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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
Imagine yourself as a master of the dining realm, orchestrating seamless experiences and delighting guests at every turn. Elevate your skills with our comprehensive "Restaurant, Hospitality & Catering Management for Restaurant Manager" bundle. Unleash your potential through Restaurant Management insights, crafting unforgettable guest journeys. Dive into the art of profit optimization, harnessing data to set menu prices that boost your bottom line. Delve into eight immersive CPD Accredited courses, each a standalone course: Course 01: Restaurant Management Course 02: How to Analyse & Maximize Restaurant Profits Course 03: Set Menu Prices for your restaurant using data Course 04: Hospitality Management Level 2 Course 05: Catering Management Course 06: Level 1 Food Hygiene and Safety Course 07: Professional Waiter Diploma Course 08: Receptionist Skills Experience the synergy of "Restaurant, Hospitality & Catering Management for Restaurant Manager" and unlock a world where every aspect resonates with success. Embark now on a journey curated to perfection, where your mastery shines. Learning Outcomes Boost earnings through cost analysis, data-based pricing, and strategic management. Craft exceptional guest experiences, driving loyalty and referrals. Able to Plan, execute, and manage successful catering events for client satisfaction. Ensure a safe and clean food service environment with Level 1 Hygiene. Enhance dining with skilled waitstaff, anticipating needs and exceeding expectations. Master communication and organisation as the welcoming face of the establishment. With our Restaurant, Hospitality & Catering Management for Restaurant Manager bundle, you'll gain a comprehensive skill set, a deeper understanding of the industry, and the confidence to lead your team to success. Delve into profit optimization with our first course of the Restaurant, Hospitality & Catering Management for Restaurant Manager bundle, where you'll learn to dissect restaurant operations, strategically manage costs, and set menu prices that strike the perfect balance between value and profitability. Elevate your service game with the Professional Waiter Diploma, mastering the art of guest interactions and anticipation and creating memorable dining experiences that will keep patrons returning for more. Venture into the world of hospitality with our comprehensive Hospitality Management Level 2 course of this unique Restaurant, Hospitality & Catering Management for Restaurant Manager bundle. Uncover the secrets of crafting exceptional guest experiences, fostering customer loyalty, and ensuring that every visit to your establishment is unforgettable. Meanwhile, our Catering Management course equips you with the skills to orchestrate flawless catering events. Safety takes centre stage with the Level 1 Food Hygiene and Safety certification, ensuring that your establishment maintains the highest cleanliness and food safety standards. And as the face of your establishment, the Receptionist Skills course provides that you leave an indelible positive impression on every guest. This Restaurant, Hospitality & Catering Management for Restaurant Manager bundle promises to transform you into that visionary, armed with a versatile skill set that can navigate any challenge and seize every opportunity. CPD 80 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring Restaurant Managers Hospitality Enthusiasts Catering Professionals Food Industry Entrepreneurs Service-Oriented Individuals Career Changers Career path Restaurant Manager (£30K - £40K) Hospitality Manager (£25K - £35K) Catering Manager (£28K - £38K) Food Service Director (£35K - £45K) Guest Relations Manager (£25K - £35K) Front-of-House Manager (£22K - £32K) Certificates CPD Certificate Of Completion Digital certificate - Included 8 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript - £9.99
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In a buzzing co-working space right in the heart of Manchester, you feel the weight of managing a diverse team. As you sip your morning tea, you ponder on how to handle remote teammates, delegate tasks effectively, and maintain a balance of equality and diversity. The pressure mounts as decisions await and targets loom. Then, as you scroll through online resources, you stumble upon a solution: a comprehensive team management training bundle... Embark on a transformative journey into the realm of team management and leadership. This Team Management, Leadership & Delegation Skills bundle, consisting of eight meticulously crafted courses, is designed to furnish you with the theoretical expertise needed to lead teams with flair, make precise decisions, and uplift workplace productivity. Courses like 'Leadership and Management', 'Team Management Level 5', 'Delegation Skills', and 'Decision-Making in High-Stress Situations' beckon, promising to redefine your team management prowess. The essence of this Team Management, Leadership & Delegation Skills bundle is to nurture leaders who are adept at navigating the challenges of modern team management. Through mastering delegation, optimising remote teamwork, ensuring equality and diversity, and bolstering decision-making capabilities, you are set to shine in any organisational setup. Courses Included in the Bundle: Course 01: Leadership and Management Course Course 02: Team Management Level 5 Course 03: Delegation Skills Course 04: Leading and Managing Remote Team Course 05: Performance Management Level 3 Course 06: Equality, Diversity and Discrimination Course 07: Workplace Productivity Training Course 08: Decision-Making in High-Stress Situations Learning Outcomes Grasp the foundational principles of leadership and effective team management. Understand the intricacies of managing remote teams and enhancing productivity. Master the art of delegation to ensure optimal team performance. Acquire insights on maintaining equality, diversity, and preventing discrimination in the workplace. Develop proficiency in making informed decisions, especially in high-stress situations. Gain a comprehensive understanding of performance management strategies. Leadership and Management Course: Dive deep into the principles that shape great leaders and mould productive teams. Team Management Level 5: Elevate your team management strategies to new heights and overcome intricate challenges. Delegation Skills: Learn to effectively delegate tasks and responsibilities, ensuring seamless team operations. Leading and Managing Remote Team: Understand the dynamics of remote teamwork and how to lead from afar. Performance Management Level 3: Enhance your team's capabilities and maximise their potential. Equality, Diversity and Discrimination: Promote an inclusive environment and tackle workplace discrimination. Workplace Productivity Training: Drive productivity and ensure your team consistently delivers. Decision-Making in High-Stress Situations: Equip yourself with the skills to make sound decisions under pressure. CPD 80 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring leaders looking to sharpen their team management capabilities. Professionals aiming to improve team productivity and cohesion. Individuals looking to broaden their knowledge on workplace diversity and inclusivity. Managers seeking to lead remote teams effectively. Decision-makers wanting to bolster their decision-making prowess in stressful situations. Requirements Without any formal requirements, you can delightfully enrol in this course. Career path Team Manager - £30K to £50K/year. Project Leader - £35K to £55K/year. Performance Analyst - £28K to £45K/year. Remote Team Supervisor - £32K to £48K/year. HR Specialist (Diversity and Inclusion) - £40K to £60K/year. Productivity Consultant - £35K to £52K/year. Decision-making Strategist - £38K to £56K/year. Certificates CPD Certificate Of Completion Digital certificate - Included 8 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript - £9.99
Highlights of the Course Course Type: Online Learning Duration: 1 Hour 17 Minutes Tutor Support: Tutor support is included Customer Support: 24/7 customer support is available Quality Training: The course is designed by an industry expert Recognised Credential: Recognised and Valuable Certification Completion Certificate: Free Course Completion Certificate Included Instalment: 3 Installment Plan on checkout What you will learn from this course? Gain comprehensive knowledge about welding Understand the core competencies and principles of welding Explore the various areas of welding Know how to apply the skills you acquired from this course in a real-life context Become a confident and expert manufacturing engineer Manufacturing Engineering - Welding Training Course Master the skills you need to propel your career forward in welding. This course will equip you with the essential knowledge and skillset that will make you a confident manufacturing engineer and take your career to the next level. This comprehensive manufacturing engineering - welding training course is designed to help you surpass your professional goals. The skills and knowledge that you will gain through studying this manufacturing engineering - welding training course will help you get one step closer to your professional aspirations and develop your skills for a rewarding career. This comprehensive course will teach you the theory of effective welding practice and equip you with the essential skills, confidence and competence to assist you in the welding industry. You'll gain a solid understanding of the core competencies required to drive a successful career in welding. This course is designed by industry experts, so you'll gain knowledge and skills based on the latest expertise and best practices. This extensive course is designed for manufacturing engineer or for people who are aspiring to specialise in welding. Enrol in this manufacturing engineering - welding training course today and take the next step towards your personal and professional goals. Earn industry-recognised credentials to demonstrate your new skills and add extra value to your CV that will help you outshine other candidates. Who is this Course for? This comprehensive manufacturing engineering - welding training course is ideal for anyone wishing to boost their career profile or advance their career in this field by gaining a thorough understanding of the subject. Anyone willing to gain extensive knowledge on this welding can also take this course. Whether you are a complete beginner or an aspiring professional, this course will provide you with the necessary skills and professional competence, and open your doors to a wide number of professions within your chosen sector. Entry Requirements This manufacturing engineering - welding training course has no academic prerequisites and is open to students from all academic disciplines. You will, however, need a laptop, desktop, tablet, or smartphone, as well as a reliable internet connection. Assessment This manufacturing engineering - welding training course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner could grasp from each section. In the assessment pass mark is 60%. Advance Your Career This manufacturing engineering - welding training course will provide you with a fresh opportunity to enter the relevant job market and choose your desired career path. Additionally, you will be able to advance your career, increase your level of competition in your chosen field, and highlight these skills on your resume. Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. Course Curriculum Introduction Scope of the Course 00:05:00 What is Welding 00:03:00 Classification of Welding 00:02:00 Types of Weld Joints 00:02:00 Types of Welds 00:02:00 Welding Techniques 00:02:00 Joint Cleaning and Fluxing 00:02:00 Liquid State Welding Gas Welding 00:03:00 OAW - Oxy Acetylene (GAS) Welding 00:04:00 Advantages & Disvantages of OAW 00:01:00 Color of Flames in Gas Welding 00:02:00 Types of Flames 00:03:00 Torch Angle & Flame Density 00:01:00 Selection of Torch Angle 00:02:00 AAW - Air acetylene (GAS) welding 00:01:00 OHW - Oxy Hydrogen(GAS) Welding 00:01:00 Arc Welding 00:02:00 Power Supply in Arc Welding 00:02:00 Coding of Electrodes 00:07:00 Types of Arc Welding 00:06:00 Resistance Welding 00:01:00 Solid State Welding Explosive Welding 00:03:00 Friction Welding 00:01:00 Ultrasonic Welding 00:01:00 Diffusion Welding 00:02:00 Forge Welding 00:01:00 Liquid-Solid State Welding Brazing 00:01:00 Soldering 00:02:00 miscellaneous Weldability 00:01:00 Welding Defects 00:04:00 Obtain Your Certificate Order Your Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00
Highlights of the Course Course Type: Online Learning Duration: 2 Hours 27 Minutes Tutor Support: Tutor support is included Customer Support: 24/7 customer support is available Quality Training: The course is designed by an industry expert Recognised Credential: Recognised and Valuable Certification Completion Certificate: Free Course Completion Certificate Included Instalment: 3 Installment Plan on checkout What you will learn from this course? Gain comprehensive knowledge about casting Understand the core competencies and principles of casting Explore the various areas of casting Know how to apply the skills you acquired from this course in a real-life context Become a confident and expert manufacturing engineer Manufacturing Engineering - Casting Course Master the skills you need to propel your career forward in casting. This course will equip you with the essential knowledge and skillset that will make you a confident manufacturing engineer and take your career to the next level. This comprehensive manufacturing engineering - casting course is designed to help you surpass your professional goals. The skills and knowledge that you will gain through studying this manufacturing engineering - casting course will help you get one step closer to your professional aspirations and develop your skills for a rewarding career. This comprehensive course will teach you the theory of effective casting practice and equip you with the essential skills, confidence and competence to assist you in the casting industry. You'll gain a solid understanding of the core competencies required to drive a successful career in casting. This course is designed by industry experts, so you'll gain knowledge and skills based on the latest expertise and best practices. This extensive course is designed for manufacturing engineer or for people who are aspiring to specialise in casting. Enrol in this manufacturing engineering - casting course today and take the next step towards your personal and professional goals. Earn industry-recognised credentials to demonstrate your new skills and add extra value to your CV that will help you outshine other candidates. Who is this Course for? This comprehensive manufacturing engineering - casting course is ideal for anyone wishing to boost their career profile or advance their career in this field by gaining a thorough understanding of the subject. Anyone willing to gain extensive knowledge on this casting can also take this course. Whether you are a complete beginner or an aspiring professional, this course will provide you with the necessary skills and professional competence, and open your doors to a wide number of professions within your chosen sector. Entry Requirements This manufacturing engineering - casting course has no academic prerequisites and is open to students from all academic disciplines. You will, however, need a laptop, desktop, tablet, or smartphone, as well as a reliable internet connection. Assessment This manufacturing engineering - casting course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner could grasp from each section. In the assessment pass mark is 60%. Advance Your Career This manufacturing engineering - casting course will provide you with a fresh opportunity to enter the relevant job market and choose your desired career path. Additionally, you will be able to advance your career, increase your level of competition in your chosen field, and highlight these skills on your resume. Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. Course Curriculum Introduction Scope of The Course 00:02:00 What is Casting 00:05:00 Steps of Casting 00:04:00 Pattern and Mould Types of Pattern Material 00:09:00 Pattern Allowances 00:08:00 Types of Pattern 00:03:00 Types of Sand Mould 00:06:00 Binders 00:03:00 Additives 00:04:00 Properties of Moulding Sand 00:08:00 Methods of Mould Making 00:03:00 Gating System Elements of Gating System 00:07:00 Accessories of Gating System 00:02:00 Characteristics of Gating System 00:04:00 Gating Ratio 00:01:00 Types of Gating System 00:10:00 The Aspiration Effect 00:07:00 Cores 00:05:00 Chaplets 00:04:00 Solidification Time 00:03:00 Riser Design 00:08:00 Methods for Designing a Riser 00:04:00 Chills 00:02:00 Modern Casting Methods Why There is a Need for Modern Casting Techniques 00:03:00 Shell Moulding 00:03:00 Slush Casting 00:02:00 Investment Casting 00:05:00 Die Casting Method 00:03:00 Centrifugal Casting 00:02:00 Miscellaneous Grain Behavior in Casting 00:01:00 Types of Casting Defects 00:05:00 Obtain Your Certificate Order Your Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00