In this video course, you'll explore the field of web and digital analytics. You'll learn about the various roles in digital analytics and discover the skills and education you need to get into these roles.
Duration 2 Days 12 CPD hours This course is intended for This course is aimed at anyone currently working with data who is interested in using data visualisation to more effectively communicate their results. Overview At completion, delegates will understand how data visualisations can be best used to communicate actionable insights from data and be competent with the tools required to do it. Visualising data, and analytics results, is one of the most effective ways to achieve this. This course will cover the theory of data visualisation along with practical skills for creating compelling visualisations from data. Course Outline The use of analytics, statistics and data science in business has grown massively in recent years. Harnessing the power of data is opening actionable insights in diverse industries from banking to horse breeding. The companies doing this most successfully understand that using sophisticated analytics approaches to unlock insights from data is only half the job. Communicating these insights to all of the different parts of an organisation is just as important as doing the actual analysis. Visualising data, and analytics results, is one of the most effective ways to achieve this. This course will cover the theory of data visualisation along with practical skills for creating compelling visualisations from data. To attend this course delegates should be competent in the use of data analysis tools such as reporting tools, spreadsheet software or business intelligence tools. The course will explore the following topics through a series of interactive workshop sessions: Fundamentals of data visualisation Data characteristics & dimensions Mapping visual encodings to data dimensions Colour theory Graphical perception & communication Interaction design Visualisation different characteristics of data: trends, comparisons, correlations, maps, networks, hierarchies, text Designing effective dashboards
Description: Explore all that you need at an advanced level to become a proficient Microsoft OneNote 2010 user. This course will help you learn more advanced skills for working with your Notebooks. It demonstrates the new and enhanced features in Microsoft OneNote 2010 for gathering and sharing information. Students will explore OneNote 2010 interface features, including creating switchboards, macros, original reports, custom buttons, and in-depth custom queries for detailed data analysis. Students will also explore the best practices to employ during initial design and creation steps. In this course you will learn the necessary skills, knowledge and information of Microsoft One Note 2010. Who is this course for? This course would be ideal for Microsoft Office users, students, and office workers. This course is designed for anyone who wants to learn Microsoft one note 2010 at an advanced level. Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam, you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hard copy at the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: The Microsoft One Note 2010 Advanced Level will be very beneficial and helpful, especially to the following professionals: Event planner Project manager Real estate agent Travel agent Teacher Lawyer Microsoft One Note 2010 Advanced Level Module One - Getting Started 00:30:00 Module Two - Upgrading from One Note 2007 or 2003 01:00:00 Module Three - Staying Organized 01:00:00 Module Four - Note Taking Tools 01:00:00 Module Five - Text and Page Formatting 01:00:00 Module Six - Drawing and Handwriting Notes 01:00:00 Module Seven - Office Integration 01:00:00 Module Eight - Researching a Topic 01:00:00 Module Nine - Linked Notes 01:00:00 Module Ten - Collaborating 01:00:00 Module Eleven - Other Tools 01:00:00 Module Twelve - Wrapping Up 00:30:00 Activities - Microsoft One Note 2010 Advanced Level 00:00:00 Mock Exam Mock Exam- Microsoft one note 2010 advanced level 00:20:00 Final Exam Final Exam- Microsoft one note 2010 advanced level 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
24-Hour Knowledge Knockdown! Prices Reduced Like Never Before Customers are the true kings of the modern business world. They are the rulers, the controllers of the entire market. That's why a company's progress depends on how it handles its customer service and public relations. An astounding 80% of the total businesses in the UK now see customer service as the main arena where they compete. That's where this bundle comes in, offering top-notch service and helping you exceed customer expectations while making your business stand out from the crowd. From the fundamentals of Customer Relationship Management and Public Relations strategies to the nuances of Phone-based Customer Service and KYC protocols, this bundle offers a deep insight into Customer Service Excellence. It also includes specialised training in Hospitality, Service Helpdesk, and Technical support, along with personal development courses like Assertiveness, Conflict resolution, and Effective Communication Skills. Courses Included In this CRM Training Are: Course 01: Customer Relationship Management Course 02: PR: Public Relation Course 03: Phone-Based Customer Service Course 04: Know Your Customer (KYC) Course 05: Customer Service - Representative Course 06: Customer Service & Environment Course 07: Patient Customer Service Training Course 08: Customer Service Fraud Officer Course 09: Service Helpdesk & Technical Support Course 10: Call Centre Training Course 11: Level 2 Certificate in Understanding Excellence in Customer Service for Hospitality Course 12: Assertiveness and Self Confidence Development Course 13: Win Customers Efficiently: Customer Service Diploma Course 14: Hotel Management with Hotel Receptionist and Hospitality Management Course 15: Professional Waiter Diploma Course 16: Receptionist Skills Course 17: Conflict Resolution Course 18: Decision-Making and Critical Thinking Training Course 19: Developing Interpersonal Skills Course Course 20: Effective Communication Skills Grab this amazing opportunity to gain a competitive edge in the customer service and PR sectors. 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Get a Free QLS Endorsed Certificate upon completion of the CRM bundle Get a Free Student ID Card with CRM Training The CRM course is Affordable and Simple to understand Lifetime Access to the CRM course materials The CRM course comes with 24/7 Tutor Support Start your learning journey straight away! Course Curriculum Course 01: Diploma in Customer Relationship Management at QLS Level 4 Module 01: Introduction to Customer Relationship Management (CRM) Module 02: CRM Fundamentals Module 03: CRM Strategies Module 04: Data Analysis in CRM Module 05: CRM Databases Module 06: Deepening Customer Relationship Module 07: Handling Customer Complaints Module 08: Future of CRM Course 02: PR: Public Relation Module 01: Introduction to Public Relations Module 02: Concepts of Public Relations Module 03: Management and Organisation of Public Relations Module 04: Public Relations Tactics and Research Module 05: Major Fields of Public Relations Practice Part I Module 06: Major Fields of Public Relations Practice Part II Module 07: Social Media and PR Module 08: Public Speaking Module 09: Power of Storytelling Module 10: Becoming an Influencer Module 11: Importance of Body Language Module 12: Implementing CSR Module 13: Performance Evaluation and Performance Reporting Module 14: Cross-Cultural Awareness Module 15: Cross-Cultural Communication Module 16: Corporate Cross-Cultural Awareness Module 17: Cultural Values Module 18: Working with and Managing a Culturally Diverse Team Module 19: Defamation Module 20: Crisis management Module 21: Media Regulatory Bodies Module 22: Ethics: Professionalism in Public Relations Module 23: Decision Making with Critical Thinking Course 03: Phone-Based Customer Service Module 01: Introduction to Customer Service Module 02: What's Different about Good Customer Service? Module 03: Customer Relationship Management Module 04: Customer Service Communication Strategies Module 05: Aspects of Phone Etiquette Module 06: Building Rapport Over the Phone Module 07: Inbound and Outbound Calls Module 08: Active Listening and Managing Tough Callers Module 09: Managing Interoffice Calls and Voicemail Module 10: Problem Solving over the Phone Module 11: Intra Organisation Dealings Module 12: Measuring Customer Service =========>>>>> And 17 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*20 = £260) CPD Hard Copy Certificate: Free (For The Title Course: Previously it was £29.99) QLS Endorsed Hard Copy Certificate: Free (For The Title Course: Previously it was £99) CPD 310 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: Customer service reps PR professionals Hospitality staff Call centre agents Anyone in service Requirements You will not need any prior background or expertise to enrol in this CRM bundle. Career path After completing this bundle, you are to start your career or begin the next phase of your career. Customer Relationship Manager - £30,000 to £50,000 Public Relations Officer - £25,000 to £40,000 Call Centre Manager - £28,000 to £45,000 Patient Service Specialist - £20,000 to £35,000 Hotel Receptionist/Manager - £18,000 to £30,000 Customer Service Trainer - £25,000 to £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. Customer Relationship Management CPD Accredited Certificate Hard copy certificate - Included Please note that International students have to pay an additional £10 as a shipment fee. Diploma in Customer Relationship Management at QLS Level 4 Hard copy certificate - Included Hard copy certificate - Included Please note that International students have to pay an additional £10 as a shipment fee.
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Additionally, practical skills in Microsoft Excel, Business and Data Analytics, and Financial Analysis are taught, equipping you to handle complex data environments effectively. Courses Are Included in this Data Entry Administrator & Clerk Bundle: Course 01: Data Entry Administrator & Clerk - CPD Certified Course 02: Google Data Studio: Data Analytics Course 03: General Data Protection Regulation (GDPR) & Cyber Security Management Course 04: Business and Data Analytics for Beginners Course 05: Business Administration Course 06: Office Admin Assistant Course 07: Office Administration & Skills Diploma Course 08: Business Improvement Course 09: Financial Analysis Course Course 10: Ultimate Microsoft Excel For Business Bootcamp Course 11: Diploma in Business Proposal Writing Course 12: Business Etiquette and Professional Behaviour Course 13: Negotiation Skills Certificate Course 14: Diploma in Performance Management Course 15: Workplace Confidentiality Course 16: Project Management Course Course 17: Product Management Course 18: Strategic Marketing & Planning Course 19: Visual Merchandising Diploma Course 20: Customer Service Training Embrace the opportunity to become a cornerstone of workplace efficiency and data management by enroling in our Data Entry Administrator course. Enrol now and join us to advance your career and become part of the future of business operations. Learning Outcomes of this Bundle: Master efficient data entry techniques and office administration skills. Analyse data effectively using Google Data Studio and Excel. Understand GDPR compliance and cyber security essentials. Develop business and financial analysis skills for workplace application. Enhance communication, negotiation, and project management capabilities. Apply strategic planning and performance management in business settings. This Diploma in Data Entry Administrator at QLS Level 3 course is endorsed by The Quality Licence Scheme and accredited by CPD QS (with 120 CPD points) to make your skill development & career progression more accessible than ever! Why Prefer this Course? Get a Free CPD Accredited 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 Data Entry. With this Certification, graduates are better positioned to pursue career advancement and higher responsibilities within the Data Entry setting. The skills and knowledge gained from this course will enable learners to make meaningful contributions to Data Entry-related fields, impacting their Data Entry experiences and long-term development. Course Curriculum Course 01: Data Entry Administrator & Clerk - CPD Certified Module 01: Introduction Module 02: Using the Computer Module 03: Common Rules and Guidelines Module 04: Using Excel for Efficient Data Entry Module 05: Using Excel's Flash Fill and Autofill to Automate Data Entry Module 06: How to Create a Form in Excel? Module 07: Using Statistics Packages Course 02: Google Data Studio: Data Analytics Module 01: Introduction to GDS Module 02: Data Visualisation Module 03: Geo-visualisation Module 04: A Socio-Economic Case Study Course 03: General Data Protection Regulation (GDPR) & Cyber Security Management Module 01: The Purpose and Principles of the UK GDPR Module 02: The Legal Foundations of GDPR Module 03: The Governance of GDPR Module 04: Protecting Personal Data Module 05: Exemptions to GDPR Module 06: International Transactions and National Security Module 07: Introduction to Cyber Security Module 08: Cyber Attacks Module 09: Cybercrimes Module 10: Cyber Security and Data Breaches Module 11: Password Management Module 12: Internet Browsing Module 13: Office and Remote Work Security Module 14: Device Management Module 15: Preventative Measures =========>>>>> And 17 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*20 = £390) 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 £89) CPD 200 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 data entry clerks Office administrators Career changers Business professionals Administrative staff 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. Data Entry Administrator: £18,000 - £25,000 Office Manager: £24,000 - £35,000 Business Analyst: £35,000 - £60,000 Financial Analyst: £30,000 - £50,000 Project Manager: £30,000 - £70,000 Certificates CPD Accredited Digital Certificate Digital certificate - Included Upon passing the Bundle, you need to order to receive a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD . 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 Data Entry Administrator at QLS Level 3 Hard copy certificate - Included Please note that International students have to pay an additional £10 as a shipment fee.
Explore the intersection of business intelligence and data mining with our comprehensive course. Learn how to extract valuable insights from large datasets to drive informed business decisions. Gain practical skills in data analysis, pattern recognition, and predictive modeling. Whether you're a business professional or aspiring analyst, this course equips you with the tools and techniques to harness the power of data for strategic advantage in today's competitive business landscape.
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This Business Law Training Bundle Contains 6 of Our Premium Courses for One Discounted Price: Course 01: Business Law Course 02: Business Studies Course 03: Business Lead Generation Course 04: Level 3 Diploma in Business Etiquette Course 05: Ultimate Microsoft Excel For Business Bootcamp Course 06: UK Tax Accounting Whether you're a new entrepreneur, an established business owner, or a professional looking to enhance your career prospects, the Business Law Training - CPD Certified bundle provides a valuable foundation for success. Invest in your future and enrol today! Learning Outcomes of Business Law Training Gain a comprehensive understanding of business law and legal frameworks. Develop expertise in business studies, strategies, and lead generation techniques. Learn professional etiquette and communication skills for effective business relationships. Master advanced Microsoft Excel skills for data analysis and reporting. Understand UK tax accounting principles and compliance requirements. Acquire time management strategies for enhanced productivity and efficiency. With this comprehensive Business Law Training bundle, you can achieve your dreams and train for your ideal career. This Business Law Training bundle covers essential aspects in order to progress in your chosen career. Why Choose Us? Get a Free CPD Accredited Certificate upon completion of Business Law Get a free student ID card with Business Law Training program (£10 postal charge will be applicable for international delivery) The Business Law is affordable and simple to understand This course is entirely online, interactive lesson with voiceover audio Get Lifetime access to the Business Law course materials The Business Law comes with 24/7 tutor support Start your learning journey straightaway! *** Course Curriculum *** Course 01: Business Law Module 1: Introduction Module 2: European Community Law Module 3: The Court System Module 4: Civil and Alternative Dispute Resolution Module 5: Contract & Business Law Module 6: Employment Law Module 7: Agency Act Module 8: Consumer Protection Act Module 9: Act of Tort Module 10: Business Organisations Module 11: Company Act Module 12: Business Property Module 13: Competition Law Course 02: Business Studies Module 01: Introduction To Business Management Module 02: Operations Management Module 03: Introduction To Business Analysis Module 04: Project Management Module 05: Business Process Management Module 06: Planning & Forecasting Operations Module 07: Performance Management Module 08: Management Of Cash And Credit Module 09: Managing Risk And Recovery Module 10: Business Environment Module 11: Human Resource Management Module 12: Customer Service Course 03: Business Lead Generation Introduction To Lead Generation Module 01: Lead Generation Marketing Module 02: What Is Attraction Marketing? Module 03: Strategies For Lead Generation Module 04: Using Customer Relation Management (CRM) For Relationship Building Module 05: Using Social Media For Lead Generation Module 06: Using Pay Per Click (PPC) For Lead Generation Module 07: Conclusion =========>>>>> And 2 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*6 = £78) CPD Hard Copy Certificate: £29.99 CPD 60 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: Business professionals Entrepreneurs and managers Legal and compliance officers Accounting and finance professionals Marketing and sales teams Requirements You will not need any prior background or expertise to enrol in this bundle. Career path After completing this bundle, you are to start your career or begin the next phase of your career. Business Owner Consultant Manager Legal Assistant Accountant Entrepreneur 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 - £29.99 Please note that International students have to pay an additional £10 as a shipment fee.
Description: This Microsoft Office 2010 Access Intermediate - Complete Video Course builds on the skills and concepts taught in Access 2010: Basic. In this series, you will learn about relational databases, related tables, complex queries, advanced form design, reports and printing, charts, and PivotTables and PivotCharts. From building reports to using conditional formatting, you'll see how to present your data and gain techniques for using Visual Basic to automate common tasks. You will discover the fundamentals of database design and construction, which will allow you to construct a strong relational database that makes future modifications and data analysis easier. Do you want to take your Microsoft Access skills to the next level? In this course, you'll master more advanced techniques for this powerful database program and build an entire data project from scratch. Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Microsoft Office 2010 Access Intermediate - Complete Video Course is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Microsoft Office 2010 Access Intermediate - Complete Video Course is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Relational Databases Database Normalization 00:14:00 Table Relationships 00:13:00 Referential Integrity 00:12:00 Related Tables Creating Lookup Fields 00:11:00 Modifying Lookup Fields 00:06:00 Using Subdatasheets 00:04:00 Complex Queries Joining Tables in Queries 00:26:00 Using Calculated Fields 00:09:00 Summarizing and Grouping Values 00:08:00 Advanced Form Design Adding Unbound Controls 00:08:00 Adding Graphics 00:04:00 Adding Calculated Values 00:06:00 Adding Combo Boxes 00:04:00 Advanced Form Types 00:10:00 Reports and Printing Customized Headers and Footers 00:17:00 Calculated Values 00:08:00 Printing 00:03:00 Labels 00:05:00 Charts Charts in Forms 00:08:00 Charts in Reports 00:06:00 PivotTables and PivotCharts PivotTables 00:05:00 Modifying PivotTables 00:07:00 PivotCharts 00:04:00 PivotTable Forms 00:01:00 Mock Exam Mock Exam- Microsoft Office 2010 Access Intermediate - Complete Video Course 00:20:00 Final Exam Final Exam- Microsoft Office 2010 Access Intermediate - Complete Video Course 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
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