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Unleash the power of deep learning neural networks with R! Learn to build and train models to solve real problems in agriculture, war deaths, and more.

Overview This comprehensive course on Machine Learning with Python will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Machine Learning with Python comes with accredited certification, 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 Machine Learning with Python. It is available to all students, of all academic backgrounds. Requirements Our Machine Learning with Python 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 Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 4 sections • 21 lectures • 01:34:00 total length •Introduction to types of ML algorithm: 00:02:00 •SVM - Python Implementation: 00:06:00 •Introduction to types of ML algorithm: 00:02:00 •Importing a dataset in python: 00:02:00 •Resolving Missing Values: 00:06:00 •Managing Category Variables: 00:04:00 •Training and Testing Datasets: 00:07:00 •Normalizing Variables: 00:02:00 •Normalizing Variables - Python Code: 00:03:00 •Summary: 00:01:00 •Simple Linear Regression - How it works?: 00:04:00 •Simple Linear Regreesion - Python Implementation: 00:07:00 •Multiple Linear Regression - How it works?: 00:01:00 •Multiple Linear Regression - Python Implementation: 00:09:00 •Decision Trees - How it works?: 00:05:00 •Random Forest - How it works?: 00:03:00 •Decision Trees and Random Forest - Python Implementation: 00:04:00 •kNN - How it works?: 00:02:00 •kNN - Python Implementation: 00:10:00 •Decision Tree Classifier and Random Forest Classifier in Python: 00:10:00 •SVM - How it works?: 00:04:00

This course covers the basic concepts of machine learning (ML) that are crucial for getting started on the journey of becoming a skilled ML developer. You will become familiar with different algorithms and networks, such as supervised, unsupervised, neural networks, Convolutional Neural Network (CNN), and Super-Resolution Convolutional Neural Network (SRCNN), needed to develop effective ML solutions.

Register on the Training & Learning for Carer today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a certificate as proof of your course completion. The Training & Learning for Carer course is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablets, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With The Training & Learning for Carer course Receive a digital certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) 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 Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Upon successful completion of the final assessment, you will be eligible to apply for the Quality Licence Scheme Endorsed Certificate of achievement. This certificate will be delivered to your doorstep through the post for £119. An extra £10 postage charge will be required for students leaving overseas.  CPD Accredited Certificate 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.  Who Is This Course For: The course is ideal for those who already work in this sector or are aspiring professionals. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements: The online training is open to all students and has no formal entry requirements. To study the Training & Learning for Carer course, all you need is a passion for learning, A good understanding of English, numeracy, and IT skills. You must also be over the age of 16. Course Content Module 01: Career in Health and Social Care Career in Health and Social Care 00:15:00 Module 02: Health and Social Care Training Health and Social Care Training 00:14:00 Module 03: Professional Development Professional Development 00:14:00 Module 04: The Importance of Skills for Reflective Practice The Importance of Skills for Reflective Practice 00:12:00 Module 05: Personal Development Personal Development 00:17:00 Module 06: Learning Requirements, Barriers and CPD Learning Requirements, Barriers and CPD 00:19:00 Module 07: Workplace Conditions Affecting Health and Safety Workplace Conditions Affecting Health and Safety 00:13:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

What past delegates said: "I started looking for a course in education and training when I was offered a chance to help deliver some health & safety training in my local area - I was incredibly lucky to have found Ottilia Pochat Training. Ottilia has a wealth of experience in teaching, and she managed to share those skills and techniques with us in a way that was both incredibly informative and fun! I can’t recommend Ottilia Pochat Training highly enough - why wouldn’t you want to learn how to teach from the best?" This course is fully tutor-led and teaches you how to become a good, quality trainer Virtual Classroom, this course is run over 8 weeks: 16 sessions of 2½ hour duration, from 10:00 -12:30 and 13:30 - 16:00 The virtually run course starting on Friday 7 July will be held over 8 consecutive Fridays Face to Face: Five-day course Run by a Dutch teacher who spent 4 years learning to teach and has international teaching experience in working with all age groups Course Contents Roles and responsibilities in education and training Ways to maintain a safe and supportive learning environment Relationships between teachers and other professionals Boundaries between the teaching role and other professionals Points of referral to meet the individual needs of learners Inclusive teaching, including:Ways to create an inclusive teaching and learning environmentCreating an inclusive teaching and learning planJustifying own selection of teaching and learning approaches, resources and assessment methods in relation to individual learner needsUsing teaching and learning approaches to meet learner needsEvaluating the delivery of inclusive teaching and learning including areas for improvementDelivering inclusive teaching and learning to meet individual needs Communicating with learners in a way that meets their needs Understanding assessment in education and training, including:Different methods of assessment and how they can be adapted to meet individual learner needsHow to involve learners and others in the assessment processThe role and use of constructive feedbackRecord keeping of assessments Benefits of this course: This Ofqual regulated course will allow you to work in adult education Or even, run online training sessions With this course, you'll also be able to run professional workshops Accredited, Ofqual regulated qualification Our QA Level 3 Award in Education and Training (RQF) Course is a nationally recognised, Ofqual regulated qualification accredited by Qualsafe Awards. This means that you can rest assured that your level 3 Award in Education and Training fulfils the legal requirements to kick-start your own career in Education and Training. The Ofqual Register number for this course is 603/2770/4

CPD Accredited | Career Oriented Learning Modules | 24x7 Tutor Support | Lifetime Access

Are you passionate about helping children succeed in their educational journey? Do you want to make a significant impact in the classroom and support the development of young minds? Our Learning Support Assistant (LSA) Training Course is designed just for you. Key Features: CPD Certified Free Certificate Developed by Specialist Lifetime Access In this course, you will learn the essential roles and responsibilities of a Learning Support Assistant. You will develop crucial skills to effectively support teachers and students in a school environment. You will gain insights into working with children, understanding their diverse needs, and providing tailored support. The course will cover how to assist children with special educational needs, ensuring their inclusion and progress. You will also learn about safeguarding and promoting the wellbeing of children and young people. Managing time and stress efficiently will be a key focus, along with assessing students' progress and dealing with emergencies confidently. Finally, the course will emphasize the importance of continuous professional development, helping you grow and succeed in your role as an LSA. Course Curriculum Module 01: The Roles of a Learning Support Assistant (LSA) Module 02: Skills of a Learning Support Assistant Module 03: Working with Children in a School Module 04: Providing for All Children Module 05: Special Educational Needs (SEN) Module 06: Safeguarding and Wellbeing of Children and Young People Module 07: Time and Stress Management Module 08: Assessing Students Module 09: Dealing with Emergencies Module 10: Professional Development Learning Outcomes: Understand the roles and responsibilities of a Learning Support Assistant. Develop essential skills for effective support in educational settings. Learn to work collaboratively with children in various school environments. Provide inclusive support for all children's diverse needs. Gain knowledge about Special Educational Needs (SEN) strategies. Ensure the safeguarding and wellbeing of children and young people. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring Learning Support Assistants in schools. Individuals interested in child education. Those seeking roles in inclusive education. People wanting to support children with SEN. Educators aiming to enhance support strategies. Career path Learning Support Assistant Teaching Assistant SEN Teaching Assistant Classroom Assistant School Support Worker Inclusion Support Assistant Certificates Digital certificate Digital certificate - Included Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

CPD Accredited | Career Oriented Learning Modules | 24x7 Tutor Support | Lifetime Access

Step confidently into the rewarding world of education support with our Learning Support Assistant Course, built for those who genuinely enjoy helping others learn and grow. Whether you're interested in working in mainstream schools or supporting learners with additional needs, this course offers a strong foundation in the principles and responsibilities of an effective support assistant. You’ll gain insight into how to promote positive behaviour, understand learning difficulties, and work alongside teachers to make the classroom a more accessible and engaging environment. From communication techniques to child development theories, every module is structured to enrich your understanding of what it means to support learning in today’s educational settings. The course is designed to give you the knowledge and confidence to assist learners of all abilities, contribute to lesson delivery, and help create inclusive learning environments. With a focus on theory, responsibility, and strategy, this programme is your opportunity to build the confidence and clarity needed for a meaningful support role in education—all from the comfort of your own space. After completing the course, you will be able to Understand the role and responsibility of a learning support assistant Develop the skills to work with the children. Build your expertise in safeguarding students Learn the techniques to provide Special Educational Needs support Improve your time and stress management skills Meet the Endorsement The Quality Licence Scheme has been designed specifically to recognise high-quality courses. This Learning Support Assistant course materials are recognised by Quality Licence Scheme (QLS). This ensures the deep research and quality resource allocation behind the development phase of the course. In addition, the QLS certificate enriches your CV and recognises your quality study on the relevant subject. Meet the Accreditation CPD Quality Standards (CPD QS) accreditation assures the Learning Support Assistant course training and learning activities are relevant, reliable, and up to date. Key Benefits Learning materials of the Design course contain engaging voice-over and visual elements for your comfort. Get 24/7 access to all content for a full year. Each of our students gets full tutor support on weekdays (Monday to Friday) Course Assessment To simplify the procedure of evaluation and accreditation for learners, we provide an automated assessment system. Upon completion of an online module, you will immediately be given access to a specifically crafted MCQ test. The results will be evaluated instantly, and the score will be displayed for your perusal. For each test, the pass mark will be set to 60%. When all tests have been successfully passed, you will be able to order a certificate endorsed by the Quality Licence Scheme. Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme After successfully completing the Learning Support Assistant course, learners will be able to order an endorsed certificate as proof of their achievement. Hardcopy of this certificate of achievement endorsed by the Quality Licence Scheme can be ordered and received straight to your home by post, by paying Within the UK: £109 International: £109 + £10 (postal charge) = £119 CPD Accredited Certification from One Education After successfully completing this Learning Support Assistant course, you will qualify for the CPD accredited certificate from One Education. Certification is available in both PDF & hardcopy format, which can be received by paying - PDF Certificate: £9 Hardcopy Certificate (within the UK): £15 Hardcopy Certificate (international): £15 + £10 (postal charge) = £25 Who is this course for? Individuals interested in working as a Learning Support Assistant Those who have the desire to support students with special educational needs Aspiring teachers or educators looking to gain knowledge Parents who want to support their children's education and understand special needs support in the classroom Career changers looking for a fulfilling and meaningful career in education Anyone interested in making a difference in the lives of students with special needs Requirements This Learning Support Assistant course is open to all, with no formal entry requirements. Career path From the Learning Support Assistant course, you will develop effective skill sets. This course will come in handy in pursuing career paths such as Learning Support Assistant (Salary range £20,000-£30,000 per year) Teaching Assistant (Salary range £21,000-£47,000 per year) Teacher (Salary range £30,000-£48,000 per year)