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Overview This comprehensive course on Machine Learning for Predictive Maps in Python and Leaflet 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 for Predictive Maps in Python and Leaflet comes with accredited certification from CPD, 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 for Predictive Maps in Python and Leaflet. It is available to all students, of all academic backgrounds. Requirements Our Machine Learning for Predictive Maps in Python and Leaflet 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 Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 9 sections • 33 lectures • 05:59:00 total length •Introduction: 00:10:00 •Python Installation: 00:04:00 •Creating a Python Virtual Environment: 00:07:00 •Installing Django: 00:09:00 •Installing Visual Studio Code IDE: 00:06:00 •Installing PostgreSQL Database Server Part 1: 00:03:00 •Installing PostgreSQL Database Server Part 2: 00:09:00 •Adding the settings.py Code: 00:07:00 •Creating a Django Model: 00:10:00 •Adding the admin.py Code: 00:21:00 •Creating Template Files: 00:10:00 •Creating Django Views: 00:10:00 •Creating URL Patterns for the REST API: 00:09:00 •Adding the index.html code: 00:04:00 •Adding the layout.html code: 00:19:00 •Creating our First Map: 00:10:00 •Adding Markers: 00:16:00 •Installing Jupyter Notebook: 00:07:00 •Data Pre-processing: 00:31:00 •Model Selection: 00:20:00 •Model Evaluation and Building a Prediction Dataset: 00:11:00 •Creating a Django Model: 00:04:00 •Embedding the Machine Learning Pipeline in the Application: 00:42:00 •Creating a URL Endpoint for our Prediction Dataset: 00:06:00 •Creating Multiple Basemaps: 00:09:00 •Creating the Marker Layer Group: 00:10:00 •Creating the Point Layer Group: 00:12:00 •Creating the Predicted Point Layer Group: 00:07:00 •Creating the Predicted High Risk Point Layer Group: 00:12:00 •Creating the Legend: 00:09:00 •Creating the Prediction Score Legend: 00:15:00 •Resource: 00:00:00 •Assignment - Machine Learning for Predictive Maps in Python and Leaflet: 00:00:00

Overview Legionnaires disease may not be widely covered in the media, but it is still prevalent. Regardless of what water body you are near, the management of Legionella is paramount. Legionella, a water-borne bacterium, is spread through hot and cold water outlets, as well as wet air conditioning plants. Inhalation of these bacteria can induce Legionnaires disease, a deadly kind of pneumonia. To prevent potential and sometimes fatal outbreaks of Legionnaires' disease, legionella management expertise is essential. You can gain this crucial expertise with the assistance of this Legionella Management course. Throughout this course, you will walk through the ins and outs of Legionella management. This course will introduce you to all the legal responsibilities associated with Legionella management. Moreover, you will get to know about the typical hazardous environments and water system monitoring. This Legionella management training will also develop your cooling system awareness. Additionally, with the assistance of this course, you will learn about Legionella risk assessment and gain expertise in controlling Legionella risks.  Sign up for this Legionella Management course and learn more about Legionella to protect yourself and your people. What skills you will gain: A detailed understanding of Legionella. In-depth knowledge regarding legal responsibilities. Familiarity with the common hazardous environments. Proficiency in Legionella risk assessment. A solid comprehension of water system monitoring. Enhanced cooling system awareness. Dexterity in controlling Legionella risks. Why buy this Legionella 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 Legionella Management 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 Legionella Management 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 Legionella Management does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Legionella 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 Legionella Management program will give you valuable job skills in various industries, as well as a diverse set of career opportunities, such as- Legionella Manager Legionella Risk Assessor Legionella Responsible Person Legionella Team Leader The standard yearly pay for these job opportunities in the UK is approximately £12,000 to £50,000. Course Curriculum Legionella Management What is Legionella 00:10:00 Legal Responsibilities 00:10:00 Hazardous Environments 00:10:00 Legionella Risk Assessment 00:15:00 Controlling The Risks 00:15:00 Assignment Assignment - Legionella Management 00:00:00

Unlock the secrets of successful recruitment with our 'Strategies & Skills for Recruitment' course, tailored to revolutionise your approach to attracting and retaining top talent. Initiate your journey with an in-depth exploration of the recruitment process model, setting a robust foundation for understanding the nuances of talent acquisition. This course offers a comprehensive roadmap, guiding you through various recruitment methods, and seamlessly integrating these techniques with human resource management. Each module is designed to enrich your knowledge, ensuring you're equipped with the latest strategies to excel in the ever-evolving world of recruitment. Progressing through the curriculum, you'll dive into the core skills and contemporary issues in recruitment, gaining insights critical for today's dynamic job market. With the advent of technology transforming how organisations connect with potential candidates, our course includes a specialised focus on virtual interviewing - a skill increasingly indispensable in modern hiring practices. The course culminates with practical guidance on effective employee on-boarding, ensuring a smooth transition for new hires. By the end of this course, you will not only have mastered the art of recruitment but also be prepared to implement these strategies, elevating your role as a key player in talent management. Learning Outcomes Understand and apply various models and methods of recruitment effectively. Integrate recruitment strategies with broader human resource management practices. Identify and navigate key skills and current challenges in the recruitment process. Develop proficiency in conducting and managing virtual interviews. Implement effective on-boarding processes to ensure successful employee integration. Why choose this Strategies & Skills for Recruitment course? 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. Who is this Strategies & Skills for Recruitment course for? HR professionals seeking to enhance their recruitment strategies and practices. Business owners aiming to develop effective talent acquisition skills. Managers responsible for hiring and team-building within their organisations. Individuals pursuing a career in human resources or recruitment. Anyone interested in understanding the latest trends and techniques in recruitment. Career path Recruitment Consultant - £25,000 - £40,000 Human Resources Manager - £35,000 - £55,000 Talent Acquisition Specialist - £30,000 - £45,000 HR Business Partner - £40,000 - £60,000 Employee Relations Manager - £38,000 - £58,000 Training and Development Manager - £32,000 - £50,000 Prerequisites This Strategies & Skills for Recruitment does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Strategies & Skills for Recruitment 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 Recruitment Process Model Introduction to Recruitment Process Model 00:42:00 Module 02: Recruitment Method Recruitment Method 00:36:00 Module 03: Human Resource Management Human Resource Management 00:43:00 Module 04: Key Skills and Issues in Recruitment Key Skills and Issues in Recruitment 00:43:00 Module 05: Virtual Interviewing Virtual Interviewing 00:34:00 Module 06: Employee On-Boarding Employee On-Boarding 00:37:00

Begin your journey towards a rewarding and successful career by enrolling in our all-inclusive bundle of 8 Level 7 (QLS) Business Development, Management and Analysis courses. At UKHF Online, we have carefully selected and combined these courses to equip you with the vital skills and knowledge necessary to thrive in Level 7 (QLS) Business Development, Management and Analysis . Whether you're a student, recent graduate, or job seeker, our Level 7 (QLS) Business Development, Management and Analysis bundle is designed to enhance your CV, impress potential employers, and set you apart from the competition. Key Features of the Level 7 (QLS) Business Development, Management and Analysis Bundle: 3 QLS-Endorsed Courses: We proudly offer 3 QLS-endorsed courses within our Level 7 (QLS) Business Development, Management and Analysis bundle, providing you with industry-recognized qualifications. Plus, you'll receive a free hardcopy certificate for each of these courses. QLS Course 01: Business Development QLS Course 02: Business Management QLS Course 03: Business Analysis 5 CPD QS Accredited Courses: Additionally, our bundle includes 5 relevant CPD QS accredited courses, ensuring that you stay up-to-date with the latest industry standards and practices. Course 01: Financial Modelling for Decision Making and Business plan Course 02: Branding Your Business Course 03: AML for Business Owner Course 04: Business Law & Commercial Law Course 05: Compliance & Business Risk Management In Addition, you'll get Five Career Boosting Courses absolutely FREE with this Bundle. Course 01: Professional CV Writing Course 02: Job Search Skills Course 03: Self Esteem & Confidence Building Course 04: Professional Diploma in Stress Management Course 05: Complete Communication Skills Master Class Convenient Online Learning: Our Level 7 (QLS) Business Development, Management and Analysis courses are accessible online, allowing you to learn at your own pace and from the comfort of your own home. Learning Outcomes of the Level 7 (QLS) Business Development, Management and Analysis Bundle: Master the foundational principles and techniques of Level 7 (QLS) Business Development, Management and Analysis . Develop advanced proficiency in Level 7 (QLS) Business Development, Management and Analysis methodologies and strategies. Acquire in-depth knowledge of the latest trends and advancements in Level 7 (QLS) Business Development, Management and Analysis . Enhance your problem-solving and critical thinking abilities within the context of Level 7 (QLS) Business Development, Management and Analysis . Cultivate strong communication and collaboration skills essential for success in Level 7 (QLS) Business Development, Management and Analysis . The Level 7 (QLS) Business Development, Management, and Analysis bundle is an outstanding ensemble of eight courses, meticulously designed to provide an in-depth understanding of various business domains. This comprehensive course package offers an unparalleled blend of theoretical knowledge and strategic insights, giving learners a deep understanding of business principles. This selection is perfect for anyone looking to climb the corporate ladder or start their entrepreneurial journey, providing a stepping stone towards career success. CPD 250 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals interested in deepening their understanding of business management, development, and analysis. Professionals seeking a career transition into business-centric roles. Aspiring entrepreneurs wanting to gather essential business knowledge. Anyone interested in acquiring a theoretical understanding of business operations. Career path Business Developer - Salary Range in the UK: £30,000 - £70,000 Business Manager - Salary Range in the UK: £35,000 - £80,000 Business Analyst - Salary Range in the UK: £26,000 - £70,000 Financial Analyst - Salary Range in the UK: £30,000 - £65,000 Compliance Officer - Salary Range in the UK: £30,000 - £75,000 Certificates Digital certificate Digital certificate - Included Hard copy certificate Hard copy certificate - Included

Are you looking to enhance your Investment - Key Concepts and Techniques skills? If yes, then you have come to the right place. Our comprehensive course on Investment - Key Concepts and Techniques will assist you in producing the best possible outcome by mastering the Investment - Key Concepts and Techniques skills. The Investment - Key Concepts and Techniques is for those who want to be successful. In the Investment - Key Concepts and Techniques, you will learn the essential knowledge needed to become well versed in Investment - Key Concepts and Techniques. Our Investment - Key Concepts and Techniques starts with the basics of Investment - Key Concepts and Techniques and gradually progresses towards advanced topics. Therefore, each lesson of this Investment - Key Concepts and Techniques is intuitive and easy to understand. Why would you choose the Investment - Key Concepts and Techniques from Compliance Central: Lifetime access to Investment - Key Concepts and Techniques materials Full tutor support is available from Monday to Friday with the Investment - Key Concepts and Techniques Learn Investment - Key Concepts and Techniques skills at your own pace from the comfort of your home Gain a complete understanding of Investment - Key Concepts and Techniques Accessible, informative Investment - Key Concepts and Techniques learning modules designed by expert instructors Get 24/7 help or advice from our email and live chat teams with the Investment - Key Concepts and Techniques bundle Study Investment - Key Concepts and Techniques in your own time through your computer, tablet or mobile device. A 100% learning satisfaction guarantee with your Investment - Key Concepts and Techniques Improve your chance of gaining in demand skills and better earning potential by completing the Investment - Key Concepts and Techniques Learn at your own pace from the comfort of your home, as the rich learning materials of this course are accessible from any place at any time. The curriculums are divided into tiny bite-sized modules by industry specialists. And you will get answers to all your queries from our experts. Investment - Key Concepts and Techniques Course Curriculum: Module 1: Introduction Module 2: Types and Techniques Module 3: Key Concepts in Investment Module 4: Understanding the Finance Module 5: Investing in Bond Market Module 6: Investing in Stock Market Module 7: Risk and Portfolio Management CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Investment - Key Concepts and Techniques helps aspiring professionals who want to obtain the knowledge and familiarise themselves with the skillsets to pursue a career in Investment - Key Concepts and Techniques. It is also great for professionals who are already working in Investment - Key Concepts and Techniques and want to get promoted at work. Requirements To enrol in this Investment - Key Concepts and Techniques, all you need is a basic understanding of the English Language and an internet connection. Career path The Investment - Key Concepts and Techniques will enhance your knowledge and improve your confidence in exploring opportunities in various sectors related to Investment - Key Concepts and Techniques. 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

This Level 2 Certificate in Understanding Domestic Abuse course is designed and developed by the relevant experts. According to the annual Crime Survey, nearly 2.5 million adults are victims of domestic abuse each year. Furthermore, one in every five children witnesses or is a victim of domestic abuse during their childhood. Although it is a commonly unreported crime, the majority of cases of domestic abuse are kept hidden. The new Domestic Abuse Act 2021 makes prosecuting domestic abuse simpler and provides more protection to abuse, but cases still need to be identified, and responses must be effective. This Level 2 Certificate in Understanding Domestic Abuse course is designed to raise learners' awareness and understanding of domestic abuse and its impact. The requirement for education and training across sectors to identify abuse, allocation of support, and referral is a recurring theme in regional domestic abuse strategies. Domestic abuse and its impacts must be recognized and addressed by those working in various sectors, including healthcare, social care, childcare, education, and housing. There is a need to understand the issues, report on those at risk, and provide assistance in directing people to relevant services. This coursequalification aims to provide learners with the knowledge to support their role in this context. Learning Outcomes After completing thiscourse, the learner will be able to: Gain a thorough understanding. Understand how national policy and strategy on domestic violence has evolved. Understand the signs and risk factors. Gain a solid understanding of the impact. Understand policy, response, and intervention. Why Choose this Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing this course. ***Understanding Domestic Abuse - Level 2 Bundle Course Course 01: Understanding Domestic Abuse - Level 2 Course 02: Level 5 Mental Health First Aid Certification Course 03: Mental Health Support Worker ***Other Benefits of this Bundle Course Free 3 PDF Certificate Access to Content - Lifetime Exam Fee - Totally Free Free Retake Exam [ Note: Free PDF certificate as soon as completing the course ] Course Curriculum Module 1: Understand Domestic Abuse Module 2: Understand the Signs and Risk Factors Associated with Domestic Abuse Module 3: Understand the Impact of Domestic Abuse Module 4: Understand Policy, Response and Intervention in Relation to Domestic Abuse --------------- Assessment Method After completing each module of this course, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Once you complete all the modules in this manner, you will be qualified to request your certification. Certification After completing the MCQ/Assignment assessment for this course, you will be entitled to a Credential from Training Tale. It will act as proof of your extensive professional development. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? This course is ideal for anyone responsible for responding to domestic abuse or supporting those experiencing domestic abuse. Including: Employers Teachers Health and Social Care workers and anyone involved in safeguarding vulnerable adults, children or young people. Students want to broaden their knowledge and understanding of domestic abuse and its impact. Requirements There are no specific requirements for this course because it does not require any advanced knowledge or skills. Students who intend to enrol in this course must meet the following requirements: Good command of the English language Must be vivacious and self-driven Basic computer knowledge A minimum of 16 years of age is required Career path After completing this course, you can become familiarised with the response and support of those domestically abused. This qualification may lead to careers as a: Social Worker (£24,000 to £40,000) Child Protection Officer (£25,000 to £40,000) Youth Worker (£18,000 to £33,000) Certificates Certificate of completion Digital certificate - Included

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

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.

People Management course is designed for new and aspiring line managers or companies that want to provide employees with people management skills. Such Skills provide an excellent opportunity to gain the skills and knowledge you'll need to advance in your career. Take this course anywhere and at any time. Don't let your lifestyle limit your learning or your potential. The course will provide you with the relevant skills that you'll need to succeed. Gain experience online and interact with experts. This can prove to be the perfect way to get noticed by a prospective employer and stand out from the crowd. Stepping into a manager position for the first time represents the single most important step in any ongoing career path. However, climbing the ladder from entry-level workforce member to a position of responsibility is never easy. Doing so means first proving yourself as a figure of leadership and authority. A reliable and capable manager who can be turned to for guidance, delegation and direction. Fulfilling a manager's position means taking on significant responsibility. Organisations at every level are fundamentally dependent on effective People Management teams to drive key operations and the workforce as a whole. Nevertheless, to succeed in People Management is to become the single most valuable and prestigious professional commodity. Managing Skills has been rated and reviewed highly by our learners and professionals alike. We have a passion for teaching, and it shows. Our course has interactive online modules that allow studying to take place where and when you want it to. The only thing you need to take the course Is Wi-Fi and a screen. You'll never be late for class again. Experienced tutors and mentors will be there for you whenever you need them and solve all your queries through email and chat boxes. What will you achieve? By the end of thiscourse, you'll be able to... Explore elements of People Management absence and support employees returning to work Assess the current labour market conditions and trends for your organisation to improve People Management techniques. Explore good practices in managing people. Describe effective ways of managing people. Explore approaches to managing people. Discuss the need to maintain a healthy workforce Reflect on your own managing style ****Course Curriculum**** Module One: Key Concepts (I) Module Two: Key Concepts (II) Module Three: Initiation (I) Module Four: Initiation (II) Module Five: Planning (I) Module Six: Planning (II) Module Seven: Planning Tools Module Eight: Executing the Project Module Nine: Maintaining and Controlling the Project Module Ten: Closing Out Assessment Process Once you have finished the learning stages in this course, your abilities will be assessed by an automated multiple-choice question session, after which you will receive the results immediately. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The course has been professionally designed for motivated learners who are looking to add a new skill to their CV and stand head and shoulders above the competition. Learn the latest industry-specific information with this course. Enrol on People Management Skills and learn a new professional skill from anywhere, at any time! Requirements Enrol on the Pcourse with no formal entry requirements! If you have a passion for knowledge and want to learn something new, register for this course without any delay. We only ask that all students have a passion for learning and literacy and be over the age of 16. Complete this course online from your computer, tablet, or smartphone, and learn in a way that suits you. Certificates Certificate of completion Digital certificate - £10

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