4168 Technology courses in Cardiff delivered Online

A tasty bundle of Year 7 recipe resources for KS3 Food and Nutrition created by multi-award-winning Food Teacher, Mr Mann.

Minute Taking Executive Training Course Overview This Minute Taking Executive Training course equips learners with essential skills to accurately record, organise, and present meeting minutes with professionalism and clarity. Designed to enhance effectiveness in administrative and executive roles, the course covers key concepts including meeting preparation, understanding meeting structure, capturing decisions and actions, and mastering the responsibilities of a minute taker. Learners will gain confidence in their note-taking abilities and discover how to leverage technology to streamline the process. By the end of the course, participants will be capable of producing clear, concise, and well-structured minutes that support organisational efficiency and communication. Course Description This comprehensive training delves into the full scope of minute taking, starting with foundational knowledge on the importance and types of minutes. Learners explore how to prepare thoroughly before meetings and understand different meeting formats and protocols. The course covers how to accurately document discussions, decisions, and assigned actions, while also clarifying the specific duties and ethical considerations of a minute taker. Practical guidance on effective note-taking techniques and strategies for building confidence in minute-taking situations is included. Additionally, learners will examine how digital tools and technology can aid in capturing and distributing minutes efficiently. Throughout, the course emphasises professionalism and accuracy, ensuring participants develop skills that are highly valued across various industries. Minute Taking Executive Training Curriculum Module 01: Introduction to Minute Writing Module 02: Preparation for Minute Taking Module 03: The Meeting Structure Module 04: Minute Meeting, Decision and Action Module 05: Roles and Responsibility of Minute Taker Module 06: Tips for Minute Taking Module 07: Technology in Minute Taking Module 08: Building Confidence (See full curriculum) Who Is This Course For? Individuals seeking to enhance their minute-taking skills for professional settings. Professionals aiming to advance their administrative or executive support career. Beginners with an interest in administrative functions and effective communication. Office staff looking to improve meeting documentation accuracy and efficiency. Career Path Executive Assistant Administrative Officer Office Manager Project Coordinator Corporate Secretary Meeting Coordinator

Blockchain Project Management Training Course Overview This Blockchain Project Management Training course offers a comprehensive introduction to managing projects within the rapidly evolving blockchain and Web3 environments. It equips learners with essential knowledge of project and product management principles tailored specifically for blockchain technology. Participants will gain insights into the unique challenges and opportunities presented by Web3 projects, learning how to navigate this innovative landscape efficiently. By the end of the course, learners will be able to understand key concepts, develop management strategies, and prepare effectively for careers in the blockchain sector. This training is designed to enhance career prospects by providing relevant skills aligned with current industry demands. Course Description This course delves deeply into the fundamentals of project and product management in the context of blockchain technology and Web3. Topics include understanding the roles and responsibilities of a Web3 project manager, critical considerations when overseeing blockchain initiatives, and strategies for securing employment in the blockchain sector. Learners will explore how to manage complex, decentralised projects, balancing technical requirements with business objectives. The course delivers a structured learning experience that sharpens analytical and organisational abilities, helping participants become confident and competent in blockchain project environments. Delivered in clear UK English, this course prepares learners to contribute effectively within one of the most innovative and fast-growing industries today. Blockchain Project Management Training Curriculum Module 01: Introduction Module 02: Project / Product Management in Web Module 03: Important Things to Remember about being a Web3 PM Module 04: Getting a Job in Web3 Module 05: End Notes (See full curriculum) Who Is This Course For? Individuals seeking to understand blockchain project management fundamentals. Professionals aiming to develop a career in blockchain or Web3 project management. Beginners with an interest in blockchain technology and digital innovation. Project managers transitioning into emerging technologies and decentralised systems. Career Path Blockchain Project Manager Web3 Product Manager Digital Transformation Specialist Decentralised Application (dApp) Coordinator Blockchain Consultant

Hybrid Vehicle Expert Training Course Overview The Hybrid Vehicle Expert Training course provides an in-depth understanding of hybrid electric vehicles (HEVs), focusing on their design, operation, and technology. Learners will explore various types of hybrids, key components, and the degree of hybridisation, enhancing their technical knowledge for the automotive industry. This course equips participants with essential skills to analyse regenerative systems and other innovative features that improve fuel efficiency and reduce emissions. By the end of the course, learners will be confident in identifying different HEV architectures and understanding their functional principles, preparing them for roles in vehicle maintenance, engineering, and technical consultancy within the evolving green transport sector. Course Description This course offers comprehensive coverage of hybrid vehicle technology, beginning with an introduction to hybrid electric vehicles and their classifications. It delves into the degree of hybridisation, explaining how various systems operate to optimise energy use. Detailed study of HEV components provides insight into powertrains, batteries, and control systems. The course also covers regenerative braking and energy recovery technologies that enhance vehicle efficiency. Learners will gain analytical skills required to evaluate hybrid systems and keep pace with developments in sustainable automotive design. The structured learning experience combines theory and technical knowledge, suitable for those aiming to build expertise in green vehicle technologies and contribute to environmental sustainability within the automotive sector. Hybrid Vehicle Expert Training Curriculum: Module 01: Introduction Module 02: Types of Hybrid Electric Vehicles Module 03: Degree of Hybridisation Module 04: Components of HEVs Module 05: Regenerative Systems (See full curriculum) Who is this course for? Individuals seeking to develop expertise in hybrid vehicle technology. Professionals aiming to advance their careers in the automotive or green transport sectors. Beginners with an interest in sustainable automotive technologies. Technicians and engineers preparing for roles in vehicle systems analysis and maintenance. Career Path Hybrid Vehicle Technician Automotive Engineer specialising in green technologies Vehicle Systems Analyst Technical Consultant for sustainable transport solutions Research and Development Specialist in automotive innovation

Expedite your journey with the Jq command, which is used to transform JSON data into a more readable format. Print it to the standard output on Linux with the help of this comprehensive hands-on course. This course is for anyone who works with JSON on the command line or uses Bash Shell Scripts.

Duration 5 Days 30 CPD hours This course is intended for Operators, administrators, and architects for VMware Horizon should enroll in this course. These individuals are responsible for the creation, maintenance, or delivery of remote and virtual desktop services. Additional duties can include the implementation, support, and administration of an organization's end-user computing infrastructure. Overview By the end of the course, you should be able to meet the following objectives: Recognize the features and benefits of VMware Horizon Use VMware vSphere to create VMs to be used as desktops for VMware Horizon Create and optimize Windows VMs to create VMware Horizon desktops Install and configure Horizon Agent on Horizon desktop Configure and manage the VMware Horizon Client™ systems and connect the client to a VMware Horizon desktop Configure, manage, and entitle desktop pools of full VMs Configure, manage, and entitle pools of instant-clone desktops Create and use Remote Desktop Services (RDS) desktops and application pools Monitor the VMware Horizon environment using Horizon Console Dashboard and Horizon Help Desk Tool Identify Horizon Connection Server installation, architecture, and requirements. Describe the authentication and certification options for a VMware Horizon environment Recognize the integration process and benefits of VMware Workspace ONE Access™ and Horizon 8 Discuss performance and scalability options available in Horizon 8 Describe different security options for the Horizon environment Describe the features and functions of App Volumes and Dynamic Environment Manager Demonstrate the architectures of App Volumes and Dynamic Environment Manager Install and configure App Volumes Create and deploy Application Packages and writable volumes Install and configure Dynamic Environment Manager Manage application configurations, user environment settings, and personalization settings This five-day accelerated, hands-on training course is a blend of VMware Horizon© 8: Skills for Virtual Desktop Management, VMware Horizon 8: Infrastructure Administration, and VMware App Volumes?, and VMware Dynamic Environment Manager?. Eight days of content are taught in five-days of extending learning.This training collection gives you the hands-on skills to deliver virtual desktops and applications through a single virtual desktop infrastructure platform. You build on your skills in configuring and managing VMware Horizon 8 through a combination of lecture and hands-on labs. You learn how to configure and deploy pools of virtual machines and how to provide a customized desktop environment to end-users.You learn how to install and configure a virtual desktop infrastructure platform. You learn how to install and configure VMware Horizon© Connection Server? and VMware Unified Access Gateway?. You also learn how to configure a load balancer for use with Horizon and how to establish Cloud Pod Architecture.Additionally, you learn how to use App Volumes to deliver applications and data to desktops and users in seconds and at scale. You gain skills in managing application life cycles from installation to update and replacement. You also learn how to use Dynamic Environment Manager to provide personalization and dynamic policy configuration across virtual, physical, and cloud-based environments to simplify end-user profile management. Course Introduction Introductions and course logistics Course objectives Introduction to VMware Horizon Recognize the features and benefits of Horizon Describe the conceptual and logical architecture of VMware Horizon Introduction to Use Case Define a use case for your virtual desktop and application infrastructure Convert customer requirements to use-case attributes vSphere for Horizon 8 Explain basic virtualization concepts Use vSphere Client to access your vCenter Server system and VMware ESXi? hosts Create, provision, and remove a virtual machine VMware Horizon Desktops Create a Windows and a Linux virtual machine using vSphere Optimize and prepare Windows and Linux virtual machines to set up VMware Horizon desktop VMs VMware Horizon Agents Outline the configuration choices when installing Horizon Agent on Windows and Linux virtual machines Create a gold master for Windows Horizon desktops VMware Horizon Pools Identify the steps to set up a template for desktop pool deployment List the steps to add desktops to the Horizon Connection Server inventory Compare dedicated-assignment and floating-assignment pools Outline the steps to create an automated pool Define user entitlement Explain the hierarchy of global, pool-level, and user-level policies VMware Horizon Client Options Describe the different clients and their benefits Access the VMware Horizon desktop using various VMware Horizon clients and HTML Configure integrated printing, USB redirection, and the shared folders option Configure session collaboration and media optimization for Microsoft Teams Creating and Managing Instant-Clone Desktop Pools List the advantages of instant clones Explain the provisioning technology used for instant-clone desktop pools Set up an automated pool of instant clones Push updated images to instant-clone desktop pools Creating RDS Desktop and Application Pools Explain the difference between an RDS desktop pool and an automated pool Compare and contrast an RDS session host pool, a farm, and an application pool Create an RDS desktop pool and an application pool Access RDS desktops and application from Horizon Client Use the instant clone technology to automate the build-out of RDSH farms Configure load-balancing for RDSHs on a farm Monitoring VMware Horizon Monitor the status of the VMware Horizon components using the Horizon Administrator console dashboard Monitor desktop sessions using the HelpDesk tool Horizon Connection Server Recognize VMware Horizon reference architecture Identify the Horizon Connection Server supported features Identify the recommended system requirements for Horizon Connection Server Configure the Horizon event database Outline the steps for the initial configuration of Horizon Connection Server Discuss the ADAM database as a critical component of the Horizon Connection Server installation VMware Horizon Authentication and Certificates Compare the authentication options that Horizon Connection Server supports Describe the Smartcard authentication options that Horizon Connection Server supports Outline the steps to create a VMware Horizon administrator and custom roles Describe the roles available in a VMware Horizon environment Explain the role that certificates play for Horizon Connection Server Install and configure certificates for Horizon Connection Server Install and configure True SSO in a VMware Horizon environment Workspace ONE Access and Virtual Application Management Recognize the features and benefits of Workspace ONE Access Recognize the Workspace ONE Access console features Explain identity management in Workspace ONE Access Explain access management in Workspace ONE Access Describe the Workspace ONE Access directory integration Describe the Workspace ONE Access directory integration Deploy virtual applications with Workspace services VMware Horizon Performance and Scalability Describe the purpose of a replica connection server Explain how multiple Horizon Connection Server instances in a pod maintain synchronization Describe the 3D rendering options available in VMware Horizon 8 List the steps to configure graphics cards for use in a VMware Horizon environment Configure a load balancer for use in a VMware Horizon environment Explain Horizon Cloud Pod Architecture LDAP replication and VIPA Explain Horizon Cloud Pod Architecture scalability options Managing VMware Horizon Security Explain concepts relevant to secure VMware Horizon connections Describe how to restrict VMware Horizon connections. Discuss the benefits of using Unified Access Gateway List the two-factor authentication options that are supported by Unified Access Gateway List Unified Access Gateway firewall rules Describe the situation in which you might deploy Unified Access Gateway instances with one, two, or three network interfaces Overview of Application and Profile Management Profile Management Application Management Overview of App Volumes App Volumes components App Volumes Installation Overview Requirements Installing and configuring App Volumes Manager Installing the App Volumes agent Working with Application Packages Packaging Applications Maintaining Applications Working with Writable Volumes Default writable volume templates Writable volume policies at creation Updating and rescanning writable volumes Working with AppStacks Enabling AppStacks Creating and provisioning AppStacks Assigning and updating AppStacks Overriding precedence in AppStacks Overview of Dynamic Environment Manager Features and benefits VMware Dynamic Environment Manager terminology User environment settings and scope User profile scenarios Install VMware Dynamic Environment Manager Infrastructure and system requirements VMware Dynamic Environment Manager Agent (FlexEngine) requirements Group Policy configuration Management Console configuration Management Console User Interface Personalize User Profile User environment configuration Application Configuration Management Predefined and user-customized application settings Using Application Profiler Using the Self-Support Tool Using the Helpdesk Support Tool VMware Horizon Smart Policies Scope of VMware Horizon Smart Policies Configure VMware Horizon Smart Policies settings Define Smart Policies conditions Additional course details:Notes Delivery by TDSynex, Exit Certified and New Horizons an VMware Authorised Training Centre (VATC) Nexus Humans VMware Horizon 8: Deploy and Manage plus App Volumes Fast Track training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the VMware Horizon 8: Deploy and Manage plus App Volumes Fast Track course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Learn about the jQuery library from scratch and stretch your journey from a beginner-level to advanced-level professional with a step-by-step and comprehensive course. A basic understanding of the JavaScript Document Object Model and CSS is suggested as a prerequisite to this course.

Course Overview Learn the Latest Skills | Acknowledged by CPD & QLS | Acknowledged Certificate | MCQ Based Exam & Tutor Support | Interactive Video Training  Even while there are millions of people who aspire to start a new life abroad, the vast majority of them will never realize their ambitions. Taking a TEFL (TESOL) Course is a terrific way to get started on the path to a new life of living and working abroad if you want to be one of those people who make it happen. Through this course, you will acquire the fundamental abilities required to train as an English language teacher. This involves a critical comprehension of the grammar and structure of the English language as well as a variety of classroom management abilities and language teaching methodologies. What Will You Learn? Gain the fundamental knowledge of the principles of teaching English as a foreign language Discover a wide range of approaches and methods for teaching foreign students Develop the practical skills to deliver engaging, informative and inclusive lessons Explore the role and responsibilities of a TESOL teacher & understand the challenges teacher and students may face Receive an internationally acknowledged teacher education lesson on successful course completion Learn effective methods for teaching the four language skills: reading, writing, speaking and listening Understand the basics of classroom management to create dynamic lesson plans Get expert career guidance and understand your job opportunities & requirements for teaching roles What classes are included in this package? Earn a digital certificate upon successful completion There are no set schedules, so you can work at your own pace. Our email and live chat specialists are available to assist you 24 hours a day, 7 days a week. On weekdays, you'll have access to a full-time tutor. Learn in a user-friendly, cutting-edge online learning environment. High-quality e-learning study materials Benefit from instant feedback through mock exams and multiple-choice assessments Who Should Take This Course? You will learn everything that is needed regarding Teaching English as a Foreign Language. This is an excellent opportunity for anyone from any academic background to learn more and advance their learning, launch a new career or reinvigorate an existing one. Career Path Training offered by the TEFL (TESOL) Course could potentially benefit a range of roles, but would particularly enhance careers in: Teacher Consultancy Life Coach Career Counsellor Other Administrative Roles Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Mock exams Multiple-choice assessments Assignment Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £99. Please note that overseas students may be charged an additional £10 for postage. Endorsement This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Method of Assessment On successful completion of the TEFL (TESOL) Course, you will be required to sit an online multiple-choice assessment. You will need to score 60% or above to pass the course. After successfully passing the exam, you will be able to apply for a Quality Licence Scheme endorsed certificate of achievement. The assessment will be evaluated automatically and the results will be given to you immediately. Course Content Module 01: Introduction to English Language Teaching & Learning Module 02: Linguistics Module 03: English Pronunciation Module 04: Teaching Grammar and Vocabulary Module 05: Language Teaching Methodologies Module 06: Teaching Receptive Skills: Reading Module 07: Teaching Productive Skills: Writing Module 08: Teaching Receptive Skills: Listening Module 09: Teaching Productive Skills: Speaking Module 10: Lesson Planning and Creating Materials Module 11: Use of Games and Activities Module 12: Technology in Second Language Teaching & Learning Module 13: Classroom Management and Student Motivation Module 14: Teaching English: Situational Approach Module 15: Professional Development and Employment

Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Course 1: Basics Of Solar Energy System Introduction To PV System Construction 00:23:00 Solar Heating, Solar Irradiation And Panels 00:37:00 Effect of Insolation and Temperature on V-I Curve 00:04:00 PV Installation, Short Circuit And Open Circuit Tests Using Avometer 00:15:00 Solar Wires And Cables Installation Process 00:22:00 Mounting Of PV System 00:04:00 Shading and Tilt angle 00:15:00 Half Cell Technology In PV System 00:25:00 Importance of Charge Controller 00:03:00 PWM And MPPT Charge Controllers 00:14:00 Understanding More About MPPT Charge Controller 00:24:00 Junction Box 00:03:00 Wiring of Junction Box 00:05:00 Function, Types And Data Sheet Of Inverter 00:55:00 Determining PV Array Max Voltage 00:09:00 Course 2: Batteries In PV System Construction and Types of Batteries Used 00:08:00 Charging of Lead Acid Batteries and Hydrometer 00:06:00 Mainitance of Batteries and Methods of Charging 00:03:00 Cycle of Batteries 00:03:00 Course 3: Components and Design of Off Grid System Off-Grid Solar System 00:02:00 Advantages of Off-Grid Solar System 00:01:00 Equipment of Off Grid Solar System 00:04:00 Inverter Selection in PV System 00:02:00 Example 1 On Designing an Off Grid System 00:01:00 Determine Power Consumption Demands 00:04:00 Sizing of The PV Modules and Inverter Sizing 00:05:00 Battery Sizing 00:08:00 Solar Charge Controller Sizing 00:04:00 MPPT Charge Controller Sizing 00:10:00 Example 2 Design of an Off Grid System 00:19:00 Course 4: Components and Design of On Grid System Gried-Tied Solar System 00:02:00 Advantages of Grid-Tied Solar System 00:03:00 Equipment of Grid-Tied Solar System 00:03:00 Example Design of an ON Grid System 00:10:00 PV Energy According to Area 00:02:00 Course 5: Design of PV System Using PVSyst Program Design of Grid Connected System Using PVSyst Program 00:12:00 Design of an Off Grid Solar Energy System Using PVSyst Program 00:28:00 Design Mega PV System Using PVSyst Program 00:29:00 Course 6: Solar Water Pumping System Introduction To Water Pumping System And Steps Of Design 00:24:00 Solved Example On Solar Pumping System Design 00:22:00 Course 7: Protection Of Solar Energy System Introduction to Protection of PV System 00:06:00 Selection of Fuses and Protection of String 00:13:00 Protection of Arrays 00:06:00 Protection of Inverter 00:07:00 Protection of Transformer 00:06:00 Surge Protection Device 00:02:00 Grounding of PV System 00:06:00 Types of BusBars in PV System and Selection of BusBars 00:12:00 Course 7: Design of PV System Using Excel Sheet Design Of Off Grid PV System Using Excel Sheet 00:26:00 Course 8: Basics of Autocad and Single Line Diagram of PV System Introduction To Autocad 00:02:00 How to Get Free Licence from Autocad. 00:04:00 Starting Autocad and Changing Background 00:02:00 Drawing a Line in Autocad 00:04:00 Drawing a Rectangle in Autocad 00:04:00 Drawing a Circle in Autocad 00:01:00 Drawing a Polygon in Autocad 00:03:00 Drawing an Arc in Autocad 00:01:00 Drawing a PolyLine in Autocad 00:03:00 Multiple Lines Using the Offset Feature 00:03:00 Adding Text to Autocad 00:03:00 Extending Lines in Autocad 00:01:00 Selection in Autocad 00:04:00 F-shortcuts in Autocad 00:01:00 Dimensions in Autocad 00:04:00 Multi Spiral Line and MLD in Autocad 00:02:00 Block and Explode Commands In Autocad 00:02:00 Move and Scale Commands in Autocad 00:01:00 Rotate, Mirror and Fillet Commands in Autocad 00:02:00 Area Calculation and Adding Layer in Autocad 00:03:00 Saving your File and Autosave Feature 00:07:00 Drawing Fluorescent Symbol Using Autocad 00:06:00 Autocad Classic Mode and Workspace 00:03:00 Single Line Diagram Of PV System And Selection Of Fuses And Breakers 00:45:00 Course 9: Design Of Grounding System Effect Of Current On Human Body 00:09:00 Types Of Electric Hazards 00:08:00 Classification of Earthing Systems 00:23:00 Components Of Earthing System 00:09:00 Design and Resistance of Earthing Electrode 00:12:00 Design and Resistance of Earthing Conductor 00:13:00 Measurement of Earth Resistance by Megger and Three Point Method 00:03:00 Design Earthing or Ground Grid Using ETAP 00:21:00 Course 10: MATLAB and ETAP PV Simulation Simulation Of PV Cell In MATLAB And Obtaining V-I Characteristics 00:28:00 Get a Complete Grid-Connected PV System For Free 00:25:00 Simulation of PV System in ETAP 00:24:00 Obtain Your Certificate Order Your Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

Embark on a captivating journey into the world of artificial intelligence with our course, 'Machine Learning Basics.' This voyage begins with an immersive introduction, setting the stage for an exploration into the intricate and fascinating realm of machine learning. Envision yourself unlocking the mysteries of algorithms and data patterns, essential skills in today's technology-driven landscape. The course offers a comprehensive foray into the core principles of machine learning, starting from the very basics and gradually building to more complex concepts, making it an ideal path for beginners and enthusiasts alike. As you delve deeper, each section unravels a vital component of machine learning. Grasp the essentials of regression analysis, understand the role of predictors, and navigate through the functionalities of Minitab, a key tool in data analysis. Journey through the structured world of regression trees and binary logistic regression, and master the art of classification trees. The course also emphasizes the importance of data cleaning and constructing robust data models, culminating in the achievement of learning success. This course is not just an educational experience; it's a gateway to the future of data science and AI. Learning Outcomes Comprehend the basic principles and applications of machine learning. Develop proficiency in regression analysis and predictor identification. Gain practical skills in Minitab for data analysis. Understand and apply regression and classification trees. Acquire expertise in data cleaning and model creation. Why choose this Machine Learning Basics course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Machine Learning Basics course for? Novices eager to delve into machine learning. Data enthusiasts looking to enhance their analytical skills. Professionals in IT and related fields expanding their expertise. Academics and students in computer science and data studies. Career changers interested in the field of data science and AI. Career path Data Analyst - £30,000 to £55,000 Machine Learning Engineer - £40,000 to £80,000 AI Developer - £35,000 to £75,000 Business Intelligence Analyst - £32,000 to £60,000 Research Scientist (Machine Learning) - £45,000 to £85,000 Software Engineer (AI Specialization) - £38,000 to £70,000 Prerequisites This Machine Learning Basics does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Machine Learning Basics was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Section 01: Introduction Introduction to Supervised Machine Learning 00:06:00 Section 02: Regression Introduction to Regression 00:13:00 Evaluating Regression Models 00:11:00 Conditions for Using Regression Models in ML versus in Classical Statistics 00:21:00 Statistically Significant Predictors 00:09:00 Regression Models Including Categorical Predictors. Additive Effects 00:20:00 Regression Models Including Categorical Predictors. Interaction Effects 00:18:00 Section 03: Predictors Multicollinearity among Predictors and its Consequences 00:21:00 Prediction for New Observation. Confidence Interval and Prediction Interval 00:06:00 Model Building. What if the Regression Equation Contains 'Wrong' Predictors? 00:13:00 Section 04: Minitab Stepwise Regression and its Use for Finding the Optimal Model in Minitab 00:13:00 Regression with Minitab. Example. Auto-mpg: Part 1 00:17:00 Regression with Minitab. Example. Auto-mpg: Part 2 00:18:00 Section 05: Regression Trees The Basic idea of Regression Trees 00:18:00 Regression Trees with Minitab. Example. Bike Sharing: Part1 00:15:00 Regression Trees with Minitab. Example. Bike Sharing: Part 2 00:10:00 Section 06: Binary Logistics Regression Introduction to Binary Logistics Regression 00:23:00 Evaluating Binary Classification Models. Goodness of Fit Metrics. ROC Curve. AUC 00:20:00 Binary Logistic Regression with Minitab. Example. Heart Failure: Part 1 00:16:00 Binary Logistic Regression with Minitab. Example. Heart Failure: Part 2 00:18:00 Section 07: Classification Trees Introduction to Classification Trees 00:12:00 Node Splitting Methods 1. Splitting by Misclassification Rate 00:20:00 Node Splitting Methods 2. Splitting by Gini Impurity or Entropy 00:11:00 Predicted Class for a Node 00:06:00 The Goodness of the Model - 1. Model Misclassification Cost 00:11:00 The Goodness of the Model - 2 ROC. Gain. Lit Binary Classification 00:15:00 The Goodness of the Model - 3. ROC. Gain. Lit. Multinomial Classification 00:08:00 Predefined Prior Probabilities and Input Misclassification Costs 00:11:00 Building the Tree 00:08:00 Classification Trees with Minitab. Example. Maintenance of Machines: Part 1 00:17:00 Classification Trees with Miitab. Example. Maintenance of Machines: Part 2 00:10:00 Section 08: Data Cleaning Data Cleaning: Part 1 00:16:00 Data Cleaning: Part 2 00:17:00 Creating New Features 00:12:00 Section 09: Data Models Polynomial Regression Models for Quantitative Predictor Variables 00:20:00 Interactions Regression Models for Quantitative Predictor Variables 00:15:00 Qualitative and Quantitative Predictors: Interaction Models 00:28:00 Final Models for Duration and TotalCharge: Without Validation 00:18:00 Underfitting or Overfitting: The 'Just Right Model' 00:18:00 The 'Just Right' Model for Duration 00:16:00 The 'Just Right' Model for Duration: A More Detailed Error Analysis 00:12:00 The 'Just Right' Model for TotalCharge 00:14:00 The 'Just Right' Model for ToralCharge: A More Detailed Error Analysis 00:06:00 Section 10: Learning Success Regression Trees for Duration and TotalCharge 00:18:00 Predicting Learning Success: The Problem Statement 00:07:00 Predicting Learning Success: Binary Logistic Regression Models 00:17:00 Predicting Learning Success: Classification Tree Models 00:09:00