API
• Getting the best out of GruntJS, NPM, and Bower integration
• Creating Single Page Applications (SPAs)