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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 Welcome to the course Introduction 00:02:00 Setting up R Studio and R crash course Installing R and R studio 00:05:00 Basics of R and R studio 00:10:00 Packages in R 00:10:00 Inputting data part 1: Inbuilt datasets of R 00:04:00 Inputting data part 2: Manual data entry 00:03:00 Inputting data part 3: Importing from CSV or Text files 00:06:00 Creating Barplots in R 00:13:00 Creating Histograms in R 00:06:00 Basics of Statistics Types of Data 00:04:00 Types of Statistics 00:02:00 Describing the data graphically 00:11:00 Measures of Centers 00:07:00 Measures of Dispersion 00:04:00 Introduction to Machine Learning Introduction to Machine Learning 00:16:00 Building a Machine Learning Model 00:08:00 Data Preprocessing for Regression Analysis Gathering Business Knowledge 00:03:00 Data Exploration 00:03:00 The Data and the Data Dictionary 00:07:00 Importing the dataset into R 00:03:00 Univariate Analysis and EDD 00:03:00 EDD in R 00:12:00 Outlier Treatment 00:04:00 Outlier Treatment in R 00:04:00 Missing Value imputation 00:03:00 Missing Value imputation in R 00:03:00 Seasonality in Data 00:03:00 Bi-variate Analysis and Variable Transformation 00:16:00 Variable transformation in R 00:09:00 Non Usable Variables 00:04:00 Dummy variable creation: Handling qualitative data 00:04:00 Dummy variable creation in R 00:05:00 Correlation Matrix and cause-effect relationship 00:10:00 Correlation Matrix in R 00:08:00 Linear Regression Model The problem statement 00:01:00 Basic equations and Ordinary Least Squared (OLS) method 00:08:00 Assessing Accuracy of predicted coefficients 00:14:00 Assessing Model Accuracy - RSE and R squared 00:07:00 Simple Linear Regression in R 00:07:00 Multiple Linear Regression 00:05:00 The F - statistic 00:08:00 Interpreting result for categorical Variable 00:05:00 Multiple Linear Regression in R 00:07:00 Test-Train split 00:09:00 Bias Variance trade-off 00:06:00 Test-Train Split in R 00:08:00 Regression models other than OLS Linear models other than OLS 00:04:00 Subset Selection techniques 00:11:00 Subset selection in R 00:07:00 Shrinkage methods - Ridge Regression and The Lasso 00:07:00 Ridge regression and Lasso in R 00:12:00 Classification Models: Data Preparation The Data and the Data Dictionary 00:08:00 Importing the dataset into R 00:03:00 EDD in R 00:11:00 Outlier Treatment in R 00:04:00 Missing Value imputation in R 00:03:00 Variable transformation in R 00:06:00 Dummy variable creation in R 00:05:00 The Three classification models Three Classifiers and the problem statement 00:03:00 Why can't we use Linear Regression? 00:04:00 Logistic Regression Logistic Regression 00:08:00 Training a Simple Logistic model in R 00:03:00 Results of Simple Logistic Regression 00:05:00 Logistic with multiple predictors 00:02:00 Training multiple predictor Logistic model in R 00:01:00 Confusion Matrix 00:03:00 Evaluating Model performance 00:07:00 Predicting probabilities, assigning classes and making Confusion Matrix in R 00:06:00 Linear Discriminant Analysis Linear Discriminant Analysis 00:09:00 Linear Discriminant Analysis in R 00:09:00 K-Nearest Neighbors Test-Train Split 00:09:00 Test-Train Split in R 00:08:00 K-Nearest Neighbors classifier 00:08:00 K-Nearest Neighbors in R 00:08:00 Comparing results from 3 models Understanding the results of classification models 00:06:00 Summary of the three models 00:04:00 Simple Decision Trees Basics of Decision Trees 00:10:00 Understanding a Regression Tree 00:10:00 The stopping criteria for controlling tree growth 00:03:00 The Data set for this part 00:03:00 Importing the Data set into R 00:06:00 Splitting Data into Test and Train Set in R 00:05:00 Building a Regression Tree in R 00:14:00 Pruning a tree 00:04:00 Pruning a Tree in R 00:09:00 Simple Classification Tree Classification Trees 00:06:00 The Data set for Classification problem 00:01:00 Building a classification Tree in R 00:09:00 Advantages and Disadvantages of Decision Trees 00:01:00 Ensemble technique 1 - Bagging Bagging 00:06:00 Bagging in R 00:06:00 Ensemble technique 2 - Random Forest Random Forest technique 00:04:00 Random Forest in R 00:04:00 Ensemble technique 3 - GBM, AdaBoost and XGBoost Boosting techniques 00:07:00 Gradient Boosting in R 00:07:00 AdaBoosting in R 00:09:00 XGBoosting in R 00:16:00 Maximum Margin Classifier Content flow 00:01:00 The Concept of a Hyperplane 00:05:00 Maximum Margin Classifier 00:03:00 Limitations of Maximum Margin Classifier 00:02:00 Support Vector Classifier Support Vector classifiers 00:10:00 Limitations of Support Vector Classifiers 00:01:00 Support Vector Machines Kernel Based Support Vector Machines 00:06:00 Creating Support Vector Machine Model in R The Data set for the Classification problem 00:01:00 Importing Data into R 00:08:00 Test-Train Split 00:09:00 Classification SVM model using Linear Kernel 00:16:00 Hyperparameter Tuning for Linear Kernel 00:06:00 Polynomial Kernel with Hyperparameter Tuning 00:10:00 Radial Kernel with Hyperparameter Tuning 00:06:00 The Data set for the Regression problem 00:03:00 SVM based Regression Model in R 00:11:00 Assessment Assessment - Machine Learning Masterclass 00:10:00 Certificate of Achievement Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

*** Don't Spend More; Spend Smart*** Life Just Got Better This Summer! Get Hard Copy + PDF Certificates + Transcript + Student ID Card + e-Learning App as a Gift - Enrol Now Tired of browsing and searching for the perfect computer programming course? Struggling to find a comprehensive package that covers all your needs? Look no further! The Computer Programming Training - CPD Certified offers a complete 14-in-1 bundle, providing everything you need to excel in computer programming and related fields. This extensive course is designed to equip you with the essential skills and knowledge to thrive in today’s competitive job market. This all-in-one computer programming bundle has been meticulously crafted by industry experts, taking into account feedback from thousands of learners just like you. We have prioritised the key components that learners seek in a comprehensive computer programming package and developed a course that addresses these needs effectively. From fundamental computer science principles to advanced programming techniques, this bundle ensures you gain a well-rounded education. Enrol in the Computer Programming Training - CPD Certified today and take your computer programming skills to the next level. With this course, you'll enhance your expertise and prepare yourself for success in the dynamic world of technology. Don’t miss out on the opportunity to advance your career with a certification that stands out. This Bundle Consists of the following Premium courses: Course 01: Python Programming for Everybody Course 02: Computer Science With Python Course 03: Data Science with Python Course 04: JavaScript Foundations for Everyone Course 05: C # Programming - Beginner to Advanced Course 06: R Programming for Data Science Course 07: Three.js & WebGL 3D Programming Course for Beginners Course 08: SQL Programming Masterclass Course 09: SQL NoSQL Big Data and Hadoop Course 10: Nodejs MySQL Login System Course Course 11: Coding with HTML, CSS, & Javascript Course 12: HTML and CSS Coding: Beginner to Advanced Course 13: CSS Coding Course 14: Functional Skills IT Key Features of the Course: FREE Computer Programming Training – CPD Certified certificate Get a free student ID card with Computer Programming Training – CPD Certified (£10 applicable for international delivery) Lifetime access to the Computer Programming Training – CPD Certified course materials The Computer Programming Training – CPD Certified program comes with 24/7 tutor support Get instant access to this Computer Programming Training – CPD Certified course Learn Computer Programming Training – CPD Certified from anywhere in the world The Computer Programming Training – CPD Certified is affordable and simple to understand The Computer Programming Training – CPD Certified is entirely online Learning Outcomes: Upon completing the Computer Programming Training - CPD Certified, you will: Master core computer programming concepts and methodologies. Develop proficiency in Python, HTML, CSS, JavaScript, and PHP. Implement and manage cloud computing solutions with CompTIA Cloud+. Apply ethical hacking techniques and enhance cybersecurity knowledge with Kali Linux. Design and manage databases using SQL Server and understand data encryption principles. Build and customise your own computer systems to meet specific needs. How will I get my Certificate? After successfully completing the course, you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (For The Title Course) Hard Copy Certificate: Free (For The Title Course) CPD 160 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Computer Programming Training - CPD Certified bundle. Requirements Our Computer Programming Training - CPD Certified bundle is fully compatible with PCs, Macs, laptops, tablets 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 With the Computer Programming Training - CPD Certified, you open doors to a variety of rewarding roles in the tech industry. Explore these career opportunities: Junior Developer: £25,000 - £35,000 Web Developer: £30,000 - £45,000 Software Engineer: £35,000 - £55,000 Full Stack Developer: £40,000 - £60,000 Cybersecurity Analyst: £35,000 - £50,000 Cloud Solutions Architect: £50,000 - £70,000 Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included P.S. The delivery charge inside the UK is £3.99, and the international students have to pay £9.99.

How to start a creative project working from your own source images. This course covers 5 lessons to get your new project started.

🌟 Unlock Your Potential with Observational Skills for Careers Course! 🌟 Are you looking to skyrocket your career prospects? Do you want to stand out in a competitive job market? Welcome to the Observational Skills for Careers course, your ultimate ticket to success in today's professional world! 🚀 In an era where attention to detail and keen observation are prized assets, mastering observational skills can truly set you apart. Whether you're a seasoned professional or just starting out, honing these skills can open doors to a world of opportunities. 💼   🔍 Why Observational Skills Matter: Imagine being able to notice subtle nuances in your environment that others miss. From interpreting non-verbal cues in meetings to identifying market trends before they emerge, observational skills are invaluable in virtually every industry. 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Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents and interests with our special Asperger Awareness Diploma Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides professional training that employers are looking for in today's workplaces. The Asperger Awareness Diploma Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This Asperger Awareness Diploma Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This Asperger Awareness Diploma Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At StudyHub, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from StudyHub, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this Asperger Awareness Diploma? 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 Asperger Awareness Diploma there will be a written assignment test which you can take either during or at the end of the course. 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? This Asperger Awareness Diploma course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Asperger Awareness Diploma does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Asperger Awareness Diploma 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 As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Asperger Awareness Diploma is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Asperger Awareness Diploma Introduction to Asperger Syndrome 00:16:00 Characteristics of Asperger Syndrome 00:23:00 Other Considerations for Dealing with Autistic Individuals 00:16:00 The Effects of Asperger's Syndrome 00:16:00 Treatment of Asperger's Syndrome 00:19:00 Assignment Assignment - Asperger Awareness Diploma 00:00:00

The Dyslexia Level 3 course provides an introduction to dyslexia, its relation to learning difficulties, understanding dyslexia in the school setting, cognitive approaches to address dyslexia, and an overview of the legal rights and support available for dyslexic individuals. Learning Outcomes: Understand the nature and characteristics of dyslexia. Learn about the relationship between dyslexia and other learning difficulties. Gain insights into dyslexia in the school environment and how it affects students. Explore cognitive approaches and strategies to support dyslexic individuals in their learning journey. Acquire knowledge of the legal rights and provisions available for dyslexics to ensure equal opportunities and support. Why buy this Dyslexia Level 3? 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. Certification After studying the course materials of the Dyslexia Level 3 there will be a written assignment test which you can take either during or at the end of the course. 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? Educators seeking to understand and support students with dyslexia in classroom settings. Parents of dyslexic children aiming to navigate the educational landscape more effectively. Psychologists and counsellors looking to enhance their expertise in learning difficulties. Legal professionals interested in the rights and advocacy for individuals with dyslexia. Policy makers and educational consultants striving to develop inclusive educational practices. Prerequisites This Dyslexia Level 3 does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Dyslexia Level 3 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 Special Educational Needs (SEN) Teacher: £25,000 - £40,000 Per Annum Educational Psychologist: £37,000 - £50,000 Per Annum Disability Support Coordinator in Universities: £30,000 - £45,000 Per Annum Speech and Language Therapist: £26,000 - £41,000 Per Annum Legal Advocate for Disability Rights: £35,000 - £55,000 Per Annum Policy Advisor for Educational Inclusion: £32,000 - £48,000 Per Annum Course Curriculum Module 01: Introduction to Dyslexia Introduction to Dyslexia 00:18:00 Module 02: Dyslexia and Learning Difficulties Dyslexia and Learning Difficulties 00:18:00 Module 03: Dyslexia in the School Dyslexia in the School 00:23:00 Module 04: Cognitive Approaches in Dyslexia Cognitive Approaches in Dyslexia 00:16:00 Module 05: The Legal Rights of Dyslexics The Legal Rights of Dyslexics 00:14:00 Assignment Assignment - Dyslexia Level 3 00:00:00

The Occupational Safety and Incident Management course provides comprehensive training in workplace first aid, incident management, and essential life-saving techniques. Covering legal frameworks, primary and secondary surveys, CPR, injury management, and emergency protocols, this course equips participants with the skills to effectively respond to various workplace emergencies. Learning Outcomes: Understand the fundamentals of workplace first aid and its importance. Familiarize yourself with the legal framework surrounding workplace first aid. Gain proficiency in incident management strategies for different workplace scenarios. Learn the primary and secondary survey techniques to assess injuries and conditions. Acquire practical knowledge of basic first-aid techniques for minor injuries. Develop skills to handle secondary illnesses and breathing problems at the workplace. Gain confidence in responding to fractures, dislocations, and other injuries. Know how to initiate emergency protocols and effectively call for help. Why buy this Occupational Safety and Incident Management? 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 Occupational Safety and Incident Management 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? Employees and managers across various industries seeking to enhance workplace safety. Health and safety officers responsible for implementing safety protocols. Individuals interested in obtaining workplace first aid and incident management skills. Emergency response team members and safety committee members. Prerequisites This Occupational Safety and Incident Management 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 Health and Safety Officer: Implement and oversee workplace safety protocols and incident response. Emergency Response Team Member: Act as first responders during workplace emergencies. Human Resources Manager: Ensure employee well-being by promoting workplace safety and preparedness. Occupational Health Nurse: Provide medical support and emergency care in occupational settings. Facility Manager: Maintain safe work environments and coordinate emergency procedures. Course Curriculum Occupational Safety and Incident Management Introduction to Workplace First Aid 00:34:00 Legal Framework for Workplace First Aid 00:29:00 Incident Management at Work 00:34:00 Primary Survey 00:20:00 Secondary Survey 00:21:00 Basic First-Aid Techniques 00:38:00 Dealing with Minor Injuries at the Workplace 00:42:00 Secondary Illness Loss of Responsiveness and CPR 00:18:00 Secondary Illness Breathing Problems 00:17:00 Secondary Illnesses and Injuries 00:27:00 Dealing With Fractures and Dislocations 00:19:00 Call for an Emergency 00:14:00

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Learn essential food safety and hygiene practices with our comprehensive Food Hygiene Level 2 course. Perfect for catering staff, food handlers, and hospitality professionals, this course covers everything from preventing foodborne illnesses to effective waste disposal and pest management

This Know Your Customer (KYC) Training course provides a comprehensive overview of KYC concepts and compliance. It will define KYC, explain its importance, and provide key insights into customer due diligence, anti-money laundering regulations, and data privacy.