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
The Statistics Analyst - CPD Accredited Course provides a dynamic and in-depth understanding of statistical analysis, designed for those seeking to develop their analytical abilities in various industries. Through this course, participants will gain a solid grounding in statistical methods, techniques, and tools that are essential for making data-driven decisions. The curriculum has been crafted to enhance learners’ understanding of key statistical concepts, empowering them to interpret and analyse data effectively. By completing this course, learners will be equipped with the knowledge to apply statistical analysis to real-world scenarios, boosting their analytical thinking and decision-making capabilities. With a focus on developing core analytical expertise, the course is ideal for individuals looking to advance their careers in data analysis, research, or any field where data plays a critical role. Whether you are pursuing a career in business, healthcare, or marketing, this CPD-accredited course offers a professional route to becoming a proficient statistics analyst. Learning Outcomes: It's your chance to start with ourITcourse and give your resume the stamp of approval that employers are looking for. So, pick up your card now and fill up your virtual basket with this highly-rated Statistics Analyst - CPD Accredited online training program from Training Express Still not convinced? Take a glimpse of the key benefits you'll get with - Lessons prepared in collaboration with Professionals User-friendly Learner Management System (LMS) Syllabus designed in line with the standards of the UK Education System Updated Study Materials focusing both on Knowledge and Skill based training Guidance to expand in 'a' territory and move forward with Data Analyst profession Free Assessment to test learners' knowledge and skills · Accredited learning and widely recognised certificate from reputed CPD Accreditation Bodies Course Curriculum: Module 01: Introduction to Statistics Module 02: Measuring Central Tendency Module 03: Measures of Dispersion Module 04: Correlation and Regression Analysis Module 05: Probability Module 06: Sampling Module 07: Charts and Graphs Module 08: Hypothesis Testing Module 09: Business Processes Module 10: Business Analysis Planning and Monitoring Module 11: Strategic Analysis and Product Scope Module 12: Ratio Analysis Module 13: Planning & Forecasting Operations Module 14: Ten Common Statistical Mistakes Course Assessment You will immediately be given access to a specifically crafted MCQ test upon completing the Statistics Analyst - CPD Accredited course. For each test, the pass mark will be set to 60%. Accredited Certificate After successfully completing this Statistics Analyst - CPD Accredited course, you will qualify for the CPD Quality Standards (CPD QS) certified certificate from Training Express. CPD 10 CPD hours / points Accredited by The CPD Quality Standards (CPD QS) Who is this course for? The Statistics Analyst - CPD Accredited training is ideal for highly motivated individuals or teams who want to enhance their skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Learn the essential skills and knowledge you need to excel in your professional life with the help & guidance from our Statistics Analyst - CPD Accredited training.
With expert guidance and easy-to-understand narration, this course gets you up and running with the SwiftUI framework. You will learn how to use the SwiftUI framework, its tools, and its technology to build applications with ease.
Dive into the dynamic world of retail banking and discover its intricate workings with the course, 'Retail Banking Fundamentals: Navigating the Financial World'. This comprehensive guide unravels the complexities of the financial realm, presenting them in an easy-to-grasp manner for those eager to embark on a journey into the banking sector. From the foundational aspects of banking to the nuanced skills of cash sorting and fraud handling, every module has been designed to provide a holistic understanding of the industry and empower you to navigate the financial world with confidence. Learning Outcomes Understand the foundational concepts of retail banking and its various services. Differentiate between the categories of banking institutions and their functions. Develop proficiency in bank account operations, from opening to management. Acquire essential skills in bookkeeping, payment processing, and handling fraudulent activities. Grasp the principles of customer service, risk management, and ethics within the banking domain. Why buy this Retail Banking Fundamentals: Navigating the Financial World? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Retail Banking Fundamentals: Navigating the Financial World there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this Retail Banking Fundamentals: Navigating the Financial World for? Individuals aspiring to pursue a career in the retail banking sector. Current banking employees seeking to deepen their knowledge and understanding. Finance and commerce students aiming to expand their educational horizon. Entrepreneurs and business owners who interact regularly with banks. Anyone interested in understanding the mechanics of the financial world. Prerequisites This Retail Banking Fundamentals: Navigating the Financial World does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Retail Banking Fundamentals: Navigating the Financial World 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. Career path Bank Teller - Average UK salary: £18,000 - £22,000. Customer Service Representative (Bank) - Average UK salary: £19,000 - £23,500. Risk Management Analyst - Average UK salary: £32,000 - £47,000. Bank Branch Manager - Average UK salary: £30,000 - £55,000. Fraud Investigator - Average UK salary: £28,000 - £43,000. Bookkeeper - Average UK salary: £20,000 - £27,000 Course Curriculum Module 01: Introduction to Banking Introduction to Banking 00:13:00 Module 02: Banking Services Banking Services 00:11:00 Module 03: Categories of Banking Institutions Categories of Banking Institutions 00:13:00 Module 04: Bank Teller Bank Teller 00:08:00 Module 05: Bank Accounts and Opening Them Bank Accounts and Opening Them 00:14:00 Module 06: Mathematics for Bank Tellers Mathematics for Bank Tellers 00:15:00 Module 07: Bookkeeping and Payment Bookkeeping and Payment 00:14:00 Module 08: Cash Sorting & Counterfeit Identification Cash Sorting & Counterfeit Identification 00:12:00 Module 09: Fraud Handling Fraud Handling 00:12:00 Module 10: Customer Services Customer Services 00:12:00 Module 11: Banking Risk Management Banking Risk Management 00:13:00 Module 12: Ethics Ethics 00:06:00
Description: In this current world, it is imperative to have computer skills for personal and professional field. If you are someone who is new to this idea and looking to brush up your skills, then this Computer Operating and Maintenance Foundation Training is perfect stepping stone for you. With the course guidance, you will know about the basic hardware and software stuff in a very minimum time. You will learn how to interact with the applications interface, protect and safeguard your data, customizing your computer, etc. You will also learn about basic input, output and storage devices. Learning Outcomes: Realise the common computing concepts Figure out the difference between hardware and software, as well as how they work Realise the operations of information networks Be conscious of security measures as well as learn working safely Obtain knowledge of the primary steps of operating a computer, involving using the keyboard,mouse, and Windows desktop Become competent to manage and use files and folders with proficiency Get knowledge of how to implement the fundamental Windows Applications,at the same time, learn Wordpad, Notepad, Task Manager, Calculator, Paint and Internet Explorer. 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? Computer Operating and Maintenance Foundation Training 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 Computer Operating and Maintenance Foundation Training 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. General Concepts Basic Terms 00:15:00 Types of Computers 00:15:00 Anatomy of a PC 00:30:00 How a PC Works 00:15:00 Hardware Devices CPU and Memory 00:30:00 Input Devices 00:15:00 Output Devices 00:15:00 Secondary Storage Devices 00:30:00 Software The Basics 00:15:00 Operating Systems and Applications 00:30:00 How is Software Built 00:15:00 Types of Software 00:15:00 Legal Issues 00:15:00 Troubleshooting Software 00:14:00 Hardware, Devices, and Peripherals 00:06:00 Backup and Restore 00:03:00 Mock Exam Mock Exam- Computer Operating and Maintenance Foundation Training 00:20:00 Final Exam Final Exam- Computer Operating and Maintenance Foundation Training 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
14 in 1 "Debt Financing" Bundle only at £79 Get Hard Copy + PDF Certificates + Transcript + Student ID Card + e-Learning App as a Gift - Enrol Now Tired of browsing and searching for a Debt Financing course you are looking for? Can't find the complete Debt Financing package that fulfils all your needs? Then don't worry as you have just found the solution. Take a minute and look through this 14-in-1 extensive Debt Financing bundle that has everything you need to succeed in Debt Financing and other relevant fields! After surveying thousands of learners just like you and considering their valuable feedback, this all-in-one bundle has been designed by industry experts. We prioritised what learners were looking for in a complete package and developed this in-demand Debt Financing course that will enhance your skills and prepare you for the competitive job market. Furthermore, to help you showcase your expertise in Debt Financing, we have prepared a special gift of 1 hardcopy certificate and 1 PDF certificate for the title course completely free of cost. These Debt Financing certificates will enhance your credibility and encourage possible employers to pick you over the rest. This Bundle Consists of the following Premium courses: Course 01: Debt Management - Online Course Course 02: Improve your Financial Intelligence Course 03: Financial Wellness: Managing Personal Cash Flow Course 04: Financial Analysis : Finance Reports Course 05: Banking and Finance Accounting Statements Financial Analysis Course 06: Financial Modeling Course for a Non-Finance Background Course 07: Capital Budgeting & Investment Decision Rules Course 08: Budgeting and Forecasting Course 09: Financial Analysis Course 10: Investment Banking & Valuation Course 11: Finance Assets Course 12: Level 3 Tax Accounting Course 13: Essentials of UK VAT Course 14: Fraud Management & Anti Money Laundering Awareness Complete Diploma Enrol now to advance your career, and use the premium study materials from Apex Learning. Benefits you'll get from choosing Apex Learning for this Course: Pay once and get lifetime access to 14 CPD courses Free e-Learning App for engaging reading materials & helpful assistance Certificates, student ID included in a one-time fee Free up your time - don't waste time and money travelling for classes Accessible, informative modules designed by expert instructors Learn anytime, from anywhere Study from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (For The Title Course) Hard Copy Certificate: Free (For The Title Course) Curriculum Course 01: Debt Management - Online Course Introduction to Debt Management Long Term and Short Term Debt Identifying Your Debt Debt Management Plan Debt Assessment Building Budget Debt Counselling When Is Debt Good? Avoiding Debt Problems How to Handle Debt Collectors How to Get Out of Debt Dealing with Bankruptcy and Insolvency Laws and Regulations Course 02: Improve your Financial Intelligence Introduction The Three Key Financial Statements Ratio Analysis Profit vs Cash Managing Working Capital Return on Investments A broader Perspective How much have you learned Course 03: Financial Wellness: Managing Personal Cash Flow Introduction to Personal Cash Flow Understanding the Importance of Personal Finance Accounting and Personal Finances Cash Flow Planning Understanding Personal Money Management Borrowing, Credit and Debt Managing Personal Insurance Understanding Tax and Financial Strategies Designing a Personal Budget Money and Mental Health Course 04: Financial Analysis : Finance Reports Welcome to the Course! Get the Overview of What You'll Learn What is a 10-K? Evaluating Profitability by Analyzing the Income Statement Evaluating Operations: Tying Operating Metrics to Financial Results Evaluating Financial Strength: Balance Sheet Analysis Evaluating Cash Flow Generation Performing Investment Analysis Course 05: Banking and Finance Accounting Statements Financial Analysis Introduction and Welcome to the Course Introduction to Accounting Introduction to Financial Statements Understanding Working Capital Introduction to Financial Analysis Financial Analysis - Case Study and Assignment Financial Ratio Analysis in Corporate Finance Financial Modelling for Mergers and Acquisitions Course Summary and Wrap Up Course 06: Financial Modeling Course for a Non-Finance Background Introduction Project Cost Depreciation Schedule of Term Loan Profit and Loss Account Preparation of Balance sheet Course 07: Capital Budgeting & Investment Decision Rules Introduction NPV Method Payback Period Method Internal Rate of Return (IRR) Evaluating Projects in Different Lives Conclusion Course 08: Budgeting and Forecasting Introduction Detail Budget Requirement Process of Making Budget Course 09: Financial Analysis Introduction Profitability Return Ratio Liqudity Ratio Operational Analysis Detecting Manipulation Course 10: Investment Banking & Valuation Introduction to Investment Banking Structure and Side of Investment Banking Valuation Methods in Investment Banking Leveraged Buyout (LBO) Initial Public Offering (IPO) Merger and Acquisition Ethics in Investment Banking Course 11: Finance Assets Finance and Free Market Economies Corporate Finance Company Stock Valuation & Derivatives Option Valuation: Fundamentals vs. Technical Analysis Financial Forecasting Course 12: Level 3 Tax Accounting Tax System and Administration in the UK Tax on Individuals National Insurance How to Submit a Self-Assessment Tax Return Fundamentals of Income Tax Advanced Income Tax Payee, Payroll and Wages Capital Gain Tax Value Added Tax Import and Export Corporation Tax Inheritance Tax Double Entry Accounting Management Accounting and Financial Analysis Career as a Tax Accountant in the UK Course 13: Essentials of UK VAT Understanding VAT VAT Terminology and Calculation VAT Taxable Persons VAT Registration VAT Rates Invoicing and Records VAT Application in Goods, Services and Vehicles Supply The VAT Return Tips on VAT Compliance VAT Exemptions and Zero-Rated VAT Miscellaneous VAT Issues and Penalties Making Tax Digital Course 14: Fraud Management & Anti Money Laundering Awareness Complete Diploma Introduction to Money Laundering Proceeds of Crime Act 2002 Development of Anti-Money Laundering Regulation Responsibility of the Money Laundering Reporting Office Risk-based Approach Customer Due Diligence Record Keeping Suspicious Conduct and Transactions Awareness and Training CPD 140 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this bundle including- Students Graduates Job Seekers Job Holders Requirements Our Debt Financing is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones, so you can access your course on Wi-Fi, 3G or 4G. Career path Having this expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included You will get the PDF Certificate for the title course (Debt Management - Online Course) absolutely Free! Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Debt Management - Online Course) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.
Embark on a journey to establish a successful cleaning business in the UK with our comprehensive course. Learn start-up costs, business models, legal aspects, and client satisfaction strategies. Ideal for entrepreneurs eager to thrive in the cleaning industry.