2296 Courses in Cardiff delivered Online

Overview This comprehensive course on Writing a Research Paper in Law and Humanities will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Writing a Research Paper in Law and Humanities 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? At the end of the course there will be an online written test, which you can take either during or after the course. After successfully completing the test you will be able to order your certificate, these are included in the price. Who is This course for? There is no experience or previous qualifications required for enrolment on this Writing a Research Paper in Law and Humanities. It is available to all students, of all academic backgrounds. Requirements Our Writing a Research Paper in Law and Humanities 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 5 sections • 12 lectures • 01:23:00 total length •Introduction: 00:03:00 •What is Research: 00:05:00 •The Scientific Method: 00:09:00 •Legal Research: 00:23:00 •Writing the abstract: 00:06:00 •Demo: How does an abstract look like: 00:12:00 •How long should it take?: Planning the timescale: 00:03:00 •Table of Contents: A working hypothesis: 00:08:00 •Where to start?: Reading or Writing: 00:02:00 •Parting tip: Index Cards: 00:06:00 •Writing the paper: 00:06:00 •Assignment -Writing a Research Paper in Law and Humanities: 00:00:00

Need to brush up on your English and Maths without dusting off your old school uniform? This course gives you a clear, no-fuss way to sharpen your skills from home. Whether you're aiming to boost your CV, apply for further study, or just want to feel a bit more confident with numbers and words, Functional Skills English Level 2 and Functional Skills Maths Level 2 are smart moves. You won’t find any long-winded lectures here—just straightforward learning that actually makes sense. Built for busy people with real lives, this course is designed to slot into your day without causing a headache. You’ll work at your own pace, sharpen your English and Maths with practical, everyday uses, and walk away knowing you’ve got what you need for work, further education or daily life. Employers across the UK recognise these qualifications, so if your calculator’s been gathering dust and you still mix up “there,” “their,” and “they’re,” now’s your chance to change that—with zero fluff and no gimmicks. This bundle includes the following courses: Course 01: Functional Skills English Level 2 Course 02: Functional Skills Maths level 2 Key Features The key features of this Functional Skills English Level 2 & Functional Skills Maths Level 2 course are below: Accredited by CPD Instant e-certificate Fully online, interactive Functional Skills English and Maths Level 2 course Self-paced learning and laptop, tablet, smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases Enrol now in this Functional Skills English Level 2 & Functional Skills Maths Level 2 course to excel! How You will be Benefited from Functional Skills English Level 2 & Functional Skills Maths Level 2 All through this self-paced training, you will get engaging learning materials and acquire the necessary knowledge to work with various concepts to gain a competitive advantage in the employment market. Course Curriculum : Functional Skills English Level 2 Module 01: Linguistics Module 02: Teaching Grammar and Vocabulary Module 03: The Basics of Sentence Module 04: Structure of Sentence Module 05: Question Module 06: Punctuation & Capitalisation Module 07: Spelling Module 08: English Pronunciation Module 09: Teaching Receptive Skills: Reading Module 10: Teaching Productive Skills: Writing Module 11: Teaching Receptive Skills: Listening Module 12: Teaching Productive Skills: Speaking Functional Skills Maths Level 2 Integers ( Directed Numbers) Factors and Multiples Fractions Simplification Rule : BODMAS Decimal numbers Rational Numbers Approximation Estimation and Scientific Notation or Standard form Percentage Ratio and Proportion Unitary Method and its Applications Profit , Loss, discount and Tax Learning Outcomes Increase your knowledge of English linguistics Learn on how to teach grammar and vocabulary Understand punctuation, capitalisation and spelling Develop the abilities required for teaching reading, writing, listening and speaking skill Understand in-depth of integers, factors and multiples Learn the classification of fractions Improve your knowledge on decimal numbers and rational numbers Accreditation All of our courses included in this Functional Skills English Level 2 & Functional Skills Maths Level 2 bundle are fully accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Certification Once you've successfully completed your Functional Skills English Level 2 & Functional Skills Maths Level 2 course, you will immediately be sent digital certificates for the bundle courses. CPD 20 CPD hours / points Accredited by The CPD Quality Standards Who is this course for? This Functional Skills English Level 2 & Functional Skills Maths Level 2 course can be taken by anyone who wants to understand more about the topic. With the aid of this course, you will be able to grasp the fundamental knowledge and ideas. Additionally, this course is ideal for: Individuals seeking versatile communication and analytical skills enhancement. Job aspirants aiming to strengthen numerical and literacy proficiency. Those wanting to refine problem-solving abilities for various contexts. Students desiring a comprehensive skill set for future academic pursuits. Professionals looking to boost communication and analytical capabilities in their careers. Requirements There are no formal requirements for this Functional Skills English Level 2 & Functional Skills Maths Level 2 bundle courses to be enrolled. Career path After completing this Functional Skills English Level 2 & Functional Skills Maths Level 2 Course you will have a variety of careers to choose from. The following job sectors of Functional Skills English Level 2 & Functional Skills Maths Level 2 are: Data Analyst Administrative Assistant Retail Supervisor Customer Service Representative Teaching Assistant Logistics Coordinator Certificates Digital certificate Digital certificate - Included Once you've successfully completed your course, you will immediately be sent a FREE digital certificate. Hard copy certificate Hard copy certificate - Included Also, you can have your FREE printed certificate delivered by post (shipping cost £3.99 in the UK). For all international addresses outside of the United Kingdom, the delivery fee for a hardcopy certificate will be only £10. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

You may have heard of Dyslexia often around the UK, but how much do you know about this word? Do you know it is a common disease, and anyone can have this illness without being aware of it? The Dyslexia Awareness training - CPD certified online course will educate you about this disease in detail. This Course at a Glance In the dyslexia awareness training course, the learners will be able to learn the following: Get introduced to Dyslexia. Learn the cause of Dyslexia. Understand How It Feels to Be a Dyslexic. Discover the Characteristics of the Dyslexic Brain and more. Obtain a CPD UK accredited certificate. Learn through engaging video-based training sessions. Continuous tutor support is available 24/7. Dyslexia Awareness Training - CPD Certified Online Course Overview The Dyslexia Awareness Training is developed to raise awareness all around the UK and worldwide. This course will help the learners to identify dyslexia disease. It will teach the learners how to overcome this illness as well. The dyslexia training course will increase learners' knowledge of this issue by openly discussing dyslexia's causes, characteristics, and more. Overall, this course will help you to open your eyes to see the issue that has been unnoticed for a while. You will learn about dyslexia and, at the same time, gain a valuable certificate to join this precious course on Dyslexia. The course is accredited by CPD UK, valued by employers, professional organisations, and academic institutions. Your training provider can advise you on any further recognition, for example, progression routes into further and higher education. For details, please visit the Learner FAQs on our website.  Who should take this course? The dyslexia awareness training course is designed for the following: Any individual who wishes to work as a social worker. Any person who wants to enhance their general knowledge. Parents and caregivers can do this course. Any medical student who wishes to learn every type of disease. The psychologist, therapist, and school teacher as well. Entry Requirements The Dyslexia Awareness Training - CPD Certified Online Course requires no academic qualification. It is accessible to students from diverse backgrounds, and students enthusiastic about learning new things will primarily benefit. However, You need a laptop, desktop, tablet, or smartphone and a reliable internet connection to enter this course on gardening. Assessment On the assessment round, you will participate in the MSQ test to examine your learning from this course. After completing the gardening course's all modules, learners must answer MCQs to complete the assessment procedure. The MCQ test measures how much a learner can grasp from each section. In the assessment test, you must get 60% as a pass mark. Course Curriculum Introduction - What is Dyslexia? ● Meaning of Dyslexia ● Some Important Points Regarding Dyslexia Causes of Dyslexia Main reason for dyslexia is reduced phonological awareness - poorer ability to identify, differentiate and manipulate sounds and to learn how sounds correspond to letters. Identification of Dyslexia ● Signs of Dyslexia Other Learning Difficulties with Dyslexia ● Dyspraxia ● ADHD - Attention Deficit and Hyperactivity Disorder ● Dyscalculia ● Asperger's Syndrome How Does It Feel to Be a Dyslexic ● Difficulties Faced by Dyslexics The Characteristics of the Dyslexic Brain ● An Inefficient Short-Term Memory System, Sometimes Also Called the Working Memory ● A Difficulty in Processing Sounds and Making Sense of Them ● Difficulties with Co-ordination and Motor Skills ● Difficulties with Visual Processing Assessment for Dyslexia ● How does the Assessment Report Prove that you are Dyslexic? ● How does it relate to you? ● The Language of the Assessment ● Responses to having a Diagnostic Assessment ● Some Considerations About Using Your Report Dyslexia in the School or Any Educational Setting ● Problems with Reading ● Problems with Writing Dyslexia in the Workplace ● Understanding Dyslexia Discrimination ● How to Deal with Dyslexia at Work ● Dyslexia Friendly Training ● Dyslexia Friendly Teaching Treatment of Dyslexia ● Is There Help for Dyslexia? ● Education Intervention ● Dyslexia Resources and Technological Techniques ● Psychological Counselling ● Dyslexia in Adults Teaching Dyslexics in Dyslexia-Friendly Learning Environment ● Accommodating Dyslexic Learning Differences in The Classroom ● Best Practices to Help Dyslexic Learners Overcome Difficulties  Teaching Tools  Day-To-Day Teaching Methods  Classroom Management Dyslexia Strengths and Rewards ● Innovative Thinking ● Problem Solving ● Empathy ● Determination ● Reasoning ● Three-Dimensional Thinking ● Storytelling Legal Rights of Dyslexics ● Legislation ● The Equality Act 2010 ● The Equality Act 2010 ● Public Sector Equality Duty Conclusion Recognised Accreditation CPD Certification Service CPD stands for Continuing Professional Development. This term refers to learning activities that professionals undertake to improve their skills and capabilities. Employers and professional organizations globally recognize CPD UK. Thus, a certificate from CPD Certification Service creates value for your professional goal and achievement. Certificate of Achievement Certificate of Achievement from Lead Academy After successfully passing the MCQ exam, you can order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. The certificate can be obtained in PDF version for £12, and there is an additional fee to receive a printed copy certificate which is £35. FAQs What is Dyslexia? Dyslexia is a brain disorder where the affected people have learning issues that include reading, writing, and spelling problems. Is Dyslexia common in the UK? You will be shocked when you know that over 6.3 million people have dyslexia started by the British Dyslexia Association. What is the possible career path after doing this course? You can pursue various careers after this course, such as working as a social worker, in an international NGO, and more. What causes Dyslexia? Scientists have found many reasons that trigger this issue, but you will learn extensively all causes of brain disorders in the course. So, get enrolled to expand your learning. Can this disease easily be identified? Not really. This illness is only easily identified if it is several. Most of the time, people can not understand the issue and instead treat these kinds of learning difficulties as a minor issue for students. How will I purchase this course? First, select your desired course plan among the multiple existing course plans on the right side of your screen, then select the payment type, and once you made the payment, you can access the course any time you want. I made my payment. How will I get access to the Dyslexia Awareness Training course? A confirmation email will be sent to your registered email after payment. Hereafter anytime, you can start your learning journey with Lead Academy. I am from outside the UK. Will I get access to the Course? Yes, you can. Since it is an e-learning course, anyone from anywhere can enrol in our courses. What is an Accredited course? The professional body approves the procedures if any e-learning platform claims its courses are accredited. What is the benefit of doing an accredited course? You will only realize the benefit of having a CPD-accredited certificate once you face the corporate world. As employees, job places, and more value the CPD-accredited certificate, you must own this certificate by doing the course with us. What do you mean by a CPD course? CPD refers to Continuing Professional Development, and the CPD-accredited course is developed for individuals who want to improve and update their skills within their professional field continuously. This certificate claims that the certificate holder's knowledge is up-to-date in their work area.

Description: Learn essential skills for teaching Phonics with the Teaching Phonics Course course. The teaching method of reading and writing by developing learners' phonemic awareness is known as phonics. The course is designed for the teachers who want to teach phonics to the kids to guide them to read and write. The course starts by explaining the definition of phonics which will be followed by the discussion on English Phonics and the techniques of teaching the phonics named Jollyphonics to the young learners. You will learn how to motivate your students and how to deal with the students with Dyslexia. The course also covers the techniques of teaching phonics to the parents. By the end of the course, you will be able to teach phonics to the kids, other teachers and parents and able to work confidently in the area. Assessment: This course does not involve any MCQ test. Students need to answer assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Once the answers are submitted, the instructor will check and assess the work. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Teaching Phonics Course is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Teaching Phonics Course is fully compatible with any kind of device. Whether you are using Windows computer, 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 After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Teaching Phonics Module 1: Introduction to Phonics Education 00:14:00 Module 2. Role of Early Phonics Teaching 00:27:00 Module 3. Career as Phonics Teacher 00:18:00 Module 4. Teaching Phonics 00:22:00 Module 5 Jolly Phonics 00:20:00 Module 6. Involving Parents and Carers 00:18:00 Module 7. Speaking and Phonological Awareness 00:27:00 Module 8. Systematic Assessment and Record Keeping 00:27:00 Module 9. Meeting Individual Needs 00:32:00 Module 10. Cognitive Approaches in Dyslexia 00:16:00 Module 11. Phonics for Deaf Children 00:32:00 Module 12. Teaching Higher Level of Phonics 00:26:00 Assessment Assignment - Teaching Phonics Course 00:00:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

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

Essentials of Teaching for TESOL Teachers is yet another 'Teacher's Choice' course from Teachers Training for a complete understanding of the fundamental topics. You are also entitled to exclusive tutor support and a professional CPD-accredited certificate in addition to the special discounted price for a limited time. Just like all our courses, this Essentials of Teaching for TESOL Teachers and its curriculum have also been designed by expert teachers so that teachers of tomorrow can learn from the best and equip themselves with all the necessary skills. Consisting of several modules, the course teaches you everything you need to succeed in this profession. The course can be studied part-time. You can become accredited within 4 hours studying at your own pace. Your qualification will be recognised and can be checked for validity on our dedicated website. Why Choose Teachers Training Some of our website features are: This is a dedicated website for teaching 24/7 tutor support Interactive Content Affordable price Courses accredited by the UK's top awarding bodies 100% online Flexible deadline Entry Requirements No formal entry requirements. You need to have: Passion for learning A good understanding of the English language Be motivated and hard-working over the age of 16. Assessment The assessment is straightforward, you need to complete the assignment questions that will be provided to you at the end of the course, you can complete the assignment anytime you want. After you complete and submit your assignment, our tutors will assess your assignment and give you feedback if needed.  After your assignment has been assessed and you have passed, you will be qualified and will be able to apply for a course completion certificate. Certification CPD Certification from The Teachers Training Successfully completing the MCQ exam of this course qualifies you for a CPD-accredited certificate from The Teachers Training. You will be eligible for both PDF copy and hard copy of the certificate to showcase your achievement however you wish. You can get your digital certificate (PDF) for £4.99 only Hard copy certificates are also available, and you can get one for only £10.99 You can get both PDF and Hard copy certificates for just £12.99! The certificate will add significant weight to your CV and will give you a competitive advantage when applying for jobs. Essentials of Teaching for TESOL Teachers English Pronunciation 00:30:00 Teaching Grammar and Vocabulary 00:33:00 Language Teaching Methodologies 00:23:00 Teaching Receptive Skills Reading 00:16:00 Teaching Productive Skills Writing 00:13:00 Teaching Receptive Skills Listening 00:14:00 Teaching Productive Skills Speaking 00:14:00 Lesson Planning and Creating Materials 00:28:00 Classroom Management and Student Motivation 00:30:00 Teaching English Situational Approach 00:35:00 Assignment Assignment - Essentials of Teaching for TESOL Teachers 00:00:00

Whether you're a beginner or looking to enhance your skills, this course immerses you in the beauty of the Spanish language. Learn grammar, vocabulary, and cultural nuances while engaging in interactive sessions with this Cambridge self-paced course from Spark Generation. Open the door to new worlds and connect globally with your newfound proficiency in Spanish.

Driver Safety Awareness Certificate Overview Ever feel a little nervous behind the wheel? Imagine cruising the roads with confidence, knowing you have the skills to handle any situation. The Driver Safety Awareness Certificate equips you with the knowledge and techniques to become a safe and responsible driver. This program dives deep into the essentials of safe driving on UK roads. Learn to navigate traffic signs and markings with ease. Master the art of pre-drive vehicle checks, ensuring your car is in tip-top shape before hitting the road. Develop defensive driving tactics that keep you in control, even in challenging situations. The program even explores the impact of health on driving performance and equips you with the knowledge to handle breakdowns and accidents calmly. By the end of this course, you'll be a more confident and capable driver, ready to tackle any journey with peace of mind. The Driver Safety Awareness Certificate is your gateway to a lifetime of safe and enjoyable driving experiences. Why You Should Choose Driver Safety Awareness Certificate Lifetime access to the course No hidden fees or exam charges CPD Accredited 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? Driver Safety Awareness Certificate is CPD certified and IAO accredited. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic backgrounds. Requirements Our Driver Safety Awareness Certificate is fully compatible with any kind of device. Whether you are using Windows computer, 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 You will be ready to enter the relevant job market after completing this course. You will be able to gain necessary knowledge and skills required to succeed in this sector. All our Diplomas' are CPD and IAO accredited so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume. Driver Safety Awareness Certificate Introduction to Safe Driving 00:13:00 Reading the Signals and Marks on the Road 00:21:00 Pre-Journey Safety Check (Vehicle and Driver) 00:19:00 Safe Driving Tactics for Driving in the UK 00:11:00 Driving in Poor Condition 00:15:00 Driving and Human Health 00:15:00 In the Events of Accidents and Breakdowns 00:17:00 Laws and Policies Involving Road Safety 00:28:00

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

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