Duration 2 Days 12 CPD hours This course is intended for Business Analysts, Technical Managers, and Programmers Overview This intensive training course helps students learn the practical aspects of the R programming language. The course is supplemented by many hands-on labs which allow attendees to immediately apply their theoretical knowledge in practice. Over the past few years, R has been steadily gaining popularity with business analysts, statisticians and data scientists as a tool of choice for conducting statistical analysis of data as well as supervised and unsupervised machine learning. What is R ? What is R? ? Positioning of R in the Data Science Space ? The Legal Aspects ? Microsoft R Open ? R Integrated Development Environments ? Running R ? Running RStudio ? Getting Help ? General Notes on R Commands and Statements ? Assignment Operators ? R Core Data Structures ? Assignment Example ? R Objects and Workspace ? Printing Objects ? Arithmetic Operators ? Logical Operators ? System Date and Time ? Operations ? User-defined Functions ? Control Statements ? Conditional Execution ? Repetitive Execution ? Repetitive execution ? Built-in Functions ? Summary Introduction to Functional Programming with R ? What is Functional Programming (FP)? ? Terminology: Higher-Order Functions ? A Short List of Languages that Support FP ? Functional Programming in R ? Vector and Matrix Arithmetic ? Vector Arithmetic Example ? More Examples of FP in R ? Summary Managing Your Environment ? Getting and Setting the Working Directory ? Getting the List of Files in a Directory ? The R Home Directory ? Executing External R commands ? Loading External Scripts in RStudio ? Listing Objects in Workspace ? Removing Objects in Workspace ? Saving Your Workspace in R ? Saving Your Workspace in RStudio ? Saving Your Workspace in R GUI ? Loading Your Workspace ? Diverting Output to a File ? Batch (Unattended) Processing ? Controlling Global Options ? Summary R Type System and Structures ? The R Data Types ? System Date and Time ? Formatting Date and Time ? Using the mode() Function ? R Data Structures ? What is the Type of My Data Structure? ? Creating Vectors ? Logical Vectors ? Character Vectors ? Factorization ? Multi-Mode Vectors ? The Length of the Vector ? Getting Vector Elements ? Lists ? A List with Element Names ? Extracting List Elements ? Adding to a List ? Matrix Data Structure ? Creating Matrices ? Creating Matrices with cbind() and rbind() ? Working with Data Frames ? Matrices vs Data Frames ? A Data Frame Sample ? Creating a Data Frame ? Accessing Data Cells ? Getting Info About a Data Frame ? Selecting Columns in Data Frames ? Selecting Rows in Data Frames ? Getting a Subset of a Data Frame ? Sorting (ordering) Data in Data Frames by Attribute(s) ? Editing Data Frames ? The str() Function ? Type Conversion (Coercion) ? The summary() Function ? Checking an Object's Type ? Summary Extending R ? The Base R Packages ? Loading Packages ? What is the Difference between Package and Library? ? Extending R ? The CRAN Web Site ? Extending R in R GUI ? Extending R in RStudio ? Installing and Removing Packages from Command-Line ? Summary Read-Write and Import-Export Operations in R ? Reading Data from a File into a Vector ? Example of Reading Data from a File into A Vector ? Writing Data to a File ? Example of Writing Data to a File ? Reading Data into A Data Frame ? Writing CSV Files ? Importing Data into R ? Exporting Data from R ? Summary Statistical Computing Features in R ? Statistical Computing Features ? Descriptive Statistics ? Basic Statistical Functions ? Examples of Using Basic Statistical Functions ? Non-uniformity of a Probability Distribution ? Writing Your Own skew and kurtosis Functions ? Generating Normally Distributed Random Numbers ? Generating Uniformly Distributed Random Numbers ? Using the summary() Function ? Math Functions Used in Data Analysis ? Examples of Using Math Functions ? Correlations ? Correlation Example ? Testing Correlation Coefficient for Significance ? The cor.test() Function ? The cor.test() Example ? Regression Analysis ? Types of Regression ? Simple Linear Regression Model ? Least-Squares Method (LSM) ? LSM Assumptions ? Fitting Linear Regression Models in R ? Example of Using lm() ? Confidence Intervals for Model Parameters ? Example of Using lm() with a Data Frame ? Regression Models in Excel ? Multiple Regression Analysis ? Summary Data Manipulation and Transformation in R ? Applying Functions to Matrices and Data Frames ? The apply() Function ? Using apply() ? Using apply() with a User-Defined Function ? apply() Variants ? Using tapply() ? Adding a Column to a Data Frame ? Dropping A Column in a Data Frame ? The attach() and detach() Functions ? Sampling ? Using sample() for Generating Labels ? Set Operations ? Example of Using Set Operations ? The dplyr Package ? Object Masking (Shadowing) Considerations ? Getting More Information on dplyr in RStudio ? The search() or searchpaths() Functions ? Handling Large Data Sets in R with the data.table Package ? The fread() and fwrite() functions from the data.table Package ? Using the Data Table Structure ? Summary Data Visualization in R ? Data Visualization ? Data Visualization in R ? The ggplot2 Data Visualization Package ? Creating Bar Plots in R ? Creating Horizontal Bar Plots ? Using barplot() with Matrices ? Using barplot() with Matrices Example ? Customizing Plots ? Histograms in R ? Building Histograms with hist() ? Example of using hist() ? Pie Charts in R ? Examples of using pie() ? Generic X-Y Plotting ? Examples of the plot() function ? Dot Plots in R ? Saving Your Work ? Supported Export Options ? Plots in RStudio ? Saving a Plot as an Image ? Summary Using R Efficiently ? Object Memory Allocation Considerations ? Garbage Collection ? Finding Out About Loaded Packages ? Using the conflicts() Function ? Getting Information About the Object Source Package with the pryr Package ? Using the where() Function from the pryr Package ? Timing Your Code ? Timing Your Code with system.time() ? Timing Your Code with System.time() ? Sleeping a Program ? Handling Large Data Sets in R with the data.table Package ? Passing System-Level Parameters to R ? Summary Lab Exercises Lab 1 - Getting Started with R Lab 2 - Learning the R Type System and Structures Lab 3 - Read and Write Operations in R Lab 4 - Data Import and Export in R Lab 5 - k-Nearest Neighbors Algorithm Lab 6 - Creating Your Own Statistical Functions Lab 7 - Simple Linear Regression Lab 8 - Monte-Carlo Simulation (Method) Lab 9 - Data Processing with R Lab 10 - Using R Graphics Package Lab 11 - Using R Efficiently
Get ready for an exceptional online learning experience with the Game Development: Game Design, UX, Java, HTML & CSS bundle! This carefully curated collection of 20 premium courses is designed to cater to a variety of interests and disciplines. Dive into a sea of knowledge and skills, tailoring your learning journey to suit your unique aspirations. The Game Development: Game Design, UX, Java, HTML & CSS is a dynamic package, blending the expertise of industry professionals with the flexibility of digital learning. It offers the perfect balance of foundational understanding and advanced insights. Whether you're looking to break into a new field or deepen your existing knowledge, the Game Design & Game Development package has something for everyone. As part of the Game Development: Game Design, UX, Java, HTML & CSS package, you will receive complimentary PDF certificates for all courses in this bundle at no extra cost. 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Master English grammar with a focus on spelling and punctuation. This course helps you refine your writing skills, ensuring clear and error-free communication.
Get well-versed with JavaScript by working through 3 real-world projects and 80 programming challenges, along with exploring ES6 and ES7
Get ready for an exceptional online learning experience with the Hospitality Management Courses for Hospitality Managers bundle! This carefully curated collection of 30 premium courses is designed to cater to a variety of interests and disciplines. Dive into a sea of knowledge and skills, tailoring your learning journey to suit your unique aspirations. The Hospitality Management Courses for Hospitality Managers is a dynamic package that blends the expertise of industry professionals with the flexibility of digital learning. It offers the perfect balance of foundational understanding and advanced insights. Whether you're looking to break into a new field or deepen your existing knowledge, the Hospitality Management package has something for everyone. As part of the Hospitality Management Courses for Hospitality Managers package, you will receive complimentary PDF certificates for all courses in this bundle at no extra cost. 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Certificates CPD Quality Standard Certificate Digital certificate - Included 30 CPD Accredited Digital Certificates and A Hard Copy Certificate
In the vibrant and evolving world of creative arts and interior design, our "Painting and Decorating" bundle opens doors to a myriad of opportunities. This industry, constantly influenced by changing trends and consumer demands, offers a rich landscape for those equipped with the right skills and knowledge. Our 30 premium courses bundle selection is designed to position learners at the forefront of these developments, enabling them to seize opportunities in various domains such as traditional and digital painting, interior design, and home improvement. As the market expands to include sustainable design and innovative decorating techniques, participants of this bundle will find themselves well-prepared to navigate and excel in this dynamic field, capitalising on the growing demand for skilled professionals in the painting and decorating industry. 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Embrace the future of learning with Painting and Decorating, a rich anthology of 30 diverse courses. Each course in the Painting and Decorating bundle is handpicked by our experts to ensure a wide spectrum of learning opportunities. This Painting and Decorating bundle will take you on a unique and enriching educational journey. The bundle encapsulates our mission to provide quality, accessible education for all. Whether you are just starting your career, looking to switch industries, or hoping to enhance your professional skill set, the Painting and Decorating bundle offers you the flexibility and convenience to learn at your own pace. Make the Painting and Decorating package your trusted companion in your lifelong learning journey. CPD 300 CPD hours / points Accredited by CPD Quality Standards Who is this course for? 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Getting Started The CMI Level 2 Diploma in Team Leading covers team-leading skills and knowledge and is designed for practising or aspiring team leaders who wish to develop their knowledge and team-leading skills. A wide range of units allows individuals and employers to tailor the elements and size of the qualification to their needs specifically. The CMI Level 2 Diploma in Team Leading is a broad and extensive learning course that gives you an extensive knowledge of core team-leading skills while focusing on the specific leadership areas appropriate to you and your workplace. You'll have a wide range of units to choose from, and depending on your career goals, you can select the modules that will be most effective for your progression. Key Benefits This course will bring you many vital benefits, such as; Development of your skills in effective team leading Ensuring teams can meet organisational objectives Improve problem-solving skills Effective decision making Develop your knowledge of the roles and responsibilities of a team leader Key Highlights Are you a practising or aspiring team leader who wishes to develop team-leading skills and knowledge? Then, the CMI Level 2 qualification in Team Leading is the ideal starting point for your career journey. Remember! The assessment for the qualification is done based on assignments only, and you do not need to worry about writing any exam. With the School of Business and Technology London, you can complete the qualification at your own pace, choosing online or blended learning from the comfort of your home. Learning and pathway materials and study guides developed by our CMI-approved tutors will be available around the clock in our cutting-edge learning management system. Most importantly, at the School of Business and Technology London, we will provide you with comprehensive tutor support through our dedicated support desk. If you choose your course with blended learning, you will also enjoy live sessions with an assigned tutor, which you can book at your convenience. Career Pathways The CMI Level 2 Team Leading can open many career pathways including, but not limited to: Team Leader, with an estimated average salary of £27,835 per annum Supervisor, with an estimated average salary of £22,480 per annum Team Coordinator, with an estimated average salary of £25634 per annum About Awarding Body Chartered Management Institute established over 60 years ago as the British Institute of Management back then; it has developed the UK's very first diploma in management studies. In the years that followed CMI has consistently been at the forefront of all aspects of management and leadership. Today CMI is the only chartered professional awarding body committed to offering the highest standards in management and leadership excellence. Presently over 100,000 managers use its unique services daily. CMI qualifications aim for managers and leaders at any level, and it remains the only Awarding Body which can award Chartered Manager status - the ultimate management accolade. Employers highly value the qualifications awarded by CMI, and boost your career prospects. What is included? Learn 100% online at your own pace Dedicated support from expert tutors Dedicated Support Desk Portal: You can raise queries, request tutor support and ask for a call back whenever you need guidance and assistance. Elevate Knowledge: Your tutors will provide formative assessment feedback for each module, helping you improve your achievements throughout the program Schedule online personal tutor meetings whenever you want, which will help you get the most out of your studies and provide guidance, support and encouragement 12 months support period 24-hour access to the online learning platform 'MyLearnDirect' Schedule live online classes for each module at your convenience. (Blended learning only) Quality learning resources and study guides developed by CMI-approved tutors. All assessment materials are conveniently accessible through the online learning platform 'MyLearnDirect' Induction: We offer online and flexible learning induction to help you settle in and prepare for your online studies Access to CMI Management Direct. It has 100,000s of reliable and validated management and leadership resources, including company and industry reports, videos, checklists, E-books, and journals. You have access to CMI Membership and Support for the duration of your study. Assessment For each module you study, you will complete a written assignment of 1500 to 2,000 words and submit it online at your MyLearnDirect learning portal. The submitted assignments will be assessed by your CMI-approved tutor. Entry Requirements This course is designed for practising or aspiring team leaders who wish to develop their knowledge and team-leading skills. You don't need any formal qualifications to study this course. However, to be eligible for this course, you must: Be 18 years of age and over Possess the ability to complete the Level 2 course Our friendly admissions advisors will provide the best advice, considering your needs and goals. Progression On successful completion of a Level 2 qualification in Team Leading, a number of progression opportunities become available: Enhance your professional status by upgrading your CMI membership Progress to other qualifications at the same level (e.g. from Level 2 Award to Level 2 Certificate Etc.) Progress to other qualifications at the next level (e.g. from Level 2 Certificate to Level 3 Certificate) Why gain a CMI Qualification? This course is perfect for you if you are a current or aspiring team leader and want to take your career to the next level. You will develop extensive knowledge of core team-leading skills while focusing on the specific leadership areas appropriate to you and your workplace. This course is designed for team leaders; to support the development of their skills in leading a team, making sure that team's work achieves organisational objectives, and contributing to planning, problem solving and decision making. Upon completing this course, you can progress to: CMI Level 3 Qualifications in First Line Management CMI Level 3 Coaching and Mentoring Studying for a CMI qualification offers you more than just academic standing. When you enrol with us for the CMI Level 2 Diploma in Team Leading, you will have access to CMI Membership and Support for the duration of your study alongside your qualification. CMI graduates achieve remarkable things: 72% agree that their CMI qualification gave them a competitive edge in the job application process. 89% agree they use the skills learnt on their accredited qualification in their current role. 88% agree that the accredited qualification gave them good career prospects. Recent CMI graduates earn a median of 28k compared to just 21k for a typical business studies graduate. Employers highly value the qualifications awarded by CMI, and over 80% of managers agree that a CMI qualification is essential to becoming a professional manager. Learners need to complete all Group A units and any combination of units to a minimum of 5 credits from Group B. Learners need to complete a total of 38 credits to achieve this qualification. The minimum Total Qualification Time is 380 hours, including 115 Guided Learning Hours. Learners must request before enrolment to interchange unit(s) other than the preselected units shown in the SBTL website because we need to make sure the availability of learning materials for the requested unit(s). SBTL will reject an application if the learning materials for the requested interchange unit(s) are unavailable. Learners are not allowed to make any request to interchange unit(s) once enrolment is complete. UNIT1- Controlling resources Reference No : Unit 2004V1 Credit : 6 || TQT : 60 LEARNING OUTCOMES 1. Be able to identify and source resources needed to achieve team objectives. 2. Be able to manage the resources effectively and efficiently to achieve team objectives. 3. Be able to identify and reduce resource wastage. UNIT2- Communicating with a team Reference No : Unit 2002V1 Credit : 5 || TQT : 50 LEARNING OUTCOMES 1. Understand the role of communication in leading a team. 2. Understand how to organise team briefings. 3. Understand how to lead team briefings. UNIT3- Personal development as a team leader Reference No : Unit 2001V1 Credit : 6 || TQT : 60 LEARNING OUTCOMES 1. Be able to identify work objectives and the skills and knowledge required to meet them. 2. Be able to agree, implement and review the development plan to meet work objectives. 3. Understand team leader's responsibility for welfare in the work area. UNIT4- Building work relationships Reference No : Unit 2005V1 Credit : 5 || TQT : 50 LEARNING OUTCOMES 1. Understand how to communicate and maintain working relationships with the manager. 2. Understand how to develop work relationships outside the team. UNIT5- Developing team needs Reference No : Unit 2006V1 Credit : 6 || TQT : 60 LEARNING OUTCOMES 1. Understand how to plan and implement induction for a new team member. 2. Understand how to identify and plan the training needs of team members. 3. Be able to train a team member to carry out a task. UNIT6- Providing customer service Reference No : Unit 2007V1 Credit : 5 || TQT : 50 LEARNING OUTCOMES 1. Be able to identify the team's customers and the level of service required. 2. Be able to identify and resolve customer service issues. UNIT7- Monitoring team performance Reference No : Unit 2003V1 Credit : 5 || TQT : 50 LEARNING OUTCOMES 1. Understand the team objective(s) and plan for achievement. 2. Be able to plan to achieve team objective(s). 3. Be able to monitor and review the team's performance. Delivery Methods School of Business & Technology London provides various flexible delivery methods to its learners, including online learning and blended learning. Thus, learners can choose the mode of study as per their choice and convenience. The program is self-paced and accomplished through our cutting-edge Learning Management System. Learners can interact with tutors by messaging through the SBTL Support Desk Portal System to discuss the course materials, get guidance and assistance and request assessment feedbacks on assignments. We at SBTL offer outstanding support and infrastructure for both online and blended learning. We indeed pursue an innovative learning approach where traditional regular classroom-based learning is replaced by web-based learning and incredibly high support level. Learners enrolled at SBTL are allocated a dedicated tutor, whether online or blended learning, who provide learners with comprehensive guidance and support from start to finish. The significant difference between blended learning and online learning methods at SBTL is the Block Delivery of Online Live Sessions. Learners enrolled at SBTL on blended learning are offered a block delivery of online live sessions, which can be booked in advance on their convenience at additional cost. These live sessions are relevant to the learners' program of study and aim to enhance the student's comprehension of research, methodology and other essential study skills. We try to make these live sessions as communicating as possible by providing interactive activities and presentations. Resources and Support School of Business & Technology London is dedicated to offering excellent support on every step of your learning journey. School of Business & Technology London occupies a centralised tutor support desk portal. Our support team liaises with both tutors and learners to provide guidance, assessment feedback, and any other study support adequately and promptly. Once a learner raises a support request through the support desk portal (Be it for guidance, assessment feedback or any additional assistance), one of the support team members assign the relevant to request to an allocated tutor. As soon as the support receives a response from the allocated tutor, it will be made available to the learner in the portal. The support desk system is in place to assist the learners adequately and streamline all the support processes efficiently. Quality learning materials made by industry experts is a significant competitive edge of the School of Business & Technology London. Quality learning materials comprised of structured lecture notes, study guides, practical applications which includes real-world examples, and case studies that will enable you to apply your knowledge. Learning materials are provided in one of the three formats, such as PDF, PowerPoint, or Interactive Text Content on the learning portal. Management Direct As part of the program, you will get access to CMI Management Direct, which provides a rich foundation of management and resource for students. The Management Direct is packed with content, including: E-Books Articles Leader videos Idea for leaders Models and so much more... How does the Online Learning work at SBTL? We at SBTL follow a unique approach which differentiates us from other institutions. Indeed, we have taken distance education to a new phase where the support level is incredibly high.Now a days, convenience, flexibility and user-friendliness outweigh demands. Today, the transition from traditional classroom-based learning to online platforms is a significant result of these specifications. In this context, a crucial role played by online learning by leveraging the opportunities for convenience and easier access. It benefits the people who want to enhance their career, life and education in parallel streams. SBTL's simplified online learning facilitates an individual to progress towards the accomplishment of higher career growth without stress and dilemmas. How will you study online? With the School of Business & Technology London, you can study wherever you are. You finish your program with the utmost flexibility. You will be provided with comprehensive tutor support online through SBTL Support Desk portal. How will I get tutor support online? School of Business & Technology London occupies a centralised tutor support desk portal, through which our support team liaise with both tutors and learners to provide guidance, assessment feedback, and any other study support adequately and promptly. Once a learner raises a support request through the support desk portal (Be it for guidance, assessment feedback or any additional assistance), one of the support team members assign the relevant to request to an allocated tutor. As soon as the support receive a response from the allocated tutor, it will be made available to the learner in the portal. The support desk system is in place to assist the learners adequately and to streamline all the support process efficiently. Learners should expect to receive a response on queries like guidance and assistance within 1 - 2 working days. However, if the support request is for assessment feedback, learners will receive the reply with feedback as per the time frame outlined in the Assessment Feedback Policy.
Boost Your Career By Enrolling In This TEFL (TESOL Training) Bundle To Overcome Your Challenges! TEFL (TESOL Training) 5 in 1 Bundle Improve your knowledge and enhance your skills to succeed with this TEFL (TESOL Training) bundle. This TEFL (TESOL Training) bundle is designed to build your competent skill set and enable the best possible outcome for your future. Our bundle is ideal for those who aim to be the best in their fields and are always looking to grow. Our TEFL (TESOL Training) Bundle Contains 5 of Our Premium Courses for One Discounted Price: Course 01: 120 Hours TEFL (TESOL) Masterclass Course 02: Introduction to English Spelling, Punctuation, and Grammar Training Course 03: Teaching Phonics Course 04: Remote Teaching Strategies Course 05: Complete Communication Skills Master Class All the courses under this TEFL (TESOL Training) bundle are split into a number of expertly created modules to provide you with an in-depth and comprehensive learning experience. Upon successful completion of the TEFL (TESOL Training) bundle, an instant e-certificate will be exhibited in your profile that you can order as proof of your new skills and knowledge. Stand out from the crowd and get trained for the job you want. With this comprehensive TEFL (TESOL Training) bundle, you can achieve your dreams and train for your ideal career. This TEFL (TESOL Training) bundle covers essential aspects in order to progress in your chosen career. Why Prefer Us? All-in-one package of 5 premium courses' TEFL (TESOL Training) bundle Earn a certificate accredited by CPD QS. Get a free student ID card! (£10 postal charges will be applicable for international delivery) Globally accepted standard lesson planning Free Assessments 24/7 tutor support. Start your learning journey straightaway! Course Curriculum **120 Hours TEFL (TESOL) Masterclass** Module 01: Introduction to English Language Teaching & Learning Module 02: Linguistics Module 03: English Pronunciation Module 04: Teaching Grammar and Vocabulary Module 05: Language Teaching Methodologies Module 06: Teaching Receptive Skills: Reading Module 07: Teaching Productive Skills: Writing Module 08: Teaching Receptive Skills: Listening Module 09: Teaching Productive Skills: Speaking Module 10: Lesson Planning and Creating Materials Module 11: Use of Games and Activities Module 12: Technology in Second Language Teaching & Learning Module 13: Classroom Management and Student Motivation Module 14: Teaching English: Situational Approach Module 15: Professional Development and Employment Assessment Process Once you have completed all the courses in the TEFL (TESOL Training) bundle, you can assess your skills and knowledge with an optional assignment. Our expert trainers will assess your assignment and give you feedback afterwards. Show off Your New Skills with a Certificate of Completion Upon passing the bundle, you need to order to receive a certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD QS. On the other hand, it will help your continued professional development. You can order your PDF certificates at the cost of £10 (for each course) and £29 for a hard copy certificate, or both for £39. CPD 50 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This TEFL (TESOL Training) bundle is suitable for everyone. Requirements You will not need any prior background or expertise. Career path This TEFL (TESOL Training) bundle will allow you to kickstart or take your career in the related sector to the next stage. Certificates CPD Accredited Digital certificate Digital certificate - £10 CPD Accredited Hard copy certificate Hard copy certificate - £29 If you are an international student, you will be required to pay an additional fee of 10 GBP for international delivery, and 4.99 GBP for delivery within the UK, for each certificate