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Do you want to develop your career in the accounting or taxes industry? Then you should enrol in our Certificate in Tax Accounting course. Because this online course is always accessible, you can take it whenever you want. The Certificate in Tax Accounting covers a wide range of topics, including tax laws and regulations, tax planning and preparation, and tax research. You'll learn how to accurately prepare tax returns for individuals, businesses, and other entities and how to advise clients on tax-related matters. Not only will this course give you the skills and knowledge you need to succeed in the field of tax accounting, but it will also provide you with a valuable credential that can help you stand out in a competitive job market. In addition, upon completion of the course, you'll receive a certificate that you can add to your resume and use to demonstrate your expertise to potential employers. Take the first step toward a lucrative career in accounting and taxation by enrolling in our Certificate in Tax Accounting course right away. With 24/7 access to course materials, you'll be able to learn at your own pace and on your schedule. So don't wait - start your journey towards a new career today! Learning Outcomes From this course, you will learn the following: Learn about income statements and balance sheet Gain knowledge about Tax System and Administration in the UK Learn about taxes on an individual Understand national insurance Understand Payee, Payroll and Wages Analyse Value-Added Tax Describe accounting career Understand how corporations do accounting Why should you choose the course with Academy for Health & Fitness? Opportunity to earn a certificate accredited by CPD after completing this course Student ID card with amazing discounts - completely for FREE! (£10 postal charges will be applicable for international delivery) Globally accepted standard structured lesson planning Innovative and engaging content and activities Assessments that measure higher-level thinking and skills Complete the programme in your own time, at your own pace Each of our students gets full 24/7 tutor support The course has been designed by experts, to create a rich and in-depth training experience for all the students who enrol on it. Enrol on this course now and get instant access to this course materials. Then, enjoy this course materials online from any internet-enabled device and learn when it suits you. Start your learning journey with this course straight away and take a step forward in securing a better future! *** Course Curriculum *** Module 01: Introduction to Accounting Introduction First Transactions T Accounts introduction T-Accounts conclusion Trial Balance Income Statement Balance Sheet Module 02: Income Statement and Balance Sheet Balance Sheet Variations Accounts in practise Balance Sheets what are they Balance Sheet Level 2 Income Statement Introduction Are they Expenses or Assets? Accounting Jargon Module 03: Tax System and Administration in the UK Origin & History of Taxation The Economic Function of Taxation The Social Justice Purpose of Taxation And many more Module 04: Tax on Individuals Individual Taxes in the United Kingdom Your Rights and Obligations as an Employee and as a Self-Employed Individual Module 05: National Insurance Overview National Insurance Classes The Amount of National Insurance Payment Importance of National Insurance Module 06: How to Submit a Self-Assessment Tax Return Overview Registering and Sending a Return Deadlines Module 07: Fundamentals of Income Tax Overview Personal Allowances Computation of Income Tax Liability Module 08: Payee, Payroll and Wages What is the Pay as You Earn (PAYE) System? Use of Tax Codes to Deduct Tax Under PAYE Notice of Coding Module 09: Value Added Tax Introduction VAT Registration Accounting for VAT Schemes for Small Businesses Module 10: Corporation Introduction The Statement of Taxable Total Profits The Corporation Liability Module 11: Double Entry Accounting Basic Terminology Debits and Credits Double-Entry System Module 12: Career Responsibilities Salary Working Hours What to Expect 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? This Certificate in Tax Accounting course is designed for the following industries: Someone who is interested in becoming an accountant. Someone who wants be personal accountant. Someone who will become tax professionals Someone who wants be Chartered management accountant. Someone who aspires to become Chartered public finance accountant. Requirements Enrol on this Course with no formal entry requirements! If you have a passion for knowledge and want to learn something new, register for the 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. Career path Tax inspector (Salary: £30,000 to £57,000) Management accountant (Salary: £22,000 to £55,000) Public finance accountant (Salary: £22,000 to £65,000) Advertising account executive (Salary: £19,000 to £36,000) Insurance account manager (Salary: £18,000 to £75,000) Tax adviser (Salary: £22,000 to £60,000) Certificates CPD Accredited Certificate Digital certificate - £10 CPD Accredited Certificate Hard copy certificate - £29 If you are an international student, then you have to pay an additional 10 GBP as an international delivery charge.

Understanding the Xero accounting and bookkeeping software is essential for developing into a competitive profession and landing more jobs. Xero is one of the top programs that provide a dependable accounting package for all requirements as accounting is quickly moving into the digital realm, including tax submissions directly to your tax office. To give you the most comfortable and rich learning experience possible, this Xero Accounting course is divided into a number of in-depth segments. This master class in Xero accounting covers all necessary functions, including opening balances, posting customer invoices and credit notes to the sales and purchase ledger, entering supplier checks and recording customer receipts, submitting VAT returns, setting up and managing projects, and understanding debits and credits, so that anyone with any skill level could use the program with assurance. When you work as a Xero accountant or bookkeeper, there are constantly new skills to pick up and new knowledge to assemble. This course on the fundamentals of Xero accounting will adequately equip you to embrace all of the necessary skills and knowledge in this sector. Enrol today to begin your journey towards enhancing your possibilities by learning new skills and gaining knowledge. Learning Outcome Upon successful completion of the course, you will, Learn Xero at every level, from beginner to expert Understand to import or create contacts, input financial data, and switch from another program Be able to begin working with bills, bank accounts, fixed assets, invoices and other items straightway Resolve a bank account and learn how to set up petty cash Know how to prepare and check your VAT returns before submitting them manually or electronically Experts created the course to provide a rich and in-depth training experience for all students who enrol in it. Enrol in the course right now and you'll have immediate access to all of the Xero Accounting Complete Training materials. Then, from any internet-enabled device, access the training materials and learn when it's convenient for you. Start your learning journey straight away with this course and take a step toward a brighter future! Why Prefer this Course? Opportunity to earn a certificate accredited by CPD after completing this course Student ID card with amazing discounts - completely for FREE! (£10 postal charges will be applicable for international delivery) Standards-aligned lesson planning Innovative and engaging content and activities Assessments that measure higher-level thinking and skills Complete this course in your own time, at your own pace Each of our students gets full 24/7 tutor support *** Course Curriculum *** Module 01: Getting Started Setting up / Creating Company Module 02: Setting up of the System Virtual Tour of Xero Accounts Add Business Bank Accounts and Cash Account Chart of Accounts and conversion balances Creating/Deleting (Tracking categories) Module 03: Customers and Suppliers Setting up Customers and Suppliers (Apply default settings) Create a Project Entering Purchase (Supplier Invoice), Purchase Credit Note, Purchase Order Entering Sales (Customer Invoice), Sales Credit Note, Sales Order Module 04: Fixed Assets Entering Fixed Assets (Asset Register) Inventory Module 05: Bank Payments and Receipts Bank Feed or Import a Statement Entering Bank Payments, Bank Receipts Internal Bank Transfer/Petty Cash Transfer/CC Payment Adding Repeating bill (DD/STO etc.) Cash Coding Module 06: Petty Cash Petty Cash Module 07: Bank Reconciliation Bank Reconciliation Module 08: Business Credit Card Account Business Credit Card Account Module 09: Aged Reports Aged Reports Module 10: Payroll and Journals Payroll and Journals Module 11: Vat Return Vat Return Module 12: Correction of Error Correction of Errors Assessment Process Once you have completed all the modules in the course, your skills and knowledge will be tested with an automated multiple-choice assessment. You will then receive instant results to let you know if you have successfully passed the course. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course should be taken by anyone who wants to understand more about Xero. You will gain a solid comprehension of the subject and improve your ability to understand the fundamental ideas. You can enrol in the course without any prerequisites, and you can access the course materials from anywhere in the world. This Xero accounting software training program has been created to develop your Xero accounting skills and the overall understanding of the software. It has no association with Xero Limited and operates independently. Please note, that the certificate you receive upon completion is CPD accredited and not an official Xero certification. Requirements The training program does not require any prior knowledge; everyone may participate! This Xero Accounting Complete Training is open to anyone interested in learning from anywhere in the world. Every student must be over the age of 16 and have a passion for learning and literacy. This 100% online course can be accessed from any internet-connected device, such as a computer, tablet, or smartphone. This course allows you to study at your speed and grow a quality skillset. Career path This Course is a valuable skill to have and is advantageous for professionals or careers in any field, including: Accounting Managers Accountants Bankers Finance Officer Payroll Officer In the UK, these professionals typically earn between £20,000 and £50,000 per year. Certificates CPD Accredited Certificate Digital certificate - £10 CPD Accredited Certificate Hard copy certificate - £29 If you are an international student, then you have to pay an additional 10 GBP as an international delivery charge.

User experience design or UX is the method of increasing the user satisfaction by improving the usability, accessibility, and pleasure provided in the interaction with the product. The UX Design for Beginners course is designed to teach you the latest techniques of UX design. Throughout the course, you will learn the principles and behaviour of the human being while hey using a website, mobile app or others. This understanding will help you to design and develop a better digital product that will satisfy your customers. The course shows you the practical examples and screenshots of UX problems that are faced by many designers, developers, and product managers while making their product. In this way, you will learn how to solve UX problems in Mobile and Web Apps. In short, the course covers the common UX mistakes, implementing UX and Usability Principles for improving your digital product, the role of UX developers, and more. By finishing the course, you will be able to make any Website's or Apps Usability better. What Will I Learn? Develop Skills needed to be a great UX Designer Start your career in UX Upgrade your current job position with UX Concepts Apply Mental Models and Mapping to your products Know Affordances and Signifiers and how to apply them to any product How we Perceive things and how our Memory works CASE STUDY ASSIGNMENTS: Find and Solve UX problems in Mobile and Web Apps Make any Website's or Apps Usability better Learn about all common UX mistakes designers and developers make Apply the knowledge of UX to user interfaces or Apps you are coding Improve any Product's User Experience What role Developers play in UX? Apply UX and Usability Principles to Improve UX of any Digital Product Requirements Just a curious mind Pencil and a notepad No need of Experience at all Introduction to User Expericne, UX Roles and how to be a UX Designer What Is UI FREE 00:05:00 Can I be a Ux Designer-updated 00:03:00 Different Role of Ux Designer 00:06:00 Major Parts of Ux Design 00:05:00 Human Centered Design, Double Diamond Model of Design and Root Cause analysis Human Centered Design 00:03:00 DoudIbe Diamond 00:05:00 Root Cause Analysis 00:02:00 Seven Stages of Actions FREE 00:05:00 Five second test firstusability test FREE 00:02:00 06. Assignment 00:03:00 What is Agile UX FREE 00:06:00 Principles & Concepts of User Experience, Usability and Interaction Design Affordance And Signfiers 00:06:00 Affordance And Signifiers-examples-fix-video 00:06:00 Afforadances explained headshot 00:05:00 Natural Mapping with examples FREE 00:09:00 Mentalmodels conceptual models 00:06:00 Working Memory 00:05:00 Working Memory Example 00:07:00 06. Recognition And Recall 00:04:00 Recognition examples 00:07:00 User Expectations 00:04:00 User Expectations examples FREE 00:08:00 User expectation headshot FREE 00:02:00 Peripheral Vision 00:05:00 Peripheral Vision examples 00:07:00 Context of Use 00:05:00 Context of use headshot FREE 00:02:00 Why-stakeholders are important 00:04:00 Information Architecture 00:05:00 Information Architecture Examples 00:11:00 Human Behavior Patterns, Decision making, scanning patterns and Change Blindness Humans Lazy Behavior decision Paralsis And Scanning FREE 00:05:00 Human Decisions-Old And New Brain 00:03:00 Humans Hate Change FREE 00:03:00 Our Goals And Change Blindness 00:03:00 Human behavior decision Paralysis hate change Examples FREE 00:08:00 F-z Patterns Cart Abondomnment, Form Field Conversions 00:07:00 Designing for Humans - How to design better products for humans Discoverability 00:06:00 Discover assignment 00:01:00 Learability 00:04:00 Feedback-4.MP4 00:03:00 Feedback Within Context Walmart FREE 00:03:00 Feedback examples 00:08:00 Constraints With Examples 00:06:00 Consistancy With Examples.mp4 00:06:00 Slips And Mistakes With Examples 00:04:00 Designing For Errors With Examples 00:04:00 User In Control with Examples 00:05:00 Grouping And chunking with Examples FREE 00:04:00 Humans Have Limits 00:07:00 How Developers can improve User Experience? Using desgin patters dont reinvent the wheel 00:05:00 Dont let users think do heavy calculation yourself FREE 00:08:00 Speed and Delays 00:06:00 Smart Defaults FREE 00:06:00 Guiding And Training Users 00:04:00 Barriers To Entry 00:05:00 Natural Language with Examples 00:08:00 Natural Language Forms 00:03:00 Google Analytics 00:05:00 Notification 00:07:00 Anticipatory Desgin 00:04:00

Duration 2.75 Days 16.5 CPD hours This course is intended for Complete beginners who have never programmed before to experienced developers coming from another programming language. Overview You will learn how to leverage the power of Python to solve tasks. You will build games and programs that use Python libraries. You will be able to use Python for your own work problems or personal projects. You will create a portfolio of Python based projects you can share. Learn to use Python professionally, learning both Python 2 and Python 3! Create games with Python, like Tic Tac Toe and Blackjack! Learn advanced Python features, like the collections module and how to work with timestamps! Learn to use Object Oriented Programming with classes! Understand complex topics, like decorators. Understand how to use both the Jupyter Notebook and create .py files Get an understanding of how to create GUIs in the Jupyter Notebook system! Build a complete understanding of Python from the ground up! Our Introduction to Python course is designed to take complete beginners or experienced developers up to speed on Python?s capabilities, setting up students for success in using Python for their specific field of expertise. Whether you have never programmed before, already know basic syntax, or want to learn about the advanced features of Python, this course is for you! In this course we will teach you Python 3. Learn how to use Python for real-world tasks, such as working with PDF Files, sending emails, reading Excel files, scraping websites for information, working with image files, and much more! This course will teach you Python in a practical manner and provides a full coding screencast and a corresponding code notebook to review the concepts and exercises conducted in class. Please note, this course is able to be offered in either 3 full day sessions or 5 partial day sessions. See the schedule below. This course includes 6-months access to the full course content in on-demand format to support post-class reference and review. Command Line Basics Python System Setup Jupyter Notebooks Python Data Types Key Data Structures Logic and Control Flow Functions Debugging Modules Object Oriented Programming File I/O Testing Decorators Generators Automation of Tasks Web Scraping Graphical User Interfaces Additional course details: Nexus Humans Introduction to Python training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Introduction to Python course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Description: The home business operates from home. Owning one is the best option for people who prefer to work conveniently from home. Before starting your own, you need to learn more about home business and what business would suit your abilities. You need to learn how to setup one and manage it. One of the popular online home businesses is a copywriting business which this course will also teach you. Everything you need to know about a home business is provided in this complete and comprehensive course. Who is the course for? Professionals who want to learn how to start their own home business Anyone who has an interest in business and wants to pursue creating home business 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 Home Business Complete Course is a useful qualification to possess, and will be very helpful to have especially for these careers: Businessmen Business Analyst and Strategist Business Development Specialist Business Development Manager Entrepreneur Freelancer. Introduction to Home Business Introduction 01:00:00 How To Get A Meeting Anyone 01:00:00 The Good and Bad Of Lists 00:30:00 Picking The Company 00:30:00 The Glue Is In The Rapport 01:30:00 Low End Products and Upselling 01:00:00 Sing's It's Time To Let Go 00:30:00 Sustaining Your Empire 00:30:00 Wrapping Up 00:30:00 Home Business Home Based Business: Day Care 00:30:00 A Home Based Business: Marketing For Others 00:30:00 At Home: Accounting Business 00:30:00 At Home: Bridal Consultant Business 00:30:00 At Home: Business In Medical Or Legal Coding 00:30:00 At Home: Tutoring Home Based Jobs 00:30:00 Blogging: As A Home Based Business 02:30:00 Desktop Publishing: At Home Job 00:30:00 Home Based Business: As A Real Estate Agent 00:30:00 Home Based Business Ideas In: Creative Arts 00:30:00 Home Based Business: In MLM Industry 00:30:00 Home Based: Tax Preparation Business 00:30:00 Home Based Business: As A Freelance Writer 01:00:00 Home Based Business: As A Personal Trainer 00:30:00 Home Based Business: As A Web Designer 00:30:00 Work at Home: Freelance Consultant Career 00:15:00 Home Based Businesses With: Children's Products 00:15:00 Home Based: eBay Business 01:30:00 Home Based: Financial Aid Provider 00:15:00 Home Based Jobs In The Pet Industry 00:30:00 Search Engine Optimization Specialist Works From Home 00:30:00 Selling Insurance: As A Work At Home Business 00:30:00 Telemarketing: As A Home Based Business 00:15:00 Work at Home: As A Direct Seller 00:15:00 Work At Home: As An Affiliate 00:15:00 Potential Income 00:30:00 Copywriting Home Business Introduction 00:30:00 Why Copywriting? 01:00:00 Examples Of Powerful Copywriting At Work 01:00:00 The Key To Effective Copywriting 01:00:00 The Easiest Way To Capture Leads For Your Home Business 01:00:00 The Easiest Way To Write Copy For Promo Emails 01:00:00 The Easiest Way To Write Powerful Blog Posts 01:00:00 The Fastest Way To Drive Traffic From Social Bookmarks 01:00:00 The Art Of Writing A Good Press Release 01:00:00 AdWords -The Art Of Short Text 01:00:00 The Art Of Writing A Good Affiliate Promo Page 02:00:00 The Art Of Writing A Good Sales Letter 01:00:00 Maximising Every Dollar 00:30:00 Final Thoughts 00:15:00 Mock Exam Final Exam Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Highlights of the Course Course Type: Online Learning Duration: 4 Hours 25 Minutes Tutor Support: Tutor support is included Customer Support: 24/7 customer support is available Quality Training: The course is designed by an industry expert Recognised Credential: Recognised and Valuable Certification Completion Certificate: Free Course Completion Certificate Included Instalment: 3 Installment Plan on checkout What you will learn from this course? Gain comprehensive knowledge about payroll management Understand the core competencies and principles of payroll management Explore the various areas of payroll management Know how to apply the skills you acquired from this course in a real-life context Become a confident and expert payroll manager Payroll Diploma Course Master the skills you need to propel your career forward in payroll management. This course will equip you with the essential knowledge and skillset that will make you a confident payroll manager and take your career to the next level. This comprehensive Payroll course is designed to help you surpass your professional goals. The skills and knowledge that you will gain through studying this Payroll course will help you get one step closer to your professional aspirations and develop your skills for a rewarding career. This comprehensive course will teach you the theory of effective payroll management practice and equip you with the essential skills, confidence and competence to assist you in the payroll management industry. You'll gain a solid understanding of the core competencies required to drive a successful career in payroll management. This course is designed by industry experts, so you'll gain knowledge and skills based on the latest expertise and best practices. This extensive course is designed for payroll manager or for people who are aspiring to specialize in payroll management. Enroll in this Payroll course today and take the next step towards your personal and professional goals. Earn industry-recognized credentials to demonstrate your new skills and add extra value to your CV that will help you outshine other candidates. Who is this Course for? This comprehensive Payroll course is ideal for anyone wishing to boost their career profile or advance their career in this field by gaining a thorough understanding of the subject. Anyone willing to gain extensive knowledge on this payroll management can also take this course. Whether you are a complete beginner or an aspiring professional, this course will provide you with the necessary skills and professional competence, and open your doors to a wide number of professions within your chosen sector. Entry Requirements This Payroll course has no academic prerequisites and is open to students from all academic disciplines. You will, however, need a laptop, desktop, tablet, or smartphone, as well as a reliable internet connection. Assessment This Payroll course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner could grasp from each section. In the assessment pass mark is 60%. Advance Your Career This Payroll course will provide you with a fresh opportunity to enter the relevant job market and choose your desired career path. Additionally, you will be able to advance your career, increase your level of competition in your chosen field, and highlight these skills on your resume. Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. Course Curriculum Supplementary Resources Supplementary Resources - Payroll Diploma 00:00:00 Introduction Introduction to the Course and Instructor 00:10:00 An Overview of Payroll 00:17:00 The UK Payroll System Running the payroll - Part 1 00:13:00 Running the payroll - Part 2 00:18:00 Manual payroll 00:13:00 Benefits in kind 00:09:00 Computerised systems 00:10:00 Total Photo scenario explained 00:01:00 Brightpay Find software per HMRC Brightpay 00:03:00 Installing Brightpay 00:13:00 Add a new employee 00:13:00 Add 2 more employees 00:10:00 Payroll settings 00:03:00 Monthly Schedule - Lana 00:14:00 Monthly Schedule - James 00:07:00 Directors NI 00:02:00 Reports 00:02:00 Paying HMRC 00:05:00 Paying Pensions 00:03:00 RTI Submission 00:02:00 Coding Notices 00:01:00 102 Schedule 00:03:00 AEO 00:06:00 Payroll run for Jan & Feb 2018 00:12:00 Leavers - p45 00:02:00 End of Year p60 00:02:00 Brightpay conclude 00:03:00 Paye, Tax, NI PAYE TAX 00:12:00 NI2 00:11:00 Pensions 00:05:00 Online calculators 00:06:00 Payslips 00:03:00 Journal entries 00:07:00 Conclusion and Next Steps Conclusion and Next Steps 00:08:00 Assessment Assessment - Payroll Diploma 00:10:00 Obtain Your Certificate Order Your Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

This course will take you from the basics of Rust to understanding how to use all its features effectively for writing clear and effective code. With the help of engaging exercises and explanations, you'll learn the basic syntaxes, iterators, generics, borrow checker, code documentation, pointer lifetimes, and much more.

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Duration 3 Days 18 CPD hours This course is intended for Data Science for Marketing Analytics is designed for developers and marketing analysts looking to use new, more sophisticated tools in their marketing analytics efforts. It'll help if you have prior experience of coding in Python and knowledge of high school level mathematics. Some experience with databases, Excel, statistics, or Tableau is useful but not necessary. Overview By the end of this course, you will be able to build your own marketing reporting and interactive dashboard solutions. The course starts by teaching you how to use Python libraries, such as pandas and Matplotlib, to read data from Python, manipulate it, and create plots, using both categorical and continuous variables. Then, you'll learn how to segment a population into groups and use different clustering techniques to evaluate customer segmentation.As you make your way through the course, you'll explore ways to evaluate and select the best segmentation approach, and go on to create a linear regression model on customer value data to predict lifetime value. In the concluding sections, you'll gain an understanding of regression techniques and tools for evaluating regression models, and explore ways to predict customer choice using classification algorithms. Finally, you'll apply these techniques to create a churn model for modeling customer product choices. Data Preparation and Cleaning Data Models and Structured Data pandas Data Manipulation Data Exploration and Visualization Identifying the Right Attributes Generating Targeted Insights Visualizing Data Unsupervised Learning: Customer Segmentation Customer Segmentation Methods Similarity and Data Standardization k-means Clustering Choosing the Best Segmentation Approach Choosing the Number of Clusters Different Methods of Clustering Evaluating Clustering Predicting Customer Revenue Using Linear Regression Understanding Regression Feature Engineering for Regression Performing and Interpreting Linear Regression Other Regression Techniques and Tools for Evaluation Evaluating the Accuracy of a Regression Model Using Regularization for Feature Selection Tree-Based Regression Models Supervised Learning: Predicting Customer Churn Classification Problems Understanding Logistic Regression Creating a Data Science Pipeline Fine-Tuning Classification Algorithms Support Vector Machine Decision Trees Random Forest Preprocessing Data for Machine Learning Models Model Evaluation Performance Metrics Modeling Customer Choice Understanding Multiclass Classification Class Imbalanced Data Additional course details: Nexus Humans Data Science for Marketing Analytics training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Data Science for Marketing Analytics course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.