Experience the future of geographical analysis with our Machine Learning for Predictive Maps in Python and Leaflet course. Master the unique blend of programming, machine learning, and geographic information systems, all while honing your ability to predict and visualise spatial data in a powerful and effective way. This course offers you an unparalleled understanding of modern map creation, combined with the magic of prediction using machine learning models. Starting from the ground up, you'll be introduced to all the necessary setups and installations. After that, you will be diving into the depth of Django server-side code and front-end application code writing. The heart of the course lies in learning how to automate the machine learning pipeline, leading you to easily create predictive models. Improve your maps with Leaflet programming, making your predictions accurate and also visually striking. By the end of this course, you will be armed with experience furnished by our comprehensive project source code and assignments, empowering you to drive data-driven decisions and insightful spatial analysis. Join us and map your way to success! Sign up today. Learning Outcomes:Upon completion of the Machine Learning course, you will be able to: Understand how to set up and install relevant software and libraries.Master Django server-side and application front-end code writing.Gain proficiency in the concepts and implementation of Machine Learning.Learn to automate Machine Learning pipelines for efficient workflows.Acquire skills in Leaflet programming for enhanced map visuals.Handle project source code effectively for real-world projects.Apply knowledge practically via assignments and gain experience. Who is this course for?This Machine Learning course is ideal for: Aspiring Data Scientists keen on harnessing geographical data.GIS professionals aiming to integrate Machine Learning into their skill set.Software Developers interested in creating geographically-focused applications.Analysts keen on enhancing their data visualisation skills with mapping. CertificationAfter studying the course materials of the Machine Learning for Predictive Maps in Python and Leaflet course, there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test, you have a range of certification options to choose from. You can claim a CPD Accredited PDF Certificate for £4.99, a CPD Accredited Hardcopy Certificate at £8.00, or you may choose to receive a PDF Transcript for £4.99 or a Hardcopy Transcript for £9.99. Select according to your needs, and we assure timely delivery of your chosen certificate. RequirementsThis professionally designed Machine Learning for Predictive Maps in Python and Leaflet course does not require you to have any prior qualifications or experience. It is open to everyone. You will be able to access the course from anywhere at any time. Just enrol and start learning! Career Path:Our Machine Learning course will help you to pursue a range of career paths, such as: Junior Data Analyst: £25,000 - £35,000 annually.Data Scientist: £40,000 - £60,000 annually.GIS Analyst: £30,000 - £45,000 annually.Geospatial Software Developer: £35,000 - £55,000 annually.Machine Learning Engineer: £50,000 - £80,000 annually.Lead Data Scientist (GIS speciality): £70,000 - £100,000+ annually. Course Curriculum Section 01: Introduction Introduction 00:10:00 Section 02: Setup and Installations Python Installation 00:04:00 Creating a Python Virtual Environment 00:07:00 Installing Django 00:09:00 Installing Visual Studio Code IDE 00:06:00 Installing PostgreSQL Database Server Part 1 00:03:00 Installing PostgreSQL Database Server Part 2 00:09:00 Section 03: Writing the Django Server-Side Code Adding the settings.py Code 00:07:00 Creating a Django Model 00:10:00 Adding the admin.py Code 00:21:00 Section 04: Writing the Application Front-end Code Creating Template Files 00:10:00 Creating Django Views 00:10:00 Creating URL Patterns for the REST API 00:09:00 Adding the index.html code 00:04:00 Adding the layout.html code 00:19:00 Creating our First Map 00:10:00 Adding Markers 00:16:00 Section 05: Machine Learning Installing Jupyter Notebook 00:07:00 Data Pre-processing 00:31:00 Model Selection 00:20:00 Model Evaluation and Building a Prediction Dataset 00:11:00 Section 06: Automating the Machine Learning Pipeline Creating a Django Model 00:04:00 Embedding the Machine Learning Pipeline in the Application 00:42:00 Creating a URL Endpoint for our Prediction Dataset 00:06:00 Section 07: Leaflet Programming Creating Multiple Basemaps 00:09:00 Creating the Marker Layer Group 00:10:00 Creating the Point Layer Group 00:12:00 Creating the Predicted Point Layer Group 00:07:00 Creating the Predicted High Risk Point Layer Group 00:12:00 Creating the Legend 00:09:00 Creating the Prediction Score Legend 00:15:00 Section 08: Project Source Code Resource 00:00:00 Assignment Assignment - Machine Learning for Predictive Maps in Python and Leaflet 00:00:00
Overview With the ever-increasing demand for Gas Engineering in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Gas Engineering may be. Learning about Gas Engineering or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Gas Engineering. That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Gas Engineering is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by Compete High in this Diploma in Gas Engineering course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Diploma in Gas Engineering course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Diploma in Gas Engineering course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Gas Engineering, Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Gas Engineering, Anyone looking for a certificate of completion on doing an online training on this topic, Students of Gas Engineering, or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Diploma in Gas Engineering course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams. Course Curriculum Module 1- Introduction to Gas Engineering Introduction to Gas Engineering 00:00 Module 2- Natural Gas Basics and Combustion Natural Gas Basics and Combustion 00:00 Module 3- Transmission System_Pipes and Flues Transmission System_Pipes and Flues 00:00 Module 4- Ventilation Ventilation 00:00 Module 5- Tightness Testing and Gas Leak Tightness Testing and Gas Leak 00:00 Module 6- Gas Rate, Flow Meter and Pressure Control Gas Rate, Flow Meter and Pressure Control 00:00 Module 7- Gas Safety Devices and Controls Gas Safety Devices and Controls 00:00 Module 8- Gas Warning Labelling Gas Warning Labelling 00:00 Module 9- Chimney Standards and Inspection Chimney Standards and Inspection 00:00 Module 10- Gas Appliances Maintenance and Safety Gas Appliances Maintenance and Safety 00:00
Overview This comprehensive course on Mechanical Engineering will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Mechanical Engineering comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Mechanical Engineering. It is available to all students, of all academic backgrounds. Requirements Our Mechanical Engineering is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 2 sections • 17 lectures • 02:41:00 total length •Module 01: Introduction: 00:08:00 •Module 02: Engineering Mechanics - I: 00:07:00 •Module 03: Engineering Mechanics - II: 00:07:00 •Module 04: Heat and Thermodynamics: 00:12:00 •Module 05: Work, Force and Energy: 00:10:00 •Module 06: Fluid Mechanics: 00:08:00 •Module 07: Structural Mechanics: 00:08:00 •Module 08: Machines - I: 00:08:00 •Module 09: Machines - II: 00:09:00 •Module 10: Machine Dynamics: 00:10:00 •Module 11: Mechanical Design: 00:11:00 •Module 12: Hydraulic Machines: 00:21:00 •Module 13: Strain Hardening Processes: 00:10:00 •Module 14: Application of Solidification: 00:05:00 •Module 15: Welding: 00:13:00 •Module 16: Engineering Drawing: 00:14:00 •Assignment - Mechanical Engineering: 00:00:00
This course is filled with hands-on and real-time examples to help you understand the concepts and implement them on the go. 75% of the IT industry is now heading toward this API for automating services. Learn everything you need to know about REST API automation, even if you have never worked before in this domain.
In this course, we will learn about the future's technology called WebRTC by building two real-world chat applications. We will learn what is WebRTC, why it is important, how it works, and cover the different protocols used in WebRTC. A basic understanding of HTML, CSS, and JavaScript is required.
Overview: Are you ready to elevate your expertise in high-voltage three-phase systems? Our comprehensive course, 'Short Circuit Analysis for HV Three Phase Systems,' is designed to empower electrical engineers, power system professionals, and anyone involved in the design and maintenance of high-voltage electrical networks. Key Benefits: Specialized Knowledge: Gain in-depth insights into short circuit analysis specific to high-voltage three-phase systems. This course is tailored for professionals seeking specialized skills in analyzing and mitigating short circuits in complex electrical networks. Real-world Applications: Dive into practical scenarios and case studies, providing hands-on experience that directly applies to real-world situations. Acquire the skills needed to analyze short circuits in various industrial settings, ensuring you are well-equipped to handle challenges on the job. Cutting-Edge Techniques: Stay ahead of the curve by learning the latest techniques and methodologies in short circuit analysis. Understand how to use advanced software tools to simulate and analyze short circuits, allowing you to make informed decisions in system design and protection. Risk Mitigation: Learn strategies to identify potential risks associated with short circuits in high-voltage systems and implement effective protective measures. Minimize downtime, enhance system reliability, and ensure the safety of personnel and equipment within your electrical network. Expert Instruction: Benefit from the guidance of industry experts with extensive experience in high-voltage systems. Our instructors bring a wealth of knowledge to the table, providing valuable insights and practical tips to enhance your learning experience. Networking Opportunities: Connect with like-minded professionals, fostering valuable networking opportunities. Share experiences, exchange ideas, and build relationships within the industry, enriching your professional network for future collaborations and career advancements. Flexible Learning: Access the course content at your own pace with our online platform. Whether you're a working professional or a student, our flexible schedule allows you to balance your learning with other commitments. Who Should Enroll: Electrical Engineers Power System Designers Maintenance Professionals Utility Engineers Electrical Consultants Students pursuing electrical engineering Don't miss this opportunity to enhance your skills and become a go-to expert in Short Circuit Analysis for HV Three Phase Systems. Enroll now and power up your career! Course Curriculum Introduction To Short Circuit Analysis For Hv Three Phase Systems Course Introduction To Short Circuit Analysis For Hv Three Phase Systems Course 00:00 Short Circuit Fault Analysis Overview Short Circuit Fault Analysis Overview Per Phase Analysis Per Phase Analysis 00:00 Per Unit Analysis Per Unit Analysis 00:00 Change Of Base Change Of Base 00:00 Transformers Per Unit Analysis Transformers Per Unit Analysis 00:00 Symmetrical Components Symmetrical Components 00:00 Asymmetrical Three Phase Fault Analysis Asymmetrical Three Phase Fault Analysis 00:00 System Modeling System Modeling 00:00
This course is the ultimate resource for developers of all levels looking to master Express Framework, SQL, and the powerful combination of Passport.js and Auth0. Whether you are starting out with web development or working in the field for years, this course will provide you with the skills and knowledge you need in order to build robust, dynamic web applications.
Learn to build a RESTful API using ASP.NET Core Minimal API, entity framework, and employ enterprise-level development practices and patterns. We will implement various support tools for data validations, logging, documentation, and security. You will learn everything you need to know about building a Minimal API using .NET 6 (or .NET 7 preview).
Learn to code in C++, one of the oldest and most popular programming languages in the market. This course is created to quickly give you the knowledge and practice you really need to master C++ basics. We will cover core concepts such as variables, arrays, vectors, functions, scope, namespaces, loops, references, prototypes, and more.
S3 is by far the most popular AWS service out there and the demand is only increasing! Most of the Fortune 500 companies, mid-size companies, and start-ups are making use of it heavily! In this course, you will learn the ins and outs of S3 and how to implement solutions with S3.