Delve into the world of data analysis with 'R Programming for Data Science,' a course designed to guide learners through the intricacies of R, a premier programming language in the data science domain. The course opens with a broad perspective on data science, illuminating the pivotal role of R in this field. Learners are then introduced to R and RStudio, equipping them with the foundational tools and interfaces essential for R programming. The curriculum progresses with an introduction to the basics of R, ensuring learners grasp the core principles that underpin more complex operations. A highlight of this course is its in-depth exploration of R's versatile data structures, including vectors, matrices, factors, and data frames. Each unit is crafted to provide learners with a comprehensive understanding of these structures, pivotal for effective data handling and manipulation. The course also emphasizes the importance of relational and logical operators in R, key elements for executing data operations. As the course advances, learners will engage with the nuances of conditional statements and loops, essential for writing efficient and dynamic R scripts. Moving into more advanced territories, the course delves into the creation and usage of functions, an integral part of R programming, and the exploration of various R packages that extend the language's capabilities. Learners will also gain expertise in the 'apply' family of functions, crucial for streamlined data processing. Further units cover regular expressions and effective strategies for managing dates and times in data sets. The course concludes with practical applications in data acquisition, cleaning, visualization, and manipulation, ensuring learners are well-prepared to tackle real-world data science challenges using R. Learning Outcomes Develop a foundational understanding of R's role in data science and proficiency in RStudio. Gain fluency in R programming basics, enabling the handling of complex data tasks. Acquire skills in managing various R data structures for efficient data analysis. Master relational and logical operations for advanced data manipulation in R. Learn to create functions and utilize R packages for expanded analytical capabilities. Why choose this R Programming for Data Science 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 R Programming for Data Science course for? Beginners in data science eager to learn R programming. Data analysts and scientists looking to enhance their skills in R. Researchers in various fields requiring advanced data analysis tools. Statisticians seeking to adopt R for more sophisticated data manipulations. Professionals in finance, healthcare, and other sectors needing data-driven insights. Career path Data Scientist (R Expertise): £30,000 - £70,000 Data Analyst (R Programming Skills): £27,000 - £55,000 Bioinformatics Scientist (R Proficiency): £35,000 - £60,000 Quantitative Analyst (R Knowledge): £40,000 - £80,000 Research Analyst (R Usage): £25,000 - £50,000 Business Intelligence Developer (R Familiarity): £32,000 - £65,000 Prerequisites This R Programming for Data Science does not require you to have any prior qualifications or experience. You can just enrol and start learning.This R Programming for Data Science 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 Unit 01: Data Science Overview Introduction to Data Science 00:01:00 Data Science: Career of the Future 00:04:00 What is Data Science? 00:02:00 Data Science as a Process 00:02:00 Data Science Toolbox 00:03:00 Data Science Process Explained 00:05:00 What's next? 00:02:00 Unit 02: R and RStudio Engine and coding environment 00:03:00 Installing R and RStudio 00:04:00 RStudio: A quick tour 00:04:00 Unit 03: Introduction to Basics Arithmetic with R 00:03:00 Variable assignment 00:04:00 Basic data types in R 00:03:00 Unit 04: Vectors Creating a vector 00:05:00 Naming a vector 00:04:00 Arithmetic calculations on vectors 00:07:00 Vector selection 00:06:00 Selection by comparison 00:04:00 Unit 05: Matrices What's a Matrix? 00:02:00 Analyzing Matrices 00:03:00 Naming a Matrix 00:05:00 Adding columns and rows to a matrix 00:06:00 Selection of matrix elements 00:03:00 Arithmetic with matrices 00:07:00 Additional Materials 00:00:00 Unit 06: Factors What's a Factor? 00:02:00 Categorical Variables and Factor Levels 00:04:00 Summarizing a Factor 00:01:00 Ordered Factors 00:05:00 Unit 07: Data Frames What's a Data Frame? 00:03:00 Creating Data Frames 00:20:00 Selection of Data Frame elements 00:03:00 Conditional selection 00:03:00 Sorting a Data Frame 00:03:00 Additional Materials 00:00:00 Unit 08: Lists Why would you need lists? 00:01:00 Creating a List 00:06:00 Selecting elements from a list 00:03:00 Adding more data to the list 00:02:00 Additional Materials 00:00:00 Unit 09: Relational Operators Equality 00:03:00 Greater and Less Than 00:03:00 Compare Vectors 00:03:00 Compare Matrices 00:02:00 Additional Materials 00:00:00 Unit 10: Logical Operators AND, OR, NOT Operators 00:04:00 Logical operators with vectors and matrices 00:04:00 Reverse the result: (!) 00:01:00 Relational and Logical Operators together 00:06:00 Additional Materials 00:00:00 Unit 11: Conditional Statements The IF statement 00:04:00 IFELSE 00:03:00 The ELSEIF statement 00:05:00 Full Exercise 00:03:00 Additional Materials 00:00:00 Unit 12: Loops Write a While loop 00:04:00 Looping with more conditions 00:04:00 Break: stop the While Loop 00:04:00 What's a For loop? 00:02:00 Loop over a vector 00:02:00 Loop over a list 00:03:00 Loop over a matrix 00:04:00 For loop with conditionals 00:01:00 Using Next and Break with For loop 00:03:00 Additional Materials 00:00:00 Unit 13: Functions What is a Function? 00:02:00 Arguments matching 00:03:00 Required and Optional Arguments 00:03:00 Nested functions 00:02:00 Writing own functions 00:03:00 Functions with no arguments 00:02:00 Defining default arguments in functions 00:04:00 Function scoping 00:02:00 Control flow in functions 00:03:00 Additional Materials 00:00:00 Unit 14: R Packages Installing R Packages 00:01:00 Loading R Packages 00:04:00 Different ways to load a package 00:02:00 Additional Materials 00:00:00 Unit 15: The Apply Family - lapply What is lapply and when is used? 00:04:00 Use lapply with user-defined functions 00:03:00 lapply and anonymous functions 00:01:00 Use lapply with additional arguments 00:04:00 Additional Materials 00:00:00 Unit 16: The apply Family - sapply & vapply What is sapply? 00:02:00 How to use sapply 00:02:00 sapply with your own function 00:02:00 sapply with a function returning a vector 00:02:00 When can't sapply simplify? 00:02:00 What is vapply and why is it used? 00:04:00 Additional Materials 00:00:00 Unit 17: Useful Functions Mathematical functions 00:05:00 Data Utilities 00:08:00 Additional Materials 00:00:00 Unit 18: Regular Expressions grepl & grep 00:04:00 Metacharacters 00:05:00 sub & gsub 00:02:00 More metacharacters 00:04:00 Additional Materials 00:00:00 Unit 19: Dates and Times Today and Now 00:02:00 Create and format dates 00:06:00 Create and format times 00:03:00 Calculations with Dates 00:03:00 Calculations with Times 00:07:00 Additional Materials 00:00:00 Unit 20: Getting and Cleaning Data Get and set current directory 00:04:00 Get data from the web 00:04:00 Loading flat files 00:03:00 Loading Excel files 00:05:00 Additional Materials 00:00:00 Unit 21: Plotting Data in R Base plotting system 00:03:00 Base plots: Histograms 00:03:00 Base plots: Scatterplots 00:05:00 Base plots: Regression Line 00:03:00 Base plots: Boxplot 00:03:00 Unit 22: Data Manipulation with dplyr Introduction to dplyr package 00:04:00 Using the pipe operator (%>%) 00:02:00 Columns component: select() 00:05:00 Columns component: rename() and rename_with() 00:02:00 Columns component: mutate() 00:02:00 Columns component: relocate() 00:02:00 Rows component: filter() 00:01:00 Rows component: slice() 00:04:00 Rows component: arrange() 00:01:00 Rows component: rowwise() 00:02:00 Grouping of rows: summarise() 00:03:00 Grouping of rows: across() 00:02:00 COVID-19 Analysis Task 00:08:00 Additional Materials 00:00:00 Assignment Assignment - R Programming for Data Science 00:00:00
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Level 4 QLS Endorsed Course | Endorsed Certificate Included | Plus 5 Career Guided Courses | CPD Accredited
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Course Curriculum Course 01: Diploma in Import/Export Processing Level 4 Module 01: Introduction to Import/Export Module 02: Organising the Import/Export Operation Module 03: Products for Your Import/Export Business Module 04: Target the Marketing & Find Your Customers Module 05: Searching, Marketing & Distribution Module 06: Documentation & Supply Chain Management Module 07: Pricing, Payment & Shipping Procedure Module 08: Necessary Tools for Trading Course 02: Business Law Module 01: Understanding Business Law Module 02: European Community Law Module 03: The Court System Module 04: Civil and Alternative Dispute Resolution Module 05: Contract & Business Law Module 06: Employment Law Module 07: Agency Law Module 08: Consumer Law and Protection Module 09: Law of Tort Module 10: Business Organisations Module 11: Company Law Module 12: Business Property Module 13: Competition Law Course 03: International Law Module 01: Basics of International Law Module 02: Sources of International Law Module 03: International Law and Municipal Law Module 04: International Organisations Module 05: International Law of Human Rights Module 06: Private International Law Module 07: International Criminal Law Module 08: Law of Treaties Module 09: Territory and Jurisdiction Module 10: Law of the Sea Module 11: International Commercial Law Module 12: International Environmental Law How will I get my Certificate? 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After successfully completing the course, you will be able to order your Certificates as proof of your achievement. PDF Certificate: Free (Previously, it was £12.99*11 = £143) CPD Hard Copy Certificate: Free (For The First Course: Previously it was £29.99) QLS Endorsed Hard Copy Certificate: Free (For The Title Course: Previously it was £99) CPD 220 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this bundle. This bundle is ideal for: Aspiring librarians Library assistants Information managers Data handlers Document controllers Requirements You will not need any prior background or expertise to enrol in this course. Career path After completing this bundle, you are to start your career or begin the next phase of your career. Librarian: £25,000 - £35,000 Library Assistant: £18,000 - £25,000 Information Manager: £30,000 - £45,000 Data Compliance Officer: £35,000 - £50,000 Research Coordinator: £27,000 - £40,000 Certificates CPD Accredited Digital Certificate Digital certificate - Included Upon passing the Course, you need to order a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD QS for Free. CPD Accredited Hard Copy Certificate Hard copy certificate - Included Please note that International students have to pay an additional £10 as a shipment fee. Diploma in Library and Information Science at QLS Level 4 Hard copy certificate - Included Please note that International students have to pay an additional £10 as a shipment fee.
24-Hour Flash Sale! Prices Reduced Like Never Before!! Facilities management in the UK alone employs over 10% of the workforce, contributing significantly to the economy through operational excellence. Moreover, it's a £120 billion industry that plays a vital role in ensuring the smooth operation of buildings and workplaces. This highlights the need for properly trained facility management professionals who can optimise building operations. That's why, this Facilities Management Bundle offers a comprehensive programme to equip you for success. Our Diploma in Facilities Management provides insight into the essential aspects of managing and maintaining corporate environments efficiently. The course covers a broad spectrum of skills, from Operations Management to Quality Assurance and Safety Protocols. You'll gain hands-on knowledge in Strategic Planning, Project Management, and the implementation of Quality Management systems, including Lean Process and Six Sigma methodologies. This Bundle Package includes: Course 01: Diploma in Facilities Management at QLS Level 5 10 Premium Additional CPD QS Accredited Courses - Course 01: Operations Management Training Course 02: Project Management Course Course 03: Strategic Planning Process Course 04: Quality Assurance (QA) Manager Course 05: Quality Management Course 06: Quality Tools and Methods Management Course 07: Lean Process and Six Sigma Training Course Course 08: Process Improvement: How to Reduce Waste Course 09: Workplace Health and Safety Course 10: Manual Handling Training This diploma isn't just a certification; it's an opportunity to become a pivotal part of any organisation's success. By completing this training, you will not only increase your employability but also gain the skills necessary to improve your workplace's operational efficiency and safety standards. Enrol in the Diploma in Facilities Management today and step into a role where you can make a real difference, driving change and excellence in facilities management across industries! Learning Outcomes of this Bundle: Manage facilities with a focus on sustainability and operational efficiency. Implement strategic planning and project management effectively. Enhance quality assurance and manage quality control processes. Apply Lean and Six Sigma methodologies to optimise processes. Ensure workplace health and safety standards are met. Skillfully manage manual handling and other workplace risks. With a single payment, you will gain access to this Bundle course, including 10 premium courses, a QLS Endorsed Hardcopy certificate and 11 PDF certificates for Absolutely free. Why Prefer this Course? Get a Free QLS Endorsed Certificate upon completion of the course Get a Free Student ID Card with this training program (£10 postal charge will be applicable for international delivery) The course is Affordable and Simple to understand Get Lifetime Access to the course materials The training program comes with 24/7 Tutor Support Start your learning journey straight away! Moreover, this diploma offers learners the opportunity to acquire skills that are highly valued in the field of Facilities Management. With this Certification, graduates are better positioned to pursue career advancement and higher responsibilities within the Facilities Management setting. The skills and knowledge gained from this course will enable learners to make meaningful contributions to Facilities Management related fields impacting their Facilities Management experiences and long-term development. Course Curriculum Course 01: Diploma in Facilities Management at QLS Level 5 Module 01: Introduction to Facilities Management Module 02: Space Management Module 03: Managing Workplace Services Module 04: Human Resource and Contract Management Module 05: Lease Purchase and Vendor Management Module 06: Health and Safety at Work Module 07: Sustainable Facilities Management Module 08: Maintenance and Repairs Module 09: Project Management Module 10: Business Development and Succession Planning Course 02: Operations Management Training Module 01: Introduction to Operations Management Module 02: Project Management Module 03: Business Development and Succession Planning Module 04: Process Management Module 05: Supply Chain Management Module 06: Planning & Forecasting Operations Module 07: Procurement & Purchasing Management Module 08: Manufacturing & Delivery Operations Module 09: Quality Management Module 10: Managing Risk and Recovery Module 11: Performance Management Module 12: Talent Management Module 13: Communication Skills Module 14: Negotiation Techniques Module 15: Conflict Management Module 16: Stress Management Module 17: Time Management Course 03: Project Management Course Module 01: Introduction to Project Management Module 02: PMBOK and PMI Module 03: Global Project Management Module 04: Project Life Cycle Module 05: Quality Management Module 06: Effective Planning & Scheduling Module 07: Human Resource Management Module 08: Performance Management Module 09: Organising Meeting and Conferences Module 10: Managing Resources Module 11: Change Management Module 12: Business Resilience and Crisis Management Module 13: Conflict Management =========>>>>> And 8 More Courses <<<<<========= How will I get my Certificate? After successfully completing the course, you will be able to order your Certificates as proof of your achievement. PDF Certificate: Free (Previously it was £12.99*11 = £143) CPD Hard Copy Certificate: Free (For The First Course: Previously it was £29.99) QLS Endorsed Hard Copy Certificate: Free (For The Title Course: Previously it was £119) CPD 250 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this bundle. This bundle is ideal for: Aspiring facilities managers. Operations managers. Quality assurance professionals. Health and safety officers. Project managers. Strategic planners. Please note: Our Diploma in Facilities Management Course is Knowledge-based not a regulated course. To get Qualified, you may choose the following options: British Institute of Facilities Management The Institute of Workplace and Facilities Management The Institute of Workplace and Facilities Management IWFM Level 3 Award in Facilities Management IWFM Level 4 Award in Facilities Management IWFM Level 5 Award in Facilities Management IWFM Level 4 Certificate in Facilities Management IWFM Level 5 Certificate in Facilities Management Level 3 Certificate in Facilities Management (RQF) Requirements You will not need any prior background or expertise to enrol in this course. Career path After completing this bundle, you are to start your career or begin the next phase of your career. Facilities Manager: $45,000 - $75,000 Operations Manager: $50,000 - $80,000 Quality Assurance Manager: $55,000 - $85,000 Health and Safety Officer: $40,000 - $65,000 Project Manager: $60,000 - $90,000 Process Improvement Specialist: $58,000 - $88,000 Certificates CPD Accredited Digital Certificate Digital certificate - Included Upon passing the Course, you need to order a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD QS for Free. CPD Accredited Hard Copy Certificate Hard copy certificate - Included Please note that International students have to pay an additional £10 as a shipment fee. Diploma in Facilities Management at QLS Level 5 Hard copy certificate - Included Please note that International students have to pay an additional £10 as a shipment fee.