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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Leadership Management & Team Leader This Leadership Management & Team Leader will help you advance your career by providing you with the most up-to-date leadership and management information. The Leadership Management & Team Leader course requires no prior knowledge or experience, as candidates are introduced to the characteristics and qualities of an effective leader. Learn how to build and optimize a high-performing team, cultivate an engaging organizational culture, and provide constructive feedback to coworkers by enrolling in this Leadership Management & Team Leader course. This Leadership Management & Team Leader course will help you get closer to your goals if you are new to leadership or looking to advance in your current position! By the end of Leadership Management & Team Leader, you will have a solid understanding of what makes a great leader and how to put the strategies you have learned into practice to advance your career. Enrol in this Leadership Management & Team Leader course to learn how to improve your leadership and management skills. ***Courses are included in Leadership Management & Team Leader Course Course 01: Leadership and Management Course 02: HR Management Course 03: Level 7 Project Management Course 04: Level 7 Operations Management Course 05: Level 4 Time Management [ Note: Free PDF certificate as soon as completing the Leadership Management: Leadership Management & Team Leader course ] Leadership Management & Team Leader Course Curriculum Leadership Management & Team Leader Module 1: Understanding Management and Leadership Module 2: Leadership over Yourself Module 3: Creativity and Innovation Module 4: Leadership and Teambuilding Module 5: Motivation and People Management Module 6: Communication and Leadership Module 7: Presentation, One-to-one Interview and Meeting Management Module 8: Talent Management Module 9: Strategic Leadership Module 10: Stress Management Assessment Method of Leadership Management & Team Leader After completing each module of Leadership Management: Leadership Management & Team Leader you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Certification Method of Leadership Management & Team Leader After completing the MCQ/Assignment assessment for this Leadership Management: Leadership Management & Team Leader course, you will be entitled to a Certificate of Completion from Training Tale. Who is this course for? Leadership Management & Team Leader This Leadership Management & Team Leader Course is for anyone serious about their professional development. This Leadership Management & Team Leader course is designed primarily for group leaders, managers at all levels, and business professionals. Students and recent graduates who want to improve their resumes and gain experience are also welcome to enrol in this Leadership Management & Team Leader Course. Requirements Leadership Management & Team Leader There are no specific requirements for this Leadership Management: Leadership Management & Team Leader Course because it does not require any advanced knowledge or skills. Students who intend to enrol in this Leadership Management: Leadership Management & Team Leader Course must meet the following requirements: Leadership Management: Good command of the English language Leadership Management: Must be vivacious and self-driven Team Leader: Minimum Basic computer knowledge Team Leader: A minimum of 16 years of age is required Career path Leadership Management: Leadership Management Certificates Certificate of completion Digital certificate - Included
People Management course is designed for new and aspiring line managers or companies that want to provide employees with people management skills. Such Skills provide an excellent opportunity to gain the skills and knowledge you'll need to advance in your career. Take this course anywhere and at any time. Don't let your lifestyle limit your learning or your potential. The course will provide you with the relevant skills that you'll need to succeed. Gain experience online and interact with experts. This can prove to be the perfect way to get noticed by a prospective employer and stand out from the crowd. Stepping into a manager position for the first time represents the single most important step in any ongoing career path. However, climbing the ladder from entry-level workforce member to a position of responsibility is never easy. Doing so means first proving yourself as a figure of leadership and authority. A reliable and capable manager who can be turned to for guidance, delegation and direction. Fulfilling a manager's position means taking on significant responsibility. Organisations at every level are fundamentally dependent on effective People Management teams to drive key operations and the workforce as a whole. Nevertheless, to succeed in People Management is to become the single most valuable and prestigious professional commodity. Managing Skills has been rated and reviewed highly by our learners and professionals alike. We have a passion for teaching, and it shows. Our course has interactive online modules that allow studying to take place where and when you want it to. The only thing you need to take the course Is Wi-Fi and a screen. You'll never be late for class again. Experienced tutors and mentors will be there for you whenever you need them and solve all your queries through email and chat boxes. What will you achieve? By the end of thiscourse, you'll be able to... Explore elements of People Management absence and support employees returning to work Assess the current labour market conditions and trends for your organisation to improve People Management techniques. Explore good practices in managing people. Describe effective ways of managing people. Explore approaches to managing people. Discuss the need to maintain a healthy workforce Reflect on your own managing style ****Course Curriculum**** Module One: Key Concepts (I) Module Two: Key Concepts (II) Module Three: Initiation (I) Module Four: Initiation (II) Module Five: Planning (I) Module Six: Planning (II) Module Seven: Planning Tools Module Eight: Executing the Project Module Nine: Maintaining and Controlling the Project Module Ten: Closing Out Assessment Process Once you have finished the learning stages in this course, your abilities will be assessed by an automated multiple-choice question session, after which you will receive the results immediately. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The course has been professionally designed for motivated learners who are looking to add a new skill to their CV and stand head and shoulders above the competition. Learn the latest industry-specific information with this course. Enrol on People Management Skills and learn a new professional skill from anywhere, at any time! Requirements Enrol on the Pcourse with no formal entry requirements! If you have a passion for knowledge and want to learn something new, register for this course without any delay. We only ask that all students have a passion for learning and literacy and be over the age of 16. Complete this course online from your computer, tablet, or smartphone, and learn in a way that suits you. Certificates Certificate of completion Digital certificate - £10
Do you often find yourself lost in the aroma of freshly baked bread or captivated by the artistry of a perfectly iced cake? Have you ever yearned to dive deeper into the theoretical complexities of these mouth-watering masterpieces? This comprehensive Baking, Cake Decorating & Chef Training course bundle, spanning the breadth of baking, cake decorating, to chef training, is your golden ticket to the thrilling world of culinary academia. Embrace this opportunity to journey from the warmth of a home kitchen to the dynamic challenges of a professional setting, all while deepening your understanding of gastronomy. Your delicious adventure awaits! This course bundle is a veritable treasure chest for those passionate about baking and the culinary arts. Its value lies in the wide-ranging content that not only focuses on specific elements like cake decorating and chocolate making, but also provides a broad understanding of essential topics such as food hygiene and personal hygiene. By integrating theoretical aspects of various roles in the culinary world, such as that of a Sous Chef, the bundle prepares learners to comprehend and tackle the many challenges they might face in a professional kitchen setting. In essence, this course bundle is a one-stop shop for those seeking to enhance their knowledge of the baking industry, helping them to fully understand the principles behind the art and science of baking. This course includes the following courses: Baking & Cake Decorating Cookery: Bread Making & Baking Cookery: Chocolate Making & Baking Bake a Layer Cake Food Hygiene and Safety HACCP Training Course Sous Chef Personal Hygiene Learning Outcomes: Gain a foundational understanding of a wide array of baking techniques. Comprehend food hygiene and personal hygiene in a professional culinary setting. Acquire knowledge about HACCP and its application in the food industry. Delve into the intricacies of cake decorating and chocolate making. Understand the role and responsibilities of a Sous Chef. Explore the process of creating luscious layer cakes. "Baking & Cake Decorating" - Immerse yourself in the world of baking, learning the theory behind creating and decorating delightful pastries. "Cookery: Bread Making & Baking" - Unearth the secrets of baking bread, from the simplest loaf to the most intricate artisanal variety. "Cookery: Chocolate Making & Baking" - Master the delicate art of working with chocolate in baking, and elevate your culinary prowess. "Bake a Layer Cake" - Understand the theory behind the techniques used to bake flawless layer cakes every time. "Food Hygiene and Safety" - Delve into the crucial aspects of maintaining food hygiene and safety in a professional culinary environment. "HACCP Training Course" - Gain a comprehensive understanding of HACCP and its pivotal role in maintaining food safety. "Sous Chef" - Learn the theoretical aspects of becoming a Sous Chef, such as managing kitchen operations, menu planning, and team coordination. "Personal Hygiene" - Understand the importance of personal hygiene in a professional culinary setting. Take the next step in your culinary journey. Begin your exploration of baking now! CPD 80 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals interested in gaining a theoretical understanding of baking. Aspiring chefs wanting to deepen their knowledge in the culinary arts. Home cooks looking to expand their repertoire. Professionals in the food industry seek to improve their theoretical understanding. Career path Bakery Assistant - £15K to £18K/year. Bread Baker - £20K to £25K/year. Cake Decorator - £18K to £23K/year. Chocolate Maker - £19K to £24K/year. Sous Chef - £22K to £35K/year. Food Hygiene Officer - £25K to £30K/year. Certificates Certificate Of Completion Digital certificate - Included Certificate Of Completion Hard copy certificate - Included You will get a complimentary Hard Copy Certificate.