2324 Software Development courses in Swansea delivered On Demand

This course covers essential topics required for working with data structures and algorithms using JavaScript. From basics of data structures and algorithms to key concepts, such as arrays, lists, Big O time-space asymptomatic analysis, trees, and maps, this course will teach you everything with the help of engaging examples and activities.

This course is your guide to deep learning in Python with Keras. You will discover the Keras Python library for deep learning and learn how to use it to develop and evaluate deep learning models.

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

This course is perfect for quality assurance professionals who want to step into automation testing with Cypress. You will learn Cypress from scratch and become a specialist in building a solid Cypress automation framework to test any real-world web application.

Are you looking to enhance your Lean Six Sigma Green Belt skills? If yes, then you have come to the right place. Our comprehensive course on Lean Six Sigma Green Belt will assist you in producing the best possible outcome by mastering the Lean Six Sigma Green Belt skills. The Lean Six Sigma Green Belt course is for those who want to be successful. In the Lean Six Sigma Green Belt course, you will learn the essential knowledge needed to become well versed in Lean Six Sigma Green Belt . Our Lean Six Sigma Green Belt course starts with the basics of Lean Six Sigma Green Belt and gradually progresses towards advanced topics. Why would you choose the Lean Six Sigma Green Belt course from Compliance Central: Lifetime access to Lean Six Sigma Green Belt course materials Full tutor support is available from Monday to Friday with the Lean Six Sigma Green Belt course Learn Lean Six Sigma Green Belt skills at your own pace from the comfort of your home Gain a complete understanding of Lean Six Sigma Green Belt course Accessible, informative Lean Six Sigma Green Belt learning modules designed by experts Get 24/7 help or advice from our email and live chat teams with the Lean Six Sigma Green Belt course Study Lean Six Sigma Green Belt in your own time through your computer, tablet or mobile device A 100% learning satisfaction guarantee with your Lean Six Sigma Green Belt course Lean Six Sigma Green Belt Each lesson of this Lean Six Sigma Green Belt course is intuitive and easy to understand. Curriculum Breakdown of the Lean Six Sigma Green Belt Course Section 01: Course Overview Section 02: Introduction Section 03: Define Section 04: Measure Section 05: Analyze Section 06: Improve Section 07: Control Section 08: Case Study Section 09: Conclusion CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Lean Six Sigma Green Belt course helps aspiring professionals who want to obtain the knowledge and familiarise themselves with the skillsets to pursue a career in Lean Six Sigma Green Belt . Requirements To enrol in this Lean Six Sigma Green Belt course, all you need is a basic understanding of the English Language and an internet connection. Career path The Lean Six Sigma Green Belt course will enhance your knowledge and improve your confidence. Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

Assuring Value through Flawless Process Execution If you are doing business, most certainly your product or service has a value proposition.Though, are you getting the most out of it given the way your processes are performing today? Are your business leaders and employees entitled to step back and challenge the status quo while identifying ways to better serve your customers and increase profits? In this session, we will explore Lean Six Sigma as an initiative that seeks to assure value thru flawless process execution while establishing a 'measurable results' business culture. Learn how to measure your results Understand how Lean Six Sigma can help you to create value

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).

Sharpen your HTML, CSS, and JavaScript by working on a large variety of projects. In this course, we'll be working through a project a day using vanilla JavaScript. Over the next 50 days, you'll have 50 small, unique, DOM-oriented projects under your belt.

If you are someone with a background in Python programming and is interested in presenting your analysis in interactive web-based dashboards, then you are in the right place. This course primarily focuses on Dash, along with other key data science libraries, including Pandas and Plotly. Learn to use Dash and Plotly in Python which can help you to visualize your critical insights and KPIs in web apps that are easily sharable.

Dive into the comprehensive world of Entity Framework Core with this detailed course, designed to equip you with the skills to efficiently use EF Core in .NET applications.