Mastering Data Science and Machine Learning Fundamentals

With ASP.NET Core we can develop Web APIs using C#.With Angular you can create modern web applications without too many headaches.In this course we will use both tools to create a project. We will make an application with its database, user system, back-end and UI, where you will put into practice the concepts learned in the course.In the end we will publish our Angular application and our ASP.NET Core application to production.Some of the topics that we will see:· Web API development with ASP.NET Core· Using a SQL Server database with Entity Framework Core· User system with JSON Web Tokens (JWT)· Developing a single page application (SPA) with Angular· Creating reactive forms in Angular· Make HTTP requests from Angular to ASP.NET Core· Using Angular Material Components· Using maps with leaflet· Save spatial data to a database with NetTopologySuite· Allow users to upload images to be saved to Azure Storage or locallyYou do not need to be an expert in order to take this course. Basic HTML, CSS and JavaScript knowledge will be enough. As we'll learn Angular and ASP.NET Core Web API development in this course.Upon completion of this course, you will have enough knowledge to face development challenges that involve ASP.NET Core and Angular applications.

MongoDB is a document-oriented DBMS, with JSON-like objects comprising the data model, rather than RDBMS tables. MongoDB does not support joins nor transactions. However, it features secondary indexes, an expressive query language,atomic writes on a per-document level, and fully-consistent reads. MongoDB uses BSON, a binary object format similar to, but more expressive than JSON..MongoDB uses dynamic schemas. We can create collections without defining the structure,i.e. the fields or the types of their values, of the documents. You can change the structure of documents simply by adding new fields or deleting existing ones. Documents in a collection need unique set of fields. MongoDB database stores its data in collections not in tables The collections are the rough equivalent of RDBMS tables. A collection holds one or more documents, which corresponds to a record or a row in a relational database table, and each document has one or more fields, which corresponds to a column in a relational database table. As one of the NoSQL database engines, MongoDB is a pretty trendy product at the moment. MongoDB provides for a fairly permissive database experience (compared to that of a relational database). The MongoDB schema is dynamic, which allows you to insert data in a very flexible way. One of the key use cases for MongoDB is storing unstructured data, such as from sensor arrays. MongoDB can comfortably chomp away at large data streams, providing a resilient repository. What you will learn How to setup your environment of a local mongoDB databaseHow to create a database in mongoDBHow to create a collection in mongoDBHow to drop a database in mongoDBHow to create a CRUD operations in mongoDBHow interact with mongoDB using pythonHow to combine collections in MongoDB

Websites are everywhere these days. They provide information and interact with users through different platforms, such as computers, tablets, and smartphones. A website is a network of linked web pages that users access through their web browsers. A user can access a website only when he or she has a web browser to process the code used to create the website’s content.A website is made up of HTML code, which stands for Hypertext Markup Language. HTML is the main language used to create websites. This code defines the look and behavior of a website’s pages using tags and attributes. Web pages can be viewed in different web browsers— such as Microsoft Internet Explorer or Google Chrome.In this course you will learn how websites work and be able to create your own web pages. You will understand basics like HTML, JavaScript and CSS. On top of that, you will learn about Security vulnerabilities that sometimes occur with web pages. Indeed, this is not just a Web Development course but it has a Cyber Security components as well!If you are new to Web Development and Cyber Security, this course is for you! No prior knowledge required. The course includes exercises that let you play around with HTML code and more.

Ever wondered how to transform data into insights that shake up the game? Ready to unveil the hidden gems of Power BI? Get ready to supercharge your data skills with "DAX Decoded: Essential Fundamentals in Power BI."Imagine having the power to turn data into savvy business moves. Join us on an exciting journey to master data analysis and amp up your Power BI game. We're diving straight into the basics of DAX (Data Analysis Expressions), the magic behind Power BI's awesomeness.Start from scratch, learning the ropes of essential DAX calculations and the ins and outs of formula syntax. Watch the sparks fly when DAX meets the Power BI data landscape. But we're not stopping at the surface – we're going deep into must-know DAX concepts. You'll be the master of the CALCULATE statement, a pro at table functions, and a wizard with time intelligence.But here's the kicker – it's not all theory. Get ready to roll up your sleeves and dive into hands-on learning. Imagine experimenting with demo data sets and Power BI files that you can play with in real life. And just to make sure you're nailing it, we've got review quizzes to make those DAX fundamentals stick.Ready for the adventure? Enroll now in "DAX Decoded" and gear up for a world of data exploration with Power BI. Your journey to DAX and Power BI excellence starts right here!

In this course I take you through the full process of Test Driven Development (TDD), starting from an overview of what TDD is and how we should use it along with progressive examples throughout the course which will get you up to speed quickly.We cover the basic fundamentals of TDD by learning about the Red, Green, Refactor life cycle and how we can use this to help us draw out the simplest implementation of our code while giving us the confidence in our tests to refactor our codebase without breaking existing code (cause regressions).The course aims to take complete beginners through everything thats needed in TDD from IDE setup to working through acceptance criteria exactly like you'd expect to find in a real world working environment so previous experience is not required other than a basic understanding of Java or other object oriented language.We learn about katas and how they can dramatically help improve your Java and TDD development skills with just a little practice each day.This course will help get you quickly up to speed in one of the most overlooked but essential areas of Java development which features highly in job requirements and is commonly featured in first and second stage interviews.

In this course, you will learn how to develop dynamic, feature-rich web applications using ASP.NET Core 6 MVC. The primary focus of the course is mastering CRUD operations—Create, Read, Update, and Delete—essential functions for interacting with databases in web applications. CRUD operations allow you to manage and manipulate data, making them a critical component of any web project.This course is designed to guide both beginners and intermediate developers through the complete process of building a web application using the Model-View-Controller (MVC) architecture. For beginners, it offers a strong foundation in understanding how MVC separates the application into three interconnected components, making the development process more structured and scalable. You'll learn how to work with models to represent data, views to display information, and controllers to manage the flow of the application.Intermediate developers will benefit from more advanced features and best practices that enhance the functionality and efficiency of CRUD operations. You’ll also dive deeper into ASP.NET Core 6’s modern features, such as dependency injection, middleware, and Razor Pages, which streamline development and make applications more responsive.By the end of this course, you will have hands-on experience building a fully functional web application that implements CRUD operations, and you will be well-equipped to tackle real-world projects with ASP.NET Core 6 MVC.