Internet of things (IoT) has become a significant component of urban life, giving rise to “smart cities.” These smart cities aim to transform present-day urban conglomerates into citizen-friendly and environmentally sustainable living spaces. The digital infrastructure of smart cities generates a huge amount of data that could help us better understand operations and other significant aspects of city life. In this course, you will become aware of various data mining and machine learning techniques and the various dataset on which they can be applied. You will learn how to implement data mining in Python and interpret the results to extract actionable knowledge. The course includes hands-on experiments using various real-life datasets to enable you to experiment on your domain-related novel datasets. You will use Python 3 programming language to read and preprocess the data and then implement various data mining tasks on the cleaned data to obtain desired results. Subsequently, you will visualize the results for the most efficient description.

In this 1-hour long project-based course, you will learn how to read all sorts of data and import them into R, including CSV files, Excel files, data from other statistical software, the web and from relational databases. 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.

Welcome to "Jenkins: Automating your delivery pipeline". In this guided project you will learn how to create a delivery pipeline for a Spring Pet Clinic application and will also learn the concept pipeline as a code. The task-based approach that we follow in our guided project will get you a better understanding of Jenkins that comes very handy while working on your real-life project. . Most importantly you will leave this course with more confidence that will get you to work in Jenkins platform more efficiently. Good luck as you get started, and I hope you enjoy the course! Happy learning !!!!!

This is a self-paced lab that takes place in the Google Cloud console. This hands-on lab shows you how to create a small App Engine application that displays a short message.

Imagine working in a car rental company that manually tracks which cars are rented out and which ones are ready for rental. As employees, we are responsible for informing all other employees about available cars each day and we are performing a repetitive process each day: we have to open SharePoint, find a site and Excel file, download the file, open it in Excel, filter out available cars, export it as PDF and send it by email to other colleagues who are responsible for car rentals, so they know which cars can be offered to the customers. Of course, this process is time consuming, and we don’t know which part of that process can be automated or how to automate it. Thankfully, with Power Automate Process Advisor, not only can we see where the bottlenecks are and what can be automated, but we can also get a recommendation for which actions a Power Automate flow could be used for achieving the wanted automatization of this business process. With that, we can easily give machines to handle the repetitive process and spend our time on other business tasks. So, from 7 manual steps which must be done each day, we will end up with only 1 manual step, triggering the flow which we will create. How cool is that? This Guided Project " Use Process Advisor to Analyze and Automate Manual Process" is for any business professional who is looking to automate any kind of manual business process. In the project you will create a SharePoint site and a list (from a sample Excel file), and learn how to use Power Automate Process Advisor to analyze the manual process. You will also create a flow with the guidance of the Process Advisor analysis result. What’s great about SharePoint and Power Automate is that anyone can learn to use them regardless of their educational background! Since this project uses Office 365 services (SharePoint, Excel, Outlook) and Power Automate (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 make your and your colleagues’ lives easier by starting to automate manual, time-consuming processes which are hard to track, then this project is for you! Let's get started!

Have you ever wanted to learn about backend (server) development and become a "full-stack" developer (someone who can do front-end and back-end development)? It is not as complicated as you think! In this 1.5 hours class, you will dive right in, learn the basics of one of the most popular web server frameworks, and write a server process to serve a simulated online auction website! Recommended background: HTML, CSS, JavaScript, RESTful API.

Course description: The ACP DevOps Engineer Course is designed for developers and operations experts who will be deploying applications on Alibaba Cloud using DevOps tools and best practices. The course covers Alibaba Cloud's Kubernetes Container Service (ACK), the ARMS Prometheus monitoring service, Log Service, ActionTrail, Container Registry, and more. It’s recommended for developers, Operators & Maintainers. The ACP DevOps Engineer Certification is designed for developers and operational experts who will be deploying applications on Alibaba Cloud using DevOps tools and best practices. The exam covers Alibaba Cloud's Kubernetes Container Service (ACK), the ARMS Prometheus monitoring service, Log Service, ActionTrail, Container Registry, and more. To earn an official Alibaba Cloud certificate please find the register portal on Academy's website: https://edu.alibabacloud.com/certification/acp_devops

Google Cloud Fundamentals for AWS Professionals introduces important concepts and terminology for working with Google Cloud. Through videos and hands-on labs, this course presents and compares many of Google Cloud's computing and storage services, along with important resource and policy management tools.

This third course in the Computational Thinking with JavaScript specialization applies your developing JavaScript skills learned in the first two courses to the world of the web. You will learn how HTML and JavaScript together support the web pages with which we are so familiar, and develop skills so that you can create your own. As well as text presentation, at the heart of HTML, you will learn how to develop interactive, animated graphics, using JavaScript to dynamically add, remove and adjust the HTML objects on the screen. Furthermore, you will leave the more sheltered Coursera programming environment, working with external programming environments, and learning how to use new libraries. Through this practice with new application areas and new building blocks, we build on the computational thinking frameworks introduced in the earlier courses, focusing particularly on the challenges of maintaining a consistent understanding of the multiple computational representations required to master programming.

In this 1-hour long project-based course, you will learn how to create a basic single-player Pong replica using the PyGame library for Python, creating a welcome screen, a game that responds to user input to move the paddle, scoring, and a game over screen with user options. By the end of the course, learners will have a basic understanding of the PyGame library and will be able to create simple games built on shapes. No previous experience with PyGame is required, as this is a basic introduction to the library, but familiarity with Python is recommended. 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.