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Computer Science Courses - Page 79

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Working with MySQL DB instance using AWS RDS
In this 1-hour long project-based course, you will learn how to create, connect & delete a MySQL DB instance using AWS RDS. Amazon Relational Database Service (Amazon RDS) makes it easy to set up, operate, and scale a relational database in the cloud. It provides cost-efficient and resizable capacity while automating time-consuming administration tasks such as hardware provisioning, database setup, patching, and backups. It frees you to focus on your applications so you can give them the fast performance, high availability, security, and compatibility they need. By completing the steps in this guided project, you will successfully launch a MySQL DB instance using AWS RDS within the AWS Free Tier. You will also connect to the instance that you launch using MySQL workbench client and then terminate the instance.
Use AI Builder and Power Apps to Process Invoice Data
What's the quickest and most efficient way of keeping track of incoming invoices? A company accounting department usually keeps data on business expenses in lists where employees manually enter invoice data such as invoice number, invoice date, due date, total amount etc. It's a time-consuming and error-prone process, but thankfully, it can be automated with AI Builder and Power Apps or Power Automate. In this 60-minutes long guided project, “Use AI Builder and Power Apps to Process Invoice Data”, you will create a SharePoint site and list, build and train AI Builder model for processing invoice data and create a Power Apps application which will use that model and AI builder to read data from invoices and save it to the created SharePoint list. Of course, that Power App application can be shared with colleagues so they can upload invoices from their devices or take a photo of them directly. All we need to do is take our phone, open the application, upload the document, or take a photo of the invoice and let the Power App and AI builder do the rest. Is that a great improvement of a business process or what? The best thing about SharePoint, AI Builder and Power Apps is that anyone can learn to use them regardless of their educational background. We don’t need to be familiar with any programming language, basic knowledge of Excel-like formulas is enough for completing this project. Since this project uses Office 365 services like SharePoint and Power Apps (part of the Microsoft Power Platform), you will need access to a Microsoft account and a Microsoft 365 Developer Program subscription account. In the video at the beginning of the project you will be given instructions on how to sign up for both. If you are ready to automate manual, repetitive and time-consuming business processes and thus make time for more important tasks, then this project is for you! Let's get started!
Doing More with SAS Programming
This course is for business analysts and SAS programmers who want to learn data manipulation techniques using the SAS DATA step and procedures to access, transform, and summarize data. The course builds on the concepts that are presented in the Getting Started with SAS Programming course and is not recommended for beginning SAS software users. In this course you learn how to understand and control DATA step processing, create an accumulating column and process data in groups, manipulate data with functions, convert column type, create custom formats, concatenate and merge tables, process repetitive code, and restructure tables. This course addresses Base SAS software. Before attending this course, you should be able to write DATA step code to access data, subset rows and columns, compute new columns, and process data conditionally. You should also be able to sort tables using the SORT procedure and apply SAS formats.
PEST Analysis with Service Blueprints in Miro
By the end of this project, you will be able to conduct a PEST analysis that considers all components of service to gain intelligence on how internal and external factors impact an organization’s performance. To conduct a PEST Analysis with Service Blueprints in Miro, you will gain hands-on experience examining political, economic, socio-cultural, and technological influences upon performance in the Miro online visual collaboration platform for teamwork. 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.
Problem Solving, Python Programming, and Video Games
This course is an introduction to computer science and programming in Python. Upon successful completion of this course, you will be able to: 1. Take a new computational problem and develop a plan to solve it through problem understanding and decomposition. 2. Follow a design creation process that includes specifications, algorithms, and testing. 3. Code, test, and debug a program in Python, based on your design. Important computer science concepts such as problem solving (computational thinking), problem decomposition, algorithms, abstraction, and software quality are emphasized throughout. The Python programming language and video games are used to demonstrate computer science concepts in a concrete and fun manner. However, a learner can take the knowledge and skills from this course and apply them to non-game problems, other programming languages, and other computer science courses. You do not need any previous programming, Python, or video game experience. However, some computer skills (e.g., mouse, keyboard, document editing), knowledge of algebra, attention to detail (as with many technical subjects), and a “just give it a try” spirit will be keys to your success. Despite the use of video games for all the programming examples, PVG is not about computer games. PVG will still provide valuable knowledge and skills for non-game computational problems. The interactive learning objects (ILO) of the course provide automatic, context-specific guidance and feedback, like a virtual teaching assistant, as you develop problem descriptions, algorithms, and functional test plans. The course forums will be supported by the creators of the course, to help you succeed. All videos, assessments, and ILOs are available free of charge. There is an optional certificate available for a fee.
Unit Testing in Java
Unit testing in Java Guided Project taking you through the fundamentals of unit testing as a beginner.
3D Interaction Design in Virtual Reality
This course will teach you about one of the most important aspects of VR, how you interact with a VR world. Virtual Reality is completely different from an on screen app or game. You are completely immersed in a VR world, so it doesn't make sense to interact only through buttons or menus. You will get the most out of VR if you can interact with the world just as you would with the real world: with your natural body movements. You will learn about the basic concepts and technologies of VR Interaction. You will then get hands on, learning about how to move around in VR and how to interact with the objects in your world. The course will finish with some advice from experts on VR interaction design and you will do a project where you will get real experience of developing VR Interaction.
Build Your Portfolio Website with Angular JS
In this 1.5 hour guided project, you will learn the fundamentals of the AngularJS framework and incorporate it into a traditional HTML webpage. At the end of this course, you will be able to start using AngularJS in your own web projects. Topics covered include: The AngularJS model-view-controller architecture, data binding, data model directives, conditional directives, and loop directives. Prerequisites are that you should already be comfortable working with HTML, JavaScript and some CSS.
Siamese Network with Triplet Loss in Keras
In this 2-hour long project-based course, you will learn how to implement a Triplet Loss function, create a Siamese Network, and train the network with the Triplet Loss function. With this training process, the network will learn to produce Embedding of different classes from a given dataset in a way that Embedding of examples from different classes will start to move away from each other in the vector space. This course runs on Coursera's hands-on project platform called Rhyme. On Rhyme, you do projects in a hands-on manner in your browser. You will get instant access to pre-configured cloud desktops containing all of the software and data you need for the project. Everything is already set up directly in your Internet browser so you can just focus on learning. For this project, you’ll get instant access to a cloud desktop with (e.g. Python, Jupyter, and Tensorflow) pre-installed. Prerequisites: In order to be successful in this project, you should be familiar with Python, Keras, Neural Networks. Notes: - You will be able to access the cloud desktop 5 times. However, you will be able to access instructions videos as many times as you want. - 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.
Master the Bezier Pen Tool in Inkscape
By the end of this project, you’ll get comfortable using Inkscape’s Bezier curves and straight lines tool, otherwise known as the Bezier pen tool. Inkscape, a free vector graphics program, allows you to build graphics with clear lines, vivid colors, and the flexibility to resize again and again—all while keeping the best image quality. The Bezier pen tool is an important part of Inkscape because it allows you to make customized paths and objects with a few clicks. You’ll get comfortable with the pen’s toolbar options, drawing straight and curved paths, creating open and closed paths, and editing those paths. To build these skills, you’ll practice creating some basic shapes, including straight lines, circles, and a heart symbol. Then you’ll draw a more complex shape: the pen tool icon! 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.