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Machine learning is a vital aspect of data science, and it is the fundamental building block of artificial intelligence. This course is designed to help you master the basics of machine learning by taking you through ten comprehensive modules. Learning outcomes: Understand the basic principles of machine learning and its significance in today's world. Learn how to use Minitab for data analysis and data cleaning. Understand how regression trees and classification trees work and how to apply them. Understand binary logistic regression and its applications. Understand data modelling and how to use different predictors. Learn how to evaluate and improve the performance of machine learning models. The Machine Learning Basics course is designed to help individuals develop a fundamental understanding of machine learning. In this course, you will learn about the basics of machine learning, including regression, predictors, data cleaning, and data models. Additionally, you will learn how to use Minitab for data analysis and how to apply binary logistic regression, regression trees, and classification trees. The course includes ten comprehensive modules that will help you develop the skills you need to become a machine learning expert. This course is for anyone who wants to learn the basics of machine learning, including students, data analysts, and business professionals. By the end of the course, you will have a deep understanding of machine learning principles, including how to apply machine learning algorithms to solve real-world problems. Certification Upon completion of the course, learners can obtain a certificate as proof of their achievement. You can receive a £4.99 PDF Certificate sent via email, a £9.99 Printed Hardcopy Certificate for delivery in the UK, or a £19.99 Printed Hardcopy Certificate for international delivery. Each option depends on individual preferences and locations. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Students who want to learn about machine learning. Data analysts who want to enhance their skills. Business professionals who want to understand machine learning. Anyone who wants to develop a fundamental understanding of machine learning. Career path Career paths related to this industry are: Data analyst: £20,000 - £50,000 per year Machine learning engineer: £30,000 - £90,000 per year Data scientist: £35,000 - £80,000 per year Business intelligence analyst: £25,000 - £55,000 per year Artificial intelligence (AI) specialist: £45,000 - £100,000 per year Software engineer: £25,000 - £70,000 per year

Stuck on Your Agile Journey? - Become a Learning Organization Although the adoption of an agile framework may be a good first step on your improvement journey, your real goal is to become a learning organization. Learning organizations are capable of developing their own fit-for-purpose Way or Working (WoW), which may be a hybrid of approaches, that enables them to out-compete others. The Disciplined Agile (DA) tool kit teaches you what agile frameworks will not - how to choose the approach for the situation that you face, continually learn, and ultimately improve your WoW. DA includes improvement techniques for individuals, teams, cross-team collaborations, value streams, and your enterprise. Knowing how to improve, and doing so effectively, is what enables you to become a learning organization. This and other IIL Learning in Minutes presentations qualify for PDUs. Some titles, such as Agile-related topics may qualify for other continuing education credits such as SEUs, or CEUs. Each professional development activity yields one PDU for one hour spent engaged in the activity. Some limitations apply and can be found in the Ways to Earn PDUs section that discusses PDU activities and associated policies. Fractions of PDUs may also be reported. The smallest increment of a PDU that can be reported is 0.25. This means that if you spent 15 minutes participating in a qualifying PDU activity, you may report 0.25 PDU. If you spend 30 minutes in a qualifying PDU activity, you may report 0.50 PDU. Learning objectives: Understand what a learning organization is and why you need to become one Discover improvement techniques for all levels of your organization Explore how to apply the Disciplined Agile (DA) tool kit to improve your continuous improvement strategy

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Are you looking to improve your current abilities or make a career move? Our unique SENCO Course might help you get there! Expand your expertise with high-quality training - study the course and get an expertly designed, great-value training experience. Learn from industry professionals and quickly equip yourself with the specific knowledge and skills you need to excel in your chosen career through this online training course. This online training course is accredited by CPDQS with 40 CPD points for professional development. Students can expect to complete this course in around 175 hours. You'll also get dedicated expert assistance from us to answer any queries you may have while studying our course. The course is broken down into several in-depth modules to provide you with the most convenient and rich learning experience possible. Upon successful completion of this course, you will receive an instant e-certificate as proof of comprehensive skill development and competency. Add these amazing new skills to your resume and boost your employability by simply enrolling in this course. With this comprehensive course, you can achieve your dreams and train for your ideal career. This course provides students with an in-depth learning experience that they can work through at their own pace to enhance their professional development. You'll get a Free Student ID card by enrolling in this course. This ID card entitles you to discounts on bus tickets, movie tickets, and library cards. Enrolling in the course will ensure that you land your dream career faster than you thought possible. Stand out from the crowd and train for the job you want with the program. Learning Outcomes: Instant access to verified and reliable information Participation in inventive and interactive training exercises Quick assessment and guidance for all subjects CPD accreditation for proof of acquired skills and knowledge Freedom to study in any location and at a pace that suits you Expert support from dedicated tutors committed to online learning Experts created the course to provide a rich and in-depth training experience for all students who enrol in it. Enrol in the course right now and you'll have immediate access to all of the course materials. Then, from any internet-enabled device, access the course materials and learn when it's convenient for you. Start your learning journey straight away with this course and take a step toward a brighter future! Why Prefer this Course? Opportunity to earn a certificate accredited by CPDQS after completing this course Student ID card with amazing discounts - completely for FREE! (£10 postal charge will be applicable for international delivery) Standards-aligned lesson planning Innovative and engaging content and activities Assessments that measure higher-level thinking and skills Complete the program in your own time, at your own pace *** Course Curriculum *** Here are the topics you will cover in the course. Module 01: Introduction to SEN Co-ordination Definition of special educational needs Relevant points of the Children and Families Act 2014 Key Principles The role of education providers in improving outcomes Module 02: The SENCO Role in Policy and Practice The beginnings of the SENCO role The SENCO role today: responsibilities as determined by the 2015 SEND Code of Practice Module 03: Roles and Responsibilities within Whole School SEN Co-ordination Duties of governing bodies & trust boards The role of the SENCO Decide to be operational, strategic or both Developing and understanding your ethos toward inclusion Developing your understanding of the definition of SEN Module 04: Supporting Teaching and Learning What is the curriculum? Learning to learn Important Theories of effective learning and Teaching The Influence of behavioural science on SEN Curriculum and pedagogy Cognitive development Module 05: The SENCO and the Senior Leadership Team The role of the SENCO and the Senior Leadership Team (SLT) If a SENCO should be on SLT The status of the SENCO role Leading without being part of SLT: leading with status Module 06: Supporting Colleagues and working with Professionals and Organisations beyond the School Importance of leading and supporting colleagues The SENCO role: leading and supporting colleagues Unpicking the Role of Teachers Leading and supporting colleagues: a whole-school approach Leading and supporting specific groups Module 07: Developing Relationships with Pupils and Parents Children and Families at the Centre: the policy context Pupil Relationships and Importance Family Relationships and Importance Meeting the SEND Code of Practice guidance An awareness of potential barriers Module 08: SENCO's Role in Leading and Managing SEND Administration Working with governors The management of SEN records Referral for an EHC assessment Annual review of EHC plans Dealing with complaints Module 09: Challenges and Opportunities Time and workload Resources Module 10:Developing Inclusive Practice and the Future SENCO Role The language of SEND and disability What is inclusive education? Parents' choice SENCO's role in training and developing others Support and training for SENCOs Assessment Process Once you have completed all the modules in the course, your skills and knowledge will be tested with an automated multiple-choice assessment. You will then receive instant results to let you know if you have successfully passed the course. CPD 40 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about this subject should take this course. This will help you grasp the basic concepts as well as develop a thorough understanding of the subject. All are welcome to take this course. There are no prerequisites for enrolment, and you can access the course materials from any location in the world. Requirements The program does not require any prior knowledge; everyone may participate! This course is open to anyone interested in learning from anywhere in the world. Career path After completing this course, you are to start your career or begin the next phase of your career in this field. Our entire course will help you to gain a position of respect and dignity over your competitors. The certificate enhances your CV and helps you find work in the field concerned. Certificates CPD Accredited Certificate Digital certificate - £10 CPD Accredited Certificate Hard copy certificate - £29 If you are an international student, then you have to pay an additional 10 GBP as an international delivery charge.

Discover the thrilling world of artificial intelligence with the 'Machine Learning Course with Python'. Immerse yourself in a voyage from foundational concepts, unveiling the mysteries behind algorithms, to diving deep into the cores of preprocessing, regression, and classification. Crafted meticulously, this course introduces Python as the catalyst, opening doors to data-driven decision-making and predictive analysis, empowering your journey in the ever-evolving field of machine learning. Learning Outcomes Grasp the foundational knowledge of various machine learning algorithms. Attain proficiency in preprocessing data for optimal outcomes. Master the nuances of regression analysis using Python. Delve into the intricacies of classification techniques. Enhance problem-solving abilities with practical Python-driven machine learning applications. Why choose this Machine Learning Course with Python 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 Machine Learning Course with Python 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 Machine Learning Course with Python course for? Aspiring data scientists eager to harness the power of machine learning. Python enthusiasts aiming to delve into its applications in AI. Professionals in the tech industry seeking a transition into data roles. Academics and researchers wanting to employ machine learning in their work. Business analysts aiming to leverage predictive analytics for better insights. Career path Data Scientist: £40,000 - £70,000 Machine Learning Engineer: £50,000 - £80,000 AI Researcher: £45,000 - £75,000 Data Analyst: £30,000 - £50,000 Python Developer: £35,000 - £65,000 Business Intelligence Developer: £40,000 - £60,000 Prerequisites This Machine Learning Course with Python does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Machine Learning Course with Python 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 Module 01: Introduction to Machine Learning Algorithms Introduction to types of ML algorithm 00:02:00 Module 02: Preprocessing 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 Module 03: Regression 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 Module 04: Classification 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 SVM - Python Implementation 00:06:00 Assignment Assignment - Machine Learning Course with Python 00:00:00

Are you looking to enhance your Learning Disability Nursing skills? If yes, then you have come to the right place. Our comprehensive course on Learning Disability Nursing will assist you in producing the best possible outcome by mastering the Learning Disability Nursing skills. The Learning Disability Nursing course is for those who want to be successful. In the Learning Disability Nursing course, you will learn the essential knowledge needed to become well versed in Learning Disability Nursing. Our course starts with the basics of Learning Disability Nursing and gradually progresses towards advanced topics. Therefore, each lesson of this Learning Disability Nursing course is intuitive and easy to understand. Why would you choose the Learning Disability Nursing course from Compliance Central: Lifetime access to Learning Disability Nursing course materials Full tutor support is available from Monday to Friday with the Learning Disability Nursing course Learn Learning Disability Nursing skills at your own pace from the comfort of your home Gain a complete understanding of Learning Disability Nursing course Accessible, informative Learning Disability Nursing learning modules designed by experts Get 24/7 help or advice from our email and live chat teams with the Learning Disability Nursing Study Learning Disability Nursing in your own time through your computer, tablet or mobile device A 100% learning satisfaction guarantee with your Learning Disability Nursing Course Learning Disability Nursing Curriculum Breakdown of the Learning Disability Nursing Course Course Curriculum: Module 01: Learning Disability and Mental Health Module 02: Learning Disability Nursing Module 03: Psychosocial Interventions Module 04: Psychodynamic Approaches Module 05: Throughout the Lifespan Module 06: Role of the Learning Disability Nurse in Promoting Health and Well-Being Module 07: Care Planning in Mental Health Settings Module 08: Nursing Models and Behavioural Interventions Module 09: The Future of Learning Disability Nursing Module 10: Future Spheres of Practice Certification CPD Accredited (CPD QS) Certificate Digital (PDF) & Hardcopy certificates are available CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Learning Disability Nursing course helps aspiring professionals who want to obtain the knowledge and familiarise themselves with the skillsets to pursue a career in Learning Disability Nursing. It is also great for professionals who are already working in Learning Disability Nursing and want to get promoted at work. Requirements To enrol in this Learning Disability Nursing course, all you need is a basic understanding of the English Language and an internet connection. Career path The Learning Disability Nursing course will enhance your knowledge and improve your confidence in exploring opportunities in various sectors related to Learning Disability Nursing. Learning Disability Nurse: £24,907 to £37,890 per year Senior Learning Disability Nurse: £35,000 to £48,000 per year Learning Disability Nurse Practitioner: £40,000 to £55,000 per year Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

Machine Learning and other AI: Are You Ready? Machine Learning is the latest 'hot' title in computing and Artificial Intelligence. It sounds new but is influencing your life already. Machine Learning and AI will affect more and more of your life as they mature and more enabling technologies intersect with them. Machine Learning will change many disciplines and careers, overcoming scale issues, enabling better knowledge and insights, and augmenting many professions. Are you ready? This and other IIL Learning in Minutes presentations qualify for PDUs. Some titles, such as Agile-related topics may qualify for other continuing education credits such as SEUs, or CEUs. Each professional development activity yields one PDU for one hour spent engaged in the activity. Some limitations apply and can be found in the Ways to Earn PDUs section that discusses PDU activities and associated policies. Fractions of PDUs may also be reported. The smallest increment of a PDU that can be reported is 0.25. This means that if you spent 15 minutes participating in a qualifying PDU activity, you may report 0.25 PDU. If you spend 30 minutes in a qualifying PDU activity, you may report 0.50 PDU.