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Software Development Courses - Page 10

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Configuring your IDE for beginners with IntelliJ IDEA
In this 1.5 hour guided project. I will show you how to configure IntelliJ IDEA, an integrated development environment to create a productive environment and facilitate a smooth workflow for your development projects. We will cover user interface customizations, build configurations, and version control systems. Basic knowledge of any modern computer programming languages is required.
Database Design and Basic SQL in PostgreSQL
In this course you will learn more about the historical design of databases and the use of SQL in the PostgreSQL environment. Using SQL techniques and common commands (INSERT INTO, WHERE, ORDER BY, ON DELETE CASCADE, etc) will enable you to create tables, column types and define the schema of your data in PostgreSQL. You will learn about data modeling and how to represent one-to-many and many-to-many relationships in PostgreSQL. Students will do hands-on assignments creating tables, inserting data, designing data models, creating relational structures and inserting and querying relational data in tables.
Life Expectancy Prediction Using Machine Learning
In this hands-on project, we will train a Linear Regression model to predict life expectancy. The dataset was initially obtained from the World Health Organization (WHO) and United Nations Websites. Data contains features such as year, status, life expectancy, adult mortality, infant deaths, percentage of expenditure, and alcohol consumption.
Fake News Detection with Machine Learning
In this hands-on project, we will train a Bidirectional Neural Network and LSTM based deep learning model to detect fake news from a given news corpus. This project could be practically used by any media company to automatically predict whether the circulating news is fake or not. The process could be done automatically without having humans manually review thousands of news related articles. 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.
Java Basics: Selection and Iteration
Code and run your first Java program in minutes without installing anything! This course is designed for learners with no coding experience, providing a solid foundation of not just Java, but core Computer Science topics that can be transferred to other languages. The modules in this course cover printing, operators, iteration (i.e., loops), and selection (i.e., conditionals). To allow for a truly hands-on, self-paced learning experience, this course is video-free. Assignments contain short explanations with images and runnable code examples with suggested edits to explore code examples further, building a deeper understanding by doing. You'll benefit from instant feedback from a variety of assessment items along the way, gently progressing from quick understanding checks (multiple choice, fill in the blank, and un-scrambling code blocks) to small, approachable coding exercises that take minutes instead of hours.
Build a Google Firebase Web Application
In this 2-hour long project-based course, you will gain hands-on experience with one of the hottest web and mobile development backend services, Google Firebase. If you have some experience with HTML, CSS, and JavaScript and want to start developing multi-platform applications, this course is for you! By the end of this course, you will understand the fundamental of Google Firebase and be able to create and build a Firebase Web application with ease.
Serverless Orchestration with Workflows
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will connect Cloud Functions and Cloud Run services with Workflows and connect two public Cloud Functions services, one private Cloud Run service, and an external public HTTP API into a workflow.
SQL Joins
In this 1-hour long project-based course, you will learn how to utilize MySQL joins in your queries. By the end of this project, you will create a number of examples that will develop your learning around joins in SQL. This course will enable you to take your beginner knowledge of SQL to the next level by enabling you to utilize joins. Thus, being able to develop more complex queries. This course will provide students with the knowledge behind different joins that are available in MySQL language such as inner join, outer join, and left join. This project will take students through a number of examples demonstrating SQL functions based on a database around a bookstore. You will gain an understanding of these concepts from the in-depth examples provided.
RPA Lifecycle: Deployment and Maintenance
Robotic Process Automation (or RPA) implementation is conducted over multiple critical phases. In the Discovery phase, you identify the business processes beneficial for automation. In the Design phase, you create an RPA plan for automating them. In the Development and Testing phase, you execute the RPA plan and develop bots, testing them thoroughly during development. Next, you need to deploy the bots and set them up for routine monitoring. These activities are performed next in the implementation lifecycle: in the Deployment and Maintenance phases. You can deploy bots in various devices and also monitor their performance live via the Web Control Room. This is a web-based application, with comprehensive workload management, granular security controls, and an intuitive analytics dashboard. It is the one central interface from where you can create and manage users and roles, monitor connected and disconnected devices and schedule bot execution. As you begin this course, you will be introduced to the user interface of the Web Control Room. You will explore various panels and components in its Features Panel. You will also study some of the best practices and troubleshooting procedures that you can apply while using the Web Control Room during RPA Deployment and Maintenance. The learning will be reinforced through concept description, hands-on tasks, and guided practice.
Create Ping-Pong Game in Python using Turtle Graphics
By the end of this project, you will be able to create The Classic Ping Pong game using Python and Turtle graphics. You’ll also be able to identify and use most of Turtle’s modules and functions that helps you develop and build your own game. Moreover, you’ll be able to edit and manipulate the objects created by Turtle however you like. Turtle graphics is a pre-installed Python library that’s a trendy way of introducing programming to beginners. It helps visualize what programming can do. It’s a straightforward yet versatile way to understand the concepts of Python. This guided project is for beginner-intermediate programmers who already have a general knowledge of Python basics and want to test out their knowledge with a real application and looking forward to developing their very first game in less than 1 hour. This project can be your portal into game development. Note: This project works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.