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Designed for professional singing teachers, coaches & choir leaders.Every Vocal Process voice training resource this century, for less than the price of one singing lesson Working with the singer in the room Teachers have different technical approaches, but how do you put that into practice with the individual singer in the room? We give you a framework for understanding and diagnosis of each student. Done-for-you Lesson Plans, diagnosis & vocal troubleshooting Webinars, SOVT 2 (ADVANCED) making it practical for individual singers, understanding what is meant by a voice problem and what you can do to help The multi-genre teacher - teaching different music styles Most of us now work in multiple genres even if we've only been trained in one. How do we best serve our students? Which techniques can we use and how do we analyse different performance styles and sounds? Learn about musical style envelopes and performance energy in Mastering Musical Theatre. Discover new tools for changing style, shaping resonances & finding comfort zones in Best Practice Update. You've got this! Techniques for CCM singers, belters and recording artists Want to know what any recording artist is doing? We're experts at analysing and teaching CCM sounds, whether you want to find them in your own way or sing in a cover band. Both of us have coached live in studio recordings and worked online with touring artists. We've included our sellout Belting Explained resource, based on teaching successful belting courses to non-belters for 20 years Only available in the Learning Lounge 250+ videos divided into eighteen targeted resources. Professional development training on chest voice, head voice, troubleshooting range and breathing, finding your own voice, auditions and competitions and so much more. Get a free personalised CPD Certificate for each Webinar More than 600 online videos & resources The Learning Lounge Level 2 Deep Dive contains our training resources from the last 22 years. All of our professional development Webinars, all of our voice training DVDs, all of our vocal endoscopy videos, all of our lesson plans, and even the long-deleted Singing and the Actor Audio Guide! Scroll down to see the Learning Lounge Curriculum and to preview some of the resources Only available in the Learning Lounge See/hear/experience what we do, with 60+ videos taken from our four bestselling voice training DVDs. We're including endoscopy footage of the techniques, the step-by-step processes we use with our clients, and bonus group coaching and breakout sessions With updated notes for 2023

Duration 3 Days 18 CPD hours This course is intended for This course is geared for attendees with solid Python skills who wish to learn and use basic machine learning algorithms and concepts Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Topics Covered: This is a high-level list of topics covered in this course. Please see the detailed Agenda below Getting Started & Optional Python Quick Refresher Statistics and Probability Refresher and Python Practice Probability Density Function; Probability Mass Function; Naive Bayes Predictive Models Machine Learning with Python Recommender Systems KNN and PCA Reinforcement Learning Dealing with Real-World Data Experimental Design / ML in the Real World Time Permitting: Deep Learning and Neural Networks Machine Learning Essentials with Python is a foundation-level, three-day hands-on course that teaches students core skills and concepts in modern machine learning practices. This course is geared for attendees experienced with Python, but new to machine learning, who need introductory level coverage of these topics, rather than a deep dive of the math and statistics behind Machine Learning. Students will learn basic algorithms from scratch. For each machine learning concept, students will first learn about and discuss the foundations, its applicability and limitations, and then explore the implementation and use, reviewing and working with specific use casesWorking in a hands-on learning environment, led by our Machine Learning expert instructor, students will learn about and explore:Popular machine learning algorithms, their applicability and limitationsPractical application of these methods in a machine learning environmentPractical use cases and limitations of algorithms Getting Started Installation: Getting Started and Overview LINUX jump start: Installing and Using Anaconda & Course Materials (or reference the default container) Python Refresher Introducing the Pandas, NumPy and Scikit-Learn Library Statistics and Probability Refresher and Python Practice Types of Data Mean, Median, Mode Using mean, median, and mode in Python Variation and Standard Deviation Probability Density Function; Probability Mass Function; Naive Bayes Common Data Distributions Percentiles and Moments A Crash Course in matplotlib Advanced Visualization with Seaborn Covariance and Correlation Conditional Probability Naive Bayes: Concepts Bayes? Theorem Naive Bayes Spam Classifier with Naive Bayes Predictive Models Linear Regression Polynomial Regression Multiple Regression, and Predicting Car Prices Logistic Regression Logistic Regression Machine Learning with Python Supervised vs. Unsupervised Learning, and Train/Test Using Train/Test to Prevent Overfitting Understanding a Confusion Matrix Measuring Classifiers (Precision, Recall, F1, AUC, ROC) K-Means Clustering K-Means: Clustering People Based on Age and Income Measuring Entropy LINUX: Installing GraphViz Decision Trees: Concepts Decision Trees: Predicting Hiring Decisions Ensemble Learning Support Vector Machines (SVM) Overview Using SVM to Cluster People using scikit-learn Recommender Systems User-Based Collaborative Filtering Item-Based Collaborative Filtering Finding Similar Movie Better Accuracy for Similar Movies Recommending movies to People Improving your recommendations KNN and PCA K-Nearest-Neighbors: Concepts Using KNN to Predict a Rating for a Movie Dimensionality Reduction; Principal Component Analysis (PCA) PCA with the Iris Data Set Reinforcement Learning Reinforcement Learning with Q-Learning and Gym Dealing with Real-World Data Bias / Variance Tradeoff K-Fold Cross-Validation Data Cleaning and Normalization Cleaning Web Log Data Normalizing Numerical Data Detecting Outliers Feature Engineering and the Curse of Dimensionality Imputation Techniques for Missing Data Handling Unbalanced Data: Oversampling, Undersampling, and SMOTE Binning, Transforming, Encoding, Scaling, and Shuffling Experimental Design / ML in the Real World Deploying Models to Real-Time Systems A/B Testing Concepts T-Tests and P-Values Hands-on With T-Tests Determining How Long to Run an Experiment A/B Test Gotchas Capstone Project Group Project & Presentation or Review Deep Learning and Neural Networks Deep Learning Prerequisites The History of Artificial Neural Networks Deep Learning in the TensorFlow Playground Deep Learning Details Introducing TensorFlow Using TensorFlow Introducing Keras Using Keras to Predict Political Affiliations Convolutional Neural Networks (CNN?s) Using CNN?s for Handwriting Recognition Recurrent Neural Networks (RNN?s) Using an RNN for Sentiment Analysis Transfer Learning Tuning Neural Networks: Learning Rate and Batch Size Hyperparameters Deep Learning Regularization with Dropout and Early Stopping The Ethics of Deep Learning Learning More about Deep Learning Additional course details: Nexus Humans Machine Learning Essentials with Python (TTML5506-P) 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 Machine Learning Essentials with Python (TTML5506-P) 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.

This one-day Suicide First Aid training course gives learners the knowledge and tools to understand that suicide is one of the most preventable deaths and some basic skills can help someone with thoughts of suicide stay safe from their thoughts and stay alive.

CRRUK equips professionals with the concepts, skills and tools to build conscious, intentional relationships, and to coach relationship systems of any size.

Duration 2 Days 12 CPD hours This course is intended for The target audience for the DevOps Leader course are professionals including: Anyone starting or leading a DevOps cultural transformation program, Anyone interested in modern IT leadership and organizational change approaches, Business Managers, Business Stakeholders, Change Agents, Consultants, DevOps Consultants, DevOps Engineers, IT Directors, IT Managers, IT Team, Leaders, Lean Coaches, Practitioners, Product Owners, Scrum Masters, System Integrators, Tool Providers Overview The learning objectives for DOL include a practical understanding of: - DevOps and time to market - The business and IT perspectives - Key differences between DevOps IT and traditional IT - Planning and organizing - Understanding performance and culture - Measurement differences - Designing a DevOps organization - Focusing on what matters - Ideas for organizing workflows - Sharing information - Defining meaningful metrics - Value stream mapping - The Spotify Squad model - Managing culture change - Popular tools and key practices - Putting it all together The DevOps Leader course is a unique and practical experience for participants who want to take a transformational leadership approach and make an impact within their organization by implementing DevOps. Leading people through a cultural transformation requires new skills, innovative thinking, and transformational leadership. Leaders up, down and across the IT organization must align and collaborate to break down silos and evolve the organization. The course highlights the human dynamics of cultural change and equips participants with practices, methods, and tools to engage people across the DevOps spectrum through the use of real-life scenarios and case studies. Upon completion of the course, participants will have tangible takeaways to leverage when back in the office such as understanding Value Stream Mapping. Prerequisites DevOps Foundation 1 - DevOps and Time What Is DevOps? Why Do DevOps Companies Doing DevOps The Magic Equation 2 - Key Differences Between DevOps IT and Traditional IT What Sets DevOps IT apart from Traditional IT How DevOps IT is Organized Differently How to Perform to a Different Standard How to Use Different Measurements 3 - Becoming a DevOps organization Transformational Leadership Redesigning An Organization for DevOps Design Principles Focus Work Information Metrics 4 - Value Stream Mapping What is Value Stream Mapping? Why Do We Need to Use this Framework? Types of Maps How to Create a Value Stream Map? Types of Data to Collect How to Handle Exceptions 5 - Value Stream Mapping Exercise 6 - Squad Organizational Model Conway's Law The Problem with Silos Spotify?s Squad Organization Model (Structure, Roles) Squads Tribes Chapters Guilds How to Reorganize in Order to Move to this Model 7 - Managing Culture Change What is Culture and How Does it Impact Performance? Types of IT Culture Cultural Traits of a DevOps Organization How to Manage Change 8 - Culture and its Impact on Performance Types of IT Culture What is a DevOps Culture How To Manage Change The Three Phases Of Change Types of Changes That Need to be Implemented 9 - Popular DevOps Tools and Practices DevOps Tools Periodic Table Top DevOps Tool Categories Common and Popular Practices 10 - Building a Business Case 11 - Bringing it all Together 12 - Additional Sources of Information 13 - Exam Preparations Exam Requirements, Question Weighting, and Terminology List Sample Exam Review Additional course details: Nexus Humans DevOps Leader (DevOps Institute) 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 DevOps Leader (DevOps Institute) 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.

In this competitive job market, you need to have some specific skills and knowledge to start your career and establish your position. This Machine Learning Project - Auto Image Captioning for Social Media will help you understand the current demands, trends and skills in the sector. The course will provide you with the essential skills you need to boost your career growth in no time. The Machine Learning Project - Auto Image Captioning for Social Media will give you clear insight and understanding about your roles and responsibilities, job perspective and future opportunities in this field. You will be familiarised with various actionable techniques, career mindset, regulations and how to work efficiently. This course is designed to provide an introduction to Machine Learning Project - Auto Image Captioning for Social Media and offers an excellent way to gain the vital skills and confidence to work toward a successful career. It also provides access to proven educational knowledge about the subject and will support those wanting to attain personal goals in this area. Learning Objectives Learn the fundamental skills you require to be an expert Explore different techniques used by professionals Find out the relevant job skills & knowledge to excel in this profession Get a clear understanding of the job market and current demand Update your skills and fill any knowledge gap to compete in the relevant industry CPD accreditation for proof of acquired skills and knowledge Who is this Course for? Whether you are a beginner or an existing practitioner, our CPD accredited Machine Learning Project - Auto Image Captioning for Social Media is perfect for you to gain extensive knowledge about different aspects of the relevant industry to hone your skill further. It is also great for working professionals who have acquired practical experience but require theoretical knowledge with a credential to support their skill, as we offer CPD accredited certification to boost up your resume and promotion prospects. Entry Requirement Anyone interested in learning more about this subject should take this Machine Learning Project - Auto Image Captioning for Social Media. This course will help you grasp the basic concepts as well as develop a thorough understanding of the subject. The course is open to students from any academic background, as there is no prerequisites to enrol on this course. The course materials are accessible from an internet enabled device at anytime of the day. CPD Certificate from Course Gate At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £9 and the hard copy for £15. Also, you can order both PDF and hardcopy certificates for £22. Career path The Machine Learning Project - Auto Image Captioning for Social Media will help you to enhance your knowledge and skill in this sector. After accomplishing this course, you will enrich and improve yourself and brighten up your career in the relevant job market. Course Curriculum Section 01: Introduction Introduction to Course 00:05:00 Section 02: Building the Auto Image Captioning Import the Libraries 00:09:00 Accessing the Caption Dataset for Training 00:05:00 Accessing the Image DataSet for Training 00:02:00 Preprocessing the Text Data 00:11:00 Pre-Process and Load Captions Data 00:11:00 Loading the Captions for Training and Test Data 00:04:00 Preprocessing of Image Data 00:11:00 Loading Features for Train and Test Dataset 00:09:00 Text Tokenization and Sequence Text 00:11:00 Data Generators 00:11:00 Define the Model 00:03:00 Evaluation of Model 00:09:00 Test the Model 00:08:00 Section 03: Deployment of Machine Learning App Create Streamlit App 00:10:00 Streamlit Prediction 00:06:00 Test Streamlit App 00:03:00 Deploy Streamlit on AWS EC2 Instance 00:09:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

Duration 2 Days 12 CPD hours This course is intended for Team leaders, managers, executives and other business professionals who lead others will benefit from this course. Overview Learn to lead in a world of diversity Engage and empower our multi-generational workforce Leverage culture as the new strategic differentiator Develop your path to leadership success In this course, students will learn how to capitalize on the strengths of your diverse team while directing and guiding them to even greater achievements. Private classes on this topic are available. We can address your organization?s issues, time constraints, and save you money, too. Contact us to find out how. 1. A Complex World of Diversity Working in Fluid Dynamic Environments Understanding the New Transient Workforce Addressing the Need for a New Type of Leadership Leading with Authenticity Developing Required Skills and Competencies Decentralizing Power 2. Making Difference Your Strategic Advantage Engaging in the 21st Century Measuring Engagement and Taking Advantage of High Engagement Overcoming Challenges to Employee Engagement Embracing Difference and Bridging Boundaries Developing Cultural Intelligence and Responding Effectively to Cultural Differences Applying SCARF to Direct Behavior 3. Leveraging Change as the New Normal Understanding and Applying Emotional Intelligence Motivating Others Key Areas of Interest - Behavioral and Cognitive, Psychodynamic and Humanistic, and Personality Types Developing Your Leadership Psychological Toolkit Identifying Drivers - Desires and Expectations The Impact of an Environment of Trust Meeting the Needs of the Social Brain Promoting Involvement 4. Creating Leaders for the Future Facing the Challenges of a Modern Leader Avoiding Cultural Pitfalls Creating a Common Culture for All Leading Fluid Teams Seeking Diverse Perspectives Soliciting Feedback Utilizing Various Leadership Styles - Storytelling, Adaptive, and Connective Building a Sustainable Vision, Developing a Path, and Creating a Passion for Excellence Additional course details: Nexus Humans Navigating The Modern Workforce - Diversity, Culture, Generations 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 Navigating The Modern Workforce - Diversity, Culture, Generations 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.

Thinking about learning more about Artificial Intelligence? The BCS Foundation Certificate in Artificial Intelligence is the advanced version of our Essentials Course Artificial Intelligence and includes more detail and insights about algebraic equations, vector calculus and schematics used in artificial intelligence and machine learning for you to learn how this new technology works.

Picture this: A vast cloud realm, brimming with data, all ready to weave tales of insight and wisdom. Welcome aboard our 'Microsoft Azure Machine Learning' odyssey! This isn't just a course; it's a canvas where technology meets art. Unravel the mysteries of Azure Machine Learning Studio, dance with data modules, and play with predictions about incomes and the price tags of fancy cars. Ready for a whirlwind romance with data? Learning Outcomes Become best pals with Microsoft Azure Machine Learning Studio - it's cooler than it sounds! Play detective with a variety of puzzling machine learning modules. Predict tomorrow! Well, not literally, but we'll dabble in forecasting incomes and car prices. Revel in the drama of data as we churn stories from raw numbers. Flip through the fascinating pages of notebooks in Azure, a bibliophile's techy delight. Why choose this Microsoft Azure Machine Learning course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Microsoft Azure Machine Learning 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. Who is this Microsoft Azure Machine Learning course for? Tech aficionados itching to ride the cloud wave. Curious data wizards eager to add Azure spells to their grimoire. Project champs on a quest for the perfect cloud platform. Code artists seeking to stitch machine learning into their digital tapestry. Future stars of tech, dreaming big and aiming higher. Career path Azure Machine Learning Maestro - £45,000 - £65,000 Data Alchemist - £50,000 - £72,000 Cloud Castle Architect - £70,000 - £92,000 Machine Learning Magician - £55,000 - £78,000 Storyteller of Stats - £60,000 - £85,000 Azure Artisan - £40,000 - £60,000 Prerequisites This Microsoft Azure Machine Learning does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Microsoft Azure Machine Learning 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 Azure Machine Learning Module 01: Introduction to Microsoft Azure Machine Learning Studio and Administration 00:22:00 Module 02: Various Modules in Machine Learning 00:13:00 Module 03: Prediction of Income (Automated Tutorial) 00:33:00 Module 04: Prediction of Automobile Price using Linear Regression Algorithm 00:59:00 Module 05: Dataset Processing and Analysis (Sample-1) 00:57:00 Module 06: Cross Validation for Regression (Sample-2) 00:28:00 Module 07: Clustering Group Iris data (Sample-3) 00:17:00 Module 08: Introduction on Notebook in Microsoft Azure Machine Learning Studio 00:18:00 Assignment Assignment - Microsoft Azure Machine Learning 00:00:00

Overview Navigating the educational world is challenging for many, but imagine the heightened challenge when grappling with a learning disability. This course, 'Working with Individuals with Learning Disabilities and SEN Teaching', delves deep into understanding and assisting these unique minds. You might ponder questions like, 'Is autism a learning disability?' or 'Is dyslexia a learning disability?'. This course answers those and more, presenting intricate details of various conditions such as dyslexia and ADHD. By enrolling, you'll discover the essence of SEN teaching and the pivotal role of the SEN teaching assistant in nurturing those who perceive the world differently. The curriculum unfolds systematically, beginning with the foundational aspects of a Learning Support Assistant's workplace and gradually transitioning to the methodologies that have proven effective in teaching. Participants will gain insight into the myriad skills a Learning Support Assistant needs, underscored by a clear understanding of their roles and responsibilities. Modules on SEN Teaching and supporting pupils with special needs offer a holistic approach to this specialized domain. Moreover, the importance of safeguarding children and young people is paramount, and this course ensures you're equipped with the best practices. Understanding what is a learning disability is just the tip of the iceberg. This comprehensive course is tailored to provide insightful knowledge of special needs, ensuring you emerge as a beacon of support and guidance in the lives of those with learning disabilities. Learning Outcomes Comprehend the diverse landscape of learning disabilities, differentiating between autism, dyslexia, and ADHD. Understand and implement effective teaching methodologies tailored for pupils with special needs. Develop proficiency in the skills essential for a Learning Support Assistant. Master the roles and responsibilities of a Learning Support Assistant in both typical and SEN teaching scenarios. Ensure the welfare of children and young people by learning the best practices in safeguarding. Why buy this Working with Individuals with Learning Disabilities and SEN Teaching? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Working with Individuals with Learning Disabilities and SEN Teaching you will be able to take the MCQ test that will assess your knowledge. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? Individuals aspiring to become a Learning Support Assistant. Teachers aiming to diversify their expertise to accommodate pupils with learning disabilities. Parents or guardians of children with special needs seeking to support their learning journey better. Individuals looking to differentiate between various learning disabilities. Professionals in the education sector aiming to update their knowledge on SEN teaching. Prerequisites This Working with Individuals with Learning Disabilities and SEN Teaching 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. Career path Learning Support Assistant: £18,000 - £23,000 per annum SEN Teaching Assistant: £19,000 - £25,000 per annum Special Needs Teacher: £25,000 - £40,000 per annum Educational Psychologist: £35,000 - £50,000 per annum SEN Coordinator: £25,000 - £45,000 per annum Child Safeguarding Officer: £27,000 - £33,000 per annum.   Course Curriculum Module 01: Learning Support Assistant: Workplace & Work Module 01: Learning Support Assistant: Workplace & Works 00:30:00 Module 02: Teaching Methodologies Module 02: Teaching Methodologies 00:30:00 Module 03: Skills of a Learning Support Assistant Module 03: Skills of A Learning Support Assistant 00:20:00 Module 04: The Role and Responsibilities of the Learning Support Assistant Module 04: The Role and Responsibilities of the Learning Support Assistant 00:20:00 Module 05: SEN Teaching Module 05: SEN Teaching 01:00:00 Module 06: How to Support Pupils with Special Needs Part 1 Module 06: Supporting Pupils with Special Needs (Part 01) 00:30:00 Module 07: How to Support Pupils with Special Needs Part 2 Module 07: How to Support Pupils with Special Needs Part-2 00:50:00 Module 08: Safeguarding Children & Young People Module 08 Safeguarding Children and Young People 00:20:00 Mock Exam Mock Exam - Working with Individuals with Learning Disabilities and SEN Teaching 00:20:00 Final Exam Final Exam - Working with Individuals with Learning Disabilities and SEN Teaching 00:20:00