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
Discover the key role of a Property Coordinator in ensuring seamless real estate operations. Explore responsibilities such as property maintenance, tenant communication, and logistical coordination. Learn how a skilled Property Coordinator enhances property value and tenant satisfaction, making them an indispensable asset in the dynamic world of real estate management
Our Public Speaking Presentation course concentrates more on teaching the essential skills and information for aspiring professionals. Study in your own time and at your own pace and impress audiences by delivering more powerful, significant presentations. The course structured into Public Speaking and Presentation Skills Training modules with expertly composed online study materials and video lessons, so you learn everything that you need to know to succeed in the long run. This Public Speaking and Presentation Skills Training will furnish you with the knowledge and understanding needed to design, organise and deliver a compelling speaking performance in a variety of environments. The course will also teach you how to increase your communication skills as well as understand and persuade your audience, fascinate them with a flawless presentation, and manage your body language correctly while speaking. Upon completion of the course, your new skills, abilities and credentials will boost your career for life and speak with more confidence, keep people engaged and entertained through the productive use of tone. The Public Speaking and Presentation Skills Training is organised into 4 modules and includes everything you need to become successful in this profession. To make this course more accessible for you, we have designed it for both part-time and full-time students. You can study at your own pace or become an expert in just 1 hours! If you require support, our experienced tutors are always available to help you throughout the comprehensive syllabus of this course and answer all your queries through email. Who is This Public Speaking and Presentation Skills Training for? Public Speaking and Presentation Skills Training is suitable for anyone who want to gain extensive knowledge, potential experience and professional skills in the related field. This course is designed by industry experts so you don't have to worry about the quality. Most importantly, this course does not require any experience or qualification to get enrolled. You will learn everything that is required from this course directly. This is a great opportunity for all student from any academic backgrounds to learn more on this subject. Why choose this course Earn an e-certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams. Course design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Certification After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. 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. Course Content Module 01: Quickly Become an Excellent Speaker and Presenter 2 Lectures Module 02: Concluding the Beginning of Your Public Speaking and Presenting Skills Journey Module 03: Passing the Ultimate Presentation Skills Test Module 04: The Successful Public Speaking and Presentation Skills Path
Become an accomplished project manager with our comprehensive online training program. Learn frameworks like Agile and Waterfall to expertly manage projects end-to-end. Gain skills in scheduling, budgeting, team leadership, and risk management. Earn a respected project management certification to advance your career.
The General Data Protection Regulation (GDPR) is designed to strengthen and unify the principles of data protection for all individuals within the European Union and the European Economic Area. The GDPR is an incredibly important change to data privacy regulations so understanding its correct implementation is vital for all UK businesses and organisations, and particularly for staff who regularly deal with personal data. This online course is designed specially for those front line staff and provides a clear introduction to the main elements of the GDPR, including compliance and the consequences of non-compliance. It explains the roles of key players - Data Protection Officers, Data Controllers, Data Protection Leads and Data Processors and covers the main categories of personal data, along with the six lawful bases for processing data, and how to audit the data your organisation holds. Other topics examined include the Seven Principles of the GDPR and the Eight Rights for Individuals, along with the importance of your Privacy Policy - how to construct one, and how to use it effectively when dealing with data subjects. Finally, there's important information on data breaches; how to avoid them, what to do if one is discovered and how to file a breach report
This course aims to equip participants with a thorough comprehension of Humanistic Therapy, focusing on key principles and techniques. By the end, participants will be adept at applying these methods to address various mental health challenges, enhancing their skills in fostering positive client-centered therapeutic relationships. After the successful completion of the course, you will be able to learn about the following: Gain an in-depth understanding of the core principles underlying Humanistic Therapy. Explore Carl Rogers' influential Humanistic Theory of Personality Development. Differentiate between the Ideal Self and Real Self-concepts within the context of Humanistic Therapy. Acquire proficiency in essential Humanistic Therapy techniques, including congruence, empathetic understanding, reflective listening, and unconditional positive regard. Apply Humanistic Therapy techniques to address specific mental health challenges, as demonstrated through examples like counseling for depression, anxiety, and guilt. This course covers the core principles of Humanistic Therapy, emphasizing Carl Rogers' influential Humanistic Theory of Personality Development. Participants will explore the nuances of Ideal Self and Real Self concepts and develop proficiency in crucial Humanistic Therapy techniques, including congruence, empathetic understanding, reflective listening, and unconditional positive regard. Practical examples will be used to illustrate the application of these techniques in addressing mental health challenges such as depression, anxiety, and guilt, ensuring participants gain practical skills for real-world therapeutic scenarios. This course invites participants to explore the fundamental aspects of Humanistic Therapy, delving into key principles and techniques grounded in Carl Rogers' Theory of Personality Development. Through an analysis of the dynamic interplay between the Ideal Self and the Real Self, participants will gain practical insights into Humanistic Therapy, illustrated by examples such as counseling for depression, anxiety, and guilt. Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Interacting with Lectures/Learning Components Watch this video to gain further insight. Principles, Techniques and Examples of Humanistic Therapy Self-paced pre-recorded learning content on this topic. Principles Techniques and Examples of Humanistic Therapy Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details. There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course.The certificate is designed to enhance the learner's knowledge in the field. This certificate is for everyone eager to know more and get updated on current ideas in their respective field. We recommend this certificate for the following audience, Humanistic Therapist Psychotherapist Clinical Counselor - Humanistic Therapy Humanistic Mental Health Specialist Personal Growth Facilitator Holistic Wellness Counselor Humanistic Psychology Practitioner Client-Centered Therapist Expressive Arts Therapist Humanistic Intervention Specialist Average Completion Time 2 Weeks Accreditation 3 CPD Hours Level Advanced Start Time Anytime 100% Online Study online with ease. Unlimited Access 24/7 unlimited access with pre-recorded lectures. Low Fees Our fees are low and easy to pay online.
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In recent years, there has been an increase in drug, alcohol, and substance misuse in the United Kingdom. Drugs may destroy people's lives, and some of the most commonly used drugs, such as cocaine, cannabis, LSD, and heroin, lead to addiction that users cannot overcome. Managers in any workplace are uniquely placed to detect early signs of drug or alcohol abuse and put structures in place to minimise the damaging health, social, and economic effects of substance misuse in the UK. Our Drug and Alcohol Awareness Training course teaches learners how to support employees and service users struggling with substance abuse. It also raises awareness of the size and scale of substance misuse in the UK, the most commonly abused drugs, and recognising warning signs of a problem. The Drug and Alcohol Awareness Training course also focuses on how managers and organisations can protect the interests of the business and the people for whom they have a duty of care. Why choose this course from the School of Health Care? Self-paced course, access available from anywhere in the world. High-quality study materials that are easy to understand. Course developed by industry experts. After each module, there will be an MCQ quiz to assess your learning. Assessment results are generated automatically and instantly. 24/7 support is available via live chat, phone call, or email. Free PDF certificate after completing the course. Learning Objectives After completing this Drug and Alcohol Awareness Training course, the learner will be able to: Understand the fundamentals of substance misuse. Demonstrate a thorough understanding of the different types of illegal drugs. Understand the legal, health, and social implications of drug and alcohol abuse. Understand how organisations and individuals are expected to handle substance misuse issues. Demonstrate an understanding of the statistics on drug and alcohol abuse in the UK. Describe the various types of drug treatment services available in the UK. Plan a drug intervention and understand when someone requires assistance. Course Curriculum Module 1: Introduction Module 2: Historical Overview Module 3: Nature of Addiction Module 4: Policy Initiatives and Strategy in Alcohol and Drug Use Module 5: Understanding Alcohol Abuse Module 6: Drug Addiction & Abuse Certificate of Completion You will receive a course completion certificate for free as soon as you complete the Drug and Alcohol Awareness Training course. Who is this course for? This Drug and Alcohol Awareness Training course is ideal for those working in high-risk industries like hospitality and construction and anyone who manages or works with vulnerable people like adolescents. Requirements There are no particular requirements for this Drug and Alcohol Awareness Training course because it doesn't call for any specialized training. To enroll in this course, students must fulfill the following requirements: Good Command over English language Be energetic and self-motivated Basic computer Skill You must be at least 15 years old Career path This Drug and Alcohol Awareness Training Course will lead to a variety of career opportunities, some of which are listed below: Cleaner: £9.00 per hour Custodian: £12.00 per hour Housekeeper: £12.00 per hour Janitor: £10.00 per hour