Learn to weave, 'off-loom' with Sarah Ward, via Zoom
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
Entry Level 2 Extended Award in Skills for Working in Child Care Industries Would you like to start a career in a childcare setting? Then, our entry level 2 extended award in skills for working in child care industries course will be perfect for you. This entry level 2 extended award in skills for working in child care industries provides foundational skills and knowledge for individuals aspiring to work in childcare. This entry level 2 extended award in skills for working in child care industries course covers child development and health and safety. Moreover, this entry level 2 extended award in skills for working in child care industries course includes effective communication, and supporting play and learning. This entry level 2 extended award in skills for working in child care industries course combines theoretical learning with practical activities to build confidence and competence. Participants of this entry level 2 extended award in skills for working in child care industries course gain an understanding of the roles and responsibilities within childcare settings. So, without further delay, join our entry level 2 extended award in skills for working in child care industries course for further education or entry-level positions in early years environments. Learning outcome of entry level 2 extended award in skills for working in child care industries Upon completing the entry level 2 extended award in skills for working in child care industries, learners will be able to: Understand basic principles of child development and learning. This entry level 2 extended award in skills for working in child care industries course demonstrates knowledge of health, safety, and hygiene practices in childcare settings. Communicate effectively with children, colleagues, and parents is a lesson part of this entry level 2 extended award in skills for working in child care industries course. Support play and learning activities for young children are also included in this entry level 2 extended award in skills for working in child care industries course. Through this entry level 2 extended award in skills for working in child care industries course, you can recognise the roles and responsibilities of childcare professionals. This entry level 2 extended award in skills for working in child care industries course applies practical skills to create a safe and nurturing environment. After completing this entry level 2 extended award in skills for working in child care industries course, you can identify areas for improvement. Special Offers of this Entry Level 2 Extended Award in Skills for Working in Child Care Industries Course This entry level 2 extended award in skills for working in child care industries Course includes a FREE PDF Certificate. Lifetime access to this entry level 2 extended award in skills for working in child care industries Course Instant access to this entry level 2 extended award in skills for working in child care industries Course Get FREE Tutor Support to this entry level 2 extended award in skills for working in child care industries Course Entry Level 2 Extended Award in Skills for Working in Child Care Industries Kickstart your career in childcare with the Entry Level 2 Extended Award in Skills for Working in Child Care Industries. This course provides essential skills and knowledge, covering everything from child development to health and safety. The Entry Level 2 Extended Award in Skills for Working in Child Care Industries also focuses on effective communication and supporting play and learning, ensuring you're well-prepared for the demands of childcare. Combining theoretical learning with practical activities, this course builds your confidence and competence. Enroll today to gain a strong foundation and step into the childcare industry with assurance and expertise! Who is this course for? Entry Level 2 Extended Award in Skills for Working in Child Care Industries This entry level 2 extended award in skills for working in child care industries course is for individuals with little to no childcare experience seeking entry-level roles or further education in the field. Requirements Entry Level 2 Extended Award in Skills for Working in Child Care Industries To enrol in this Entry Level 2 Extended Award in Skills for Working in Child Care Industries Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Skills for Working in Child Care Industries Course. Be energetic and self-motivated to complete our Skills for Working in Child Care Industries Course. Basic computer Skill is required to complete our Skills for Working in Child Care Industries Course. If you want to enrol in our Child Care Industries Course, you must be at least 15 years old. Career path Entry Level 2 Extended Award in Skills for Working in Child Care Industries This entry level 2 extended award in skills for working in child care industries course prepares individuals for roles such as: Childcare assistant Nursery aide Playgroup helper And further education in childcare.
Henna: Henna Course Online Do you want to be a professional henna artist? Then you should join our certified henna course and start your career as a henna artist. The henna course offers comprehensive training in the application of henna for diverse occasions. As a student of the henna course, you can learn about henna's cultural significance, preparation methods, and application techniques. The henna course curriculum covers intricate design principles, colour theory, and client consultations. Through henna course practical sessions, students gain hands-on experience. Moreover, this henna course helps in mastering the skills required to create stunning henna designs for weddings, festivals, and other events. Enrol in our henna course to lay a solid foundation for aspiring henna artists to excel in this craft. Main Course: Henna Course Free Courses included with Henna: Henna Course Course 01: Level 4 Beauty Therapy And Makeup [ Note: Free PDF certificate as soon as completing the Henna: Henna Course] Henna: Henna Course Online This Henna: Henna Course consists of 13 modules. Course Curriculum of Henna: Henna Course Module 1: Introduction to Henna Art Module 2: Henna Ingredients and Tools Module 3: Basics of Henna Application Module 4: Traditional Henna Designs Module 5: Contemporary Henna Styles Module 6: Advanced Henna Techniques Module 7: Henna Application on Different Surfaces Module 8: Bridal Henna Artistry Module 9: Advanced Colour Enhancements Module 10: Henna Business and Marketing Module 11: Professional Henna Portfolio Development Module 12: Health and Safety in Henna Application Module 13: Henna Removal Techniques Assessment Method of Henna: Henna Course After completing Henna: Henna Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Henna: Henna Course After completing the Henna: Henna Course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Who is this course for? Henna: Henna Course Online The henna course is intended to serve a broad spectrum of learners who are keen to advance their proficiency in henna. Requirements Henna: Henna Course Online To enrol in this Henna: Henna Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Henna: Henna Course. Be energetic and self-motivated to complete our Henna: Henna Course. Basic computer Skill is required to complete our Henna: Henna Course. If you want to enrol in our Henna: Henna Course, you must be at least 15 years old. Career path Henna: Henna Course Online Successful completion of the henna course can lead to a variety of fascinating employment prospects in henna-related professions.
Construction Management: Construction Management course Online Unlock the Power of Construction Management: Construction Management course: Enrol Now! The Construction Management: Construction Management course starts with the basics of construction management and then takes the students to the higher level of construction management and introduces the learners to different aspects of the construction industry and construction project management. This Construction Management: Construction Management course will benefit learners by teaching them about construction project management, construction site management, and tools and techniques for estimating a construction management project in the construction industry. The demand for professional qualifications in the construction industry is increasing, and construction firms are hiring professionals. In addition, with this comprehensive Construction Management: Construction Management course, learners will be able to develop new skills and improve their existing skills. Main Course: Level 7 Construction Management Free Courses included with Construction Management: Construction Management Course: Course 01: Property Management [ Note: Free PDF certificate as soon as completing the Construction Management: Construction Management course] Construction Management: Construction Management course Online This Construction Management: Construction Management course consists of 20 Modules. This Construction Management: Construction Management course gives students an intensive yet digestible introduction to the contemporary construction sector and its key contributors. Enrol in this advanced Construction Management: Construction Management course and develop the practical skills, knowledge and confidence to step into the construction management profession as a capable leader. Assessment Method of Construction Management: Construction Management course After completing Construction Management: Construction Management course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Construction Management: Construction Management course After completing the Construction Management: Construction Management course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Who is this course for? Construction Management: Construction Management course Online This Construction Management: Construction Management course is recommended for anyone looking for work in the construction industry. People who work in construction management-related fields and want to expand their experience and skills will benefit from this Construction Management: Construction Management course. Requirements Construction Management: Construction Management course Online To enrol in this Construction Management: Construction Management course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Construction Management: Construction Management course. Be energetic and self-motivated to complete our Construction Management: Construction Management course. Basic computer Skill is required to complete our Construction Management: Construction Management course. If you want to enrol in our Construction Management: Construction Management course, you must be at least 15 years old. Career path Construction Management: Construction Management Course Online
Welcome to this course on OWASP Top 10 where we will take a closer look at the top ten vulnerabilities that applications face today. This is a mix of both theory as well as practical and explains to you the real-world cyber-attacks on various companies and web applications.
Free Level 5 QLS Endorsed Certificate | CPD Accredited | 150 CPD Points | Advanced Learning Materials | Lifetime Access
Diploma in IT Security (Malware) is one of our best selling and most popular course. This course is suitable for anyone aspiring to or already working in IT Security and looks at skills needed to improve IT Security. By taking this course you will gain the necessary skills to perform effectively in this field. The Diploma in IT Security (Malware) is organised into 2 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 17 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. 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 Full Tutor Support on Weekdays 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 Mock exams Multiple-choice assessment 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.
This course offers you the exact skills and principles you need to deliver a project using Python along with the tools you can use to create solid Python code. Master the language constructs, tools, and terminology with this carefully designed course for beginners.
Free Level 7 QLS Endorsed Certificate | CPD & CiQ Accredited | Audio Visual Training | 180 CPD Points | Lifetime Access