Explainable and Interpretable AI: Techniques and Application

This Learning App Development in iOS 8 training course from Infinite Skills will teach you how to use Xcode and Objective-C to create iPhone and iPad apps. This course is designed for the absolute beginner, meaning no iOS app development experience is required. You will start by learning the basics of Xcode and Objective-C, as well as the iOS SDK. From there, this course will teach you how to build a user interface using storyboard. This video tutorial will cover basic user interface elements such as labels and text views, and more advanced controls like collection views and tab bars. You will also cover iOS features, including location services, mapping, social networking, reminders, and alarms. Keith will also teach you about the new iOS features, including CloudKit, HomeKit, and PhotoKit. Finally, you will work with the Dev Center and learn how to submit your completed iPhone or iPad app for inclusion in the iTunes App Store. Once you have completed this computer based training course, you will be fully capable of creating your own iOS apps for the iPhone and iPad. Working files are included, allowing you to follow along with the author throughout the lessons.

The "Developing Credit Risk Scorecard using R Programming" course is designed to equip participants with the necessary knowledge and skills to build robust credit risk scorecards using the R programming language. Credit risk scorecards are vital tools used by financial institutions to assess the creditworthiness of borrowers and make informed lending decisions. This course will take participants through the entire process of developing a credit risk scorecard, from data preprocessing and feature engineering to model development, validation, and deployment.Course Objectives: By the end of this course, participants will:Understand the fundamentals of credit risk assessment and the role of scorecards in the lending process.Be proficient in using R programming for data manipulation, visualization, and statistical analysis.Learn how to preprocess raw credit data and handle missing values, outliers, and data imbalances.Master various feature engineering techniques to create informative variables for credit risk modeling.Gain hands-on experience in building and optimizing predictive models for credit risk evaluation.Learn how to validate credit risk scorecards using appropriate techniques to ensure accuracy and reliability.Understand the best practices for scorecard implementation and monitoring.Target Audience: This course is ideal for data analysts, risk analysts, credit risk professionals, and anyone interested in building credit risk scorecards using R programming.Note: Participants should have access to a computer with R and RStudio installed to fully engage in the hands-on exercises and projects throughout the course.

In this course you will learn about SAP DRF, prerequisites for configuring DRF, DRF Configuration using IDOC's and Editions in MDG Finance. For all the above concepts you'll be shown practical demo. I have not covered interconnecting systems using Services (SOA Manager), RFC's using DRF in this course but, I'll be giving a brief overview of them while teaching replication using IDOC's.This course is intended for beginners in SAP DRF and will be useful for SAP Technical and functional consultants who would like to learn / configure DRF in their systems. I have tried to make it as simple as possible so that even beginners are able to understand it. It's good to have some knowledge in configuring ALE IDOC's in SAP before taking this course.

Welcome to the beginner-friendly PHP and MySQL course! This course is designed for those with little or no programming experience who are looking to learn the fundamentals of PHP web development. This course is beginner-friendly and will introduce you to the world of server-side scripting and the power of PHP. PHP and MySQL are two of the most widely used technologies for building dynamic and interactive websites and web applications.PHP is a popular, easy-to-learn server-side scripting language that allows you to create dynamic web pages and interact with databases. It is the backbone of many popular content management systems such as WordPress and Joomla. MySQL is a widely-used, open-source relational database management system that will allow you to store and retrieve data for your PHP web applications. Together, these technologies will enable you to create robust and efficient web applications.Throughout this course, you will learn how to use PHP to create and manipulate forms, validate user input, and interact with a MySQL database to store and retrieve data. In addition to the basics, this course also covers advanced topics such as sessions and cookies, with a special focus on data sanitization and security and also using PDO (PHP Data Objects) for database access and working with MySQL. With PDO and MySQL, you'll be able to create dynamic and interactive websites with real-world functionality.The course includes hands-on projects. You will be creating a working form, a todolist application and an Employee Management System.Whether you're just starting out in web development or looking to enhance your skills, this course has everything you need to succeed. We will go straight to the point with handy examples to get you quickly up to speed. By the end of the course, you'll be able to build robust, secure, and user-friendly websites using PHP. Don't wait, enroll now and start your PHP journey today!"

This session will challenge you to reflect on "busy" behavior and it's affect on you life. As you identify roadblocks that keep you from achieving personal goals you will begin to replace them with healthy habits for success. if you identify as the "Jack of all Trades Master of None" then this course is for you.

Hello and welcome to this course. This course is about ASP.NET Core and Angular. This course aims to help you get started quickly using them. This course targets all levels and will help to get started quickly with your journey in web development using ASP.NET Core and Angular.Currently Angular is the most well-known and used client-side processing frameworks. Angular was a huge advancement for web development as it introduced web components where you can create a reusable set of HTML elements. Also, you get to have types which are something that was quite a pleasure to have to aid you in your development process. TypeScript is the static language that provides you with great support for your client-side development. Angular since 2.0 is using TypeScript. Angular is growing every day and the provide support for the versions that they release for a certain amount of time so you can guarantee that you will get updates as needed.ASP.NET Core is the evolution of ASP.NET. And it’s the most advanced version of ASP.NET so far. It introduces a huge set of features. From the out of the box DI to the kestrel server which currently has amazing benchmark results if you look around. Not that only, You get to choose where you want it to run inside IIS or in a separate process. Also, you can run it on all platforms Windows Linux or Mac OS as .NET Core can run on any platform. Not that only! You will enjoy the full source code of it and you can go through it to understand the internal parts of it if you want to get deeper with it.Lastly, this course will go through EF core so you can use it to communicate with your database and exchange data with the API.My name is Amr and let me tell you my story. I’m very fascinated with programming and web development and I love online training and traveling. I hope you join and enjoy my online course!