2260 Software Development courses in Maesteg delivered On Demand

This comprehensive, hands-on course empowers beginners with essential web development skills. From HTML, CSS, and JavaScript to GitHub and Bootstrap, master the tools of the trade. Learn to build, style, and deploy websites effortlessly. No prior knowledge of programming or web development is needed.

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 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.

In an era marked by hyper-competition and constant flux, mastering the art of Lean Six Sigma offers a compelling edge. With this course, you'll delve into the theoretical intricacies of streamlined operational processes, redefining productivity and quality in your professional landscape. Learn the science of reducing waste and increasing efficiency, making you an indispensable asset in the 21st-century workforce. With a staggering 82% of Fortune 100 companies using Lean Six Sigma, the value of this methodology has never been more apparent. This course invites you to join this elite cadre of efficient problem-solvers, offering an in-depth study of Lean Six Sigma in the theoretical realm. Uncover how to reduce waste, enhance productivity, and elevate quality standards. This course offers a comprehensive bundle, specially designed for your convenience, allowing you to immerse in the theoretical realm of Lean Six Sigma from the comfort of your home. It carefully curates a journey from the foundational knowledge of the White Belt, up to the advanced expertise of the Green Belt. Complemented by a study of operations management and a detailed Six Sigma toolkit, this course paves the way for operational efficiency and quality improvement in any professional setting. So, whether you are looking to scale the corporate ladder, or seeking to launch a start-up with streamlined operations, this course opens the gateway to honing your Lean Six Sigma skills at your own pace and in your own space. The five CPD Accredited courses are: Course 01: Diploma in Lean Process and Six Sigma Course 02: Complete Lean Six Sigma Green Belt Course for Service Industry Course 03: Lean Six Sigma White Belt course Course 04: Operations Management: Process Mapping & Supply Chain Course 05: Process Improvement Course 06: Process Improvement: How to Reduce Waste Course 07: Lean Six Sigma: Toolkit Course 08: Project Management: How to Build a Project Charter Learning Outcomes Understand the principles and methodologies underpinning Lean Six Sigma. Gain insights into the process mapping and supply chain within operations management. Absorb foundational knowledge with the Lean Six Sigma White Belt course. Progress to advanced mastery with the Complete Lean Six Sigma Green Belt course. Familiarise with the Lean Process, and elevate your understanding of Six Sigma. Equip yourself with a comprehensive Lean Six Sigma toolkit, boosting your problem-solving skills. Diploma in Lean Process and Six Sigma: Foundational course covering Lean Process and Six Sigma methodologies. Participants learn to identify and eliminate process inefficiencies, reduce defects, and enhance organisational performance. Lean Six Sigma Green Belt for Service Industry: Tailored for the service sector, focusing on applying Lean Six Sigma to improve service processes. Emphasis on customer satisfaction and operational excellence. Lean Six Sigma White Belt: Introductory course providing a basic understanding of Lean Six Sigma concepts for beginners. Operations Management: Process Mapping & Supply Chain: Explores process mapping and supply chain optimisation in operations management. Participants learn to visualise processes and improve supply chain efficiency. Process Improvement: Covers core principles and strategies for process improvement, including identifying areas for enhancement and measuring impacts. Process Improvement - How to Reduce Waste: Focuses on Lean Six Sigma principles to identify and eliminate waste in processes, contributing to cost savings and improved efficiency. Lean Six Sigma: Toolkit: Equips participants with a toolkit of essential Lean Six Sigma methodologies and tools for practical implementation. Project Management: Building a Project Charter: Guides participants in building a project charter within the Lean Six Sigma framework, ensuring effective initiation and leadership of projects. Embark on your Lean Six Sigma journey, and stay ahead in your professional journey! CPD 50 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Lean Six Sigma course is suitable for: Aspiring professionals keen to explore operational excellence through Lean Six Sigma. Existing operational managers seeking to enhance their knowledge of Lean Six Sigma. Individuals aiming to embark on a quality control career pathway. Entrepreneurs aiming for streamlined operations in their start-ups. Requirements Without any formal requirements, you can delightfully enrol in this Lean Six Sigma course. Career path This Lean Six Sigma course will help you to pursue different career paths: Lean Six Sigma Consultant - £45K to 65K/year. Operations Manager - £30K to 50K/year. Process Improvement Manager - £35K to 55K/year. Quality Assurance Analyst - £25K to 45K/year. Supply Chain Analyst - £28K to 50K/year. Lean Six Sigma Trainer - £40K to 70K/year. Certificates Certificate Of Completion Digital certificate - Included Certificate Of Completion Hard copy certificate - Included You will get a complimentary Hard Copy Certificate.

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.

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.

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.