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Register on the Machine Learning Basics 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 digital certificate as a proof of your course completion. The Machine Learning Basics is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, 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 Machine Learning Basics Receive an e-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) 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 an aspiring professional. 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 Machine Learning Basics, all your 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 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 Total Charge: 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 Total Charge 00:14:00 The 'Just Right' Model for Toral Charge: 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 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.
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Overview Child psychology helps children cope with many emotional, developmental and psychological problems. If you love children and desire to make a positive difference in their lives, this field will be a fantastic option for you. This Child Psychology and Child Care Diploma Course will give you a comprehensive introduction to child psychology. Following the lectures, you'll learn how to help children build relationships. In addition, you will explore the factors that affect children's growth and development and identify the stages of language development. The course will also provide excellent information on infancy, childhood and adolescent concerns and overcome them. Learning Outcomes Understand child psychology fundamentals Explore the stages of moral development Find great tips on personality and intellectual development for children Identify the everyday problems of infancy Discover the stages of language development Learn to help children develop a moral understanding Why You Should Choose Child Psychology and Child Care Diploma Course Lifetime access to the course No hidden fees or exam charges CPD Qualification Standards certification on successful completion Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment, and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential Who is this Course for? The Child Psychology and Child Care Diploma Course is for anyone interested in gaining a solid understanding of child psychology and care. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Laboratory Technician Diploma Course is fully compatible with any kind of device. Whether you are using a Windows computer, Mac, smartphone or tablet, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path This course will provide you with the necessary knowledge and skills required to succeed in this sector. You will be ready to enter the relevant job market after completing this course. On top of that, the course will enhance your ability to earn an average salary of £23,481 annually. Diploma in Child Psychology and Child Care Module 01: Introduction to Child Psychology 00:28:00 Module 02: Attachment and Relationship Building in Childhood 00:31:00 Module 03: Impacts of Separation and Loss on Attachment 00:27:00 Module 04: Factors That Influence Development 00:36:00 Module 05: Cognitive Development 00:25:00 Module 06: Social and Emotional Development 00:43:00 Module 07: Personality and Intellectual Development in Children 00:36:00 Module 08: Stages of Language Development 00:27:00 Module 09: Understanding Moral Development 00:18:00 Module 10: Problems of Infancy 00:21:00 Module 11: Problems of Childhood 00:23:00 Module 12: Problems of Adolescence 00:28:00
Overview Learn the skills to create an environment where children can happily express their emotions by taking this Child Psychology course. Child psychology involves helping children with severe mental, social or emotional disorders. This Child Psychology course will strengthen your ability to help children learn, think and feel better. The interactive modules will teach you about the different types of child development, difficulties and disorders. In addition, it will teach you how to care for children with special needs and gain valuable insights into a child psychologist's role. You'll also understand how to engage in therapy sessions with individuals or families. Enrol right now! Learning Outcomes Know about the child development theories Identify the factors that influence child development Understand how to help a child with low self-esteem Learn the activities that improve childrens' cognitive skills Identify the stages and sequences of social and emotional development Why You Should Choose Child Psychology Course Lifetime access to the course No hidden fees or exam charges CPD Qualification Standards certification on successful completion Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment, and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential Who is this Course for? The Child Psychology Course is for anyone interested in gaining relevant skills in child psychology. The course is also great for teachers who want to identify student characteristics. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Child Psychology Course is fully compatible with any kind of device. Whether you are using a Windows computer, Mac, smartphone or tablet, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path This course will provide you with the necessary knowledge and skills required to succeed in this sector. You will be ready to enter the relevant job market after completing this course. On top of that, the course will enhance your ability to earn an average salary of £23,481 annually. Child Psychology Course Module 01: Introduction to Child Psychology 00:28:00 Module 02: Attachment and Relationship Building in Childhood 00:31:00 Module 03: Impacts of Separation and Loss on Attachment 00:27:00 Module 04: Factors That Influence Development 00:36:00 Module 05: Cognitive Development 00:25:00 Module 06: Social and Emotional Development 00:43:00 Module 07: Personality and Intellectual Development in Children 00:36:00 Module 08: Stages of Language Development 00:27:00 Module 09: Understanding Moral Development 00:18:00 Module 10: Problems of Infancy 00:21:00 Module 11: Problems of Childhood 00:23:00 Module 12: Problems of Adolescence 00:28:00
Course Overview From maintaining the files to ensuring confidentiality, a medical secretary has a wide range of duties. Therefore, they are required to have adequate skills to pull off all the tasks. The Medical Secretary Course will help you acquire these skills. In this course, you will grasp the ability to become a proficient medical secretary. The Medical Secretary Course will show you the roles and responsibilities of a medical secretary. You will learn how to organise schedules and maintain medical records. From the easy-to-follow modules, you will receive a clear understanding of the effective filing system. You will be able to learn the medical jargon and terminology. In addition, this course will equip you with the skills to manage the stocks and supplies. After completing this Medical Secretary Course, you will receive a valuable certificate. This certificate will help you build an impressive resume. Enrol now and start building your skills. What You Will Learn Learn the principles of organising schedules Understand the strategies of maintaining medical records Enrich your knowledge of medical jargon and terminology Know the methods of effective filing system Develop the ability to maintain confidentiality in the workplace Grasp the skills to control stocks and supplies Understand how to maintain workplace safety Why Should You Choose this Medical Secretary Course Lifetime access to the course No hidden fees or exam charges CPD Qualification Standards certification on successful completion Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment, and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential Who is this Course for? The Medical Secretary Course is for current and future medical secretaries. Anyone interested in learning about this area can also take this course. Requirements Our Medical Secretary Course is fully compatible with any kind of device. Whether you are using Windows computers, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path This Medical Secretary Course will assist you in pursuing a career in the relevant fields. Medical Secretary (Salary Range £13,000-£34,000) Medical Secretary Course Module 01: Introduction to Medical Secretary 00:15:00 Module 02: Organise Schedules 00:21:00 Module 03: Maintaining Medical Records 00:19:00 Module 04: Effective Filing Systems in Medical Offices 00:16:00 Module 05: Confidentiality in a Medical Environment 00:14:00 Module 06: Controlling Stocks and Supplies 00:09:00 Module 07: Medical Jargon and Terminology 00:25:00 Module 08: Maintaining Workplace Safety 00:20:00 Module 09: Information Technology in Health Care 00:14:00 Module 10: Legal aspects and Ethics 00:19:00 Assignment Assignment - Medical Secretary Course 02:00:00