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Overview In this age of technology, data science and machine learning skills have become highly demanding skill sets. In the UK a skilled data scientist can earn around £62,000 per year. If you are aspiring for a career in the IT industry, secure these skills before you start your journey. The Complete Machine Learning & Data Science Bootcamp 2023 course can help you out. This course will introduce you to the essentials of Python. From the highly informative modules, you will learn about NumPy, Pandas and matplotlib. The course will help you grasp the skills required for using python for data analysis and visualisation. After that, you will receive step-by-step guidance on Python for machine learning. The course will then focus on the concepts of Natural Language Processing. Upon successful completion of the course, you will receive a certificate of achievement. This certificate will help you elevate your resume. So enrol today! How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? Anyone with an interest in learning about data science can enrol in this course. It will help aspiring professionals develop the basic skills to build a promising career. Professionals already working in this can take the course to improve their skill sets. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush. Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst Course Curriculum 18 sections • 98 lectures • 23:48:00 total length •Welcome & Course Overview6: 00:07:00 •Set-up the Environment for the Course (lecture 1): 00:09:00 •Set-up the Environment for the Course (lecture 2): 00:25:00 •Two other options to setup environment: 00:04:00 •Python data types Part 1: 00:21:00 •Python Data Types Part 2: 00:15:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1): 00:16:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2): 00:20:00 •Python Essentials Exercises Overview: 00:02:00 •Python Essentials Exercises Solutions: 00:22:00 •What is Numpy? A brief introduction and installation instructions.: 00:03:00 •NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes.: 00:28:00 •NumPy Essentials - Indexing, slicing, broadcasting & boolean masking: 00:26:00 •NumPy Essentials - Arithmetic Operations & Universal Functions: 00:07:00 •NumPy Essentials Exercises Overview: 00:02:00 •NumPy Essentials Exercises Solutions: 00:25:00 •What is pandas? A brief introduction and installation instructions.: 00:02:00 •Pandas Introduction: 00:02:00 •Pandas Essentials - Pandas Data Structures - Series: 00:20:00 •Pandas Essentials - Pandas Data Structures - DataFrame: 00:30:00 •Pandas Essentials - Handling Missing Data: 00:12:00 •Pandas Essentials - Data Wrangling - Combining, merging, joining: 00:20:00 •Pandas Essentials - Groupby: 00:10:00 •Pandas Essentials - Useful Methods and Operations: 00:26:00 •Pandas Essentials - Project 1 (Overview) Customer Purchases Data: 00:08:00 •Pandas Essentials - Project 1 (Solutions) Customer Purchases Data: 00:31:00 •Pandas Essentials - Project 2 (Overview) Chicago Payroll Data: 00:04:00 •Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data: 00:18:00 •Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach: 00:13:00 •Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials - Exercises Overview: 00:06:00 •Matplotlib Essentials - Exercises Solutions: 00:21:00 •Seaborn - Introduction & Installation: 00:04:00 •Seaborn - Distribution Plots: 00:25:00 •Seaborn - Categorical Plots (Part 1): 00:21:00 •Seaborn - Categorical Plots (Part 2): 00:16:00 •Seborn-Axis Grids: 00:25:00 •Seaborn - Matrix Plots: 00:13:00 •Seaborn - Regression Plots: 00:11:00 •Seaborn - Controlling Figure Aesthetics: 00:10:00 •Seaborn - Exercises Overview: 00:04:00 •Seaborn - Exercise Solutions: 00:19:00 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1): 00:19:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2): 00:14:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview): 00:11:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions): 00:17:00 •Project 1 - Oil vs Banks Stock Price during recession (Overview): 00:15:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3): 00:17:00 •Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview): 00:03:00 •Introduction to ML - What, Why and Types..: 00:15:00 •Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff: 00:15:00 •scikit-learn - Linear Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Linear Regression Model Hands-on (Part 2): 00:19:00 •Good to know! How to save and load your trained Machine Learning Model!: 00:01:00 •scikit-learn - Linear Regression Model (Insurance Data Project Overview): 00:08:00 •scikit-learn - Linear Regression Model (Insurance Data Project Solutions): 00:30:00 •Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc.: 00:10:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 2): 00:20:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 3): 00:11:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Overview): 00:05:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Solutions): 00:15:00 •Theory: K Nearest Neighbors, Curse of dimensionality .: 00:08:00 •scikit-learn - K Nearest Neighbors - Hands-on: 00:25:00 •scikt-learn - K Nearest Neighbors (Project Overview): 00:04:00 •scikit-learn - K Nearest Neighbors (Project Solutions): 00:14:00 •Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging.: 00:18:00 •scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1): 00:19:00 •scikit-learn - Decision Tree and Random Forests (Project Overview): 00:05:00 •scikit-learn - Decision Tree and Random Forests (Project Solutions): 00:15:00 •Support Vector Machines (SVMs) - (Theory Lecture): 00:07:00 •scikit-learn - Support Vector Machines - Hands-on (SVMs): 00:30:00 •scikit-learn - Support Vector Machines (Project 1 Overview): 00:07:00 •scikit-learn - Support Vector Machines (Project 1 Solutions): 00:20:00 •scikit-learn - Support Vector Machines (Optional Project 2 - Overview): 00:02:00 •Theory: K Means Clustering, Elbow method.: 00:11:00 •scikit-learn - K Means Clustering - Hands-on: 00:23:00 •scikit-learn - K Means Clustering (Project Overview): 00:07:00 •scikit-learn - K Means Clustering (Project Solutions): 00:22:00 •Theory: Principal Component Analysis (PCA): 00:09:00 •scikit-learn - Principal Component Analysis (PCA) - Hands-on: 00:22:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Overview): 00:02:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Solutions): 00:17:00 •Theory: Recommender Systems their Types and Importance: 00:06:00 •Python for Recommender Systems - Hands-on (Part 1): 00:18:00 •Python for Recommender Systems - - Hands-on (Part 2): 00:19:00 •Natural Language Processing (NLP) - (Theory Lecture): 00:13:00 •NLTK - NLP-Challenges, Data Sources, Data Processing ..: 00:13:00 •NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing: 00:19:00 •NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW.: 00:19:00 •NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes : 00:13:00 •NLTK - NLP - Pipeline feature to assemble several steps for cross-validation: 00:09:00
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Course Curriculum Introduction to The Chakra and Kundalini Programme Overview 00:01:00 Introduction to the Chakra and Kundalini 00:03:00 The Root Chakra Introduction to the Root Chakra 00:01:00 Music Therapy for the Root Chakra 00:01:00 The Sacral Chakra Introduction to the Sacral Chakra 00:01:00 Music Therapy for the Sacral Chakra 00:01:00 The Solar Plexus Chakra Introduction to the Solar Plexus Chakra 00:01:00 Music Therapy for the Solar Plexus Chakra 00:01:00 The Heart Chakra Introduction to the Heart Chakra 00:01:00 Music Therapy for the Heart Chakra 00:01:00 The Throat Chakra Introduction to the Throat Chakra 00:01:00 Music Therapy for the Throat Chakra 00:01:00 The Third Eye Chakra Introduction to the Third Eye Chakra 00:01:00 Music Therapy for the Third Eye Chakra 00:01:00 The Crown Chakra Introduction to the Crown Chakra 00:01:00 Music Therapy for the Crown Chakra 00:01:00 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
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You can become accredited in just 20/30 hours and it is also possible to study at your own pace. We have experienced tutors who will help you throughout the comprehensive syllabus of this course and answer all your queries through email. For further clarification, you will be able to recognize your qualification by checking the validity from our dedicated website. Why You Should Choose Extended Diploma in Office Administration Lifetime access to the course No hidden fees or exam charges CPD Accredited certification on successful completion Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential. Who is this Course for? Extended Diploma in Office Administration is CPD certified and IAO accredited. 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 backgrounds. Requirements Our Extended Diploma in Office Administration 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 You will be ready to enter the relevant job market after completing this course. You will be able to gain necessary knowledge and skills required to succeed in this sector. All our Diplomas' are CPD and IAO accredited so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume. Extended Diploma in Office Administration - Updated Version Module 01: Introduction to Office Administration 00:14:00 Module 02: Skills of an Effective Administrator 00:15:00 Module 03: Business Writing Skills 00:40:00 Module 04: Communication Skills 00:13:00 Module 5: Managing Meetings and Giving Feedback 01:29:00 Module 6: Organisational Skills 01:18:00 Module 7: Telephone Etiquette 01:09:00 Module 8: Negotiation Techniques 00:18:00 Module 9: Conflict Management 00:16:00 Module 10: Stress Management 00:18:00 Module 11: Time Management 00:39:00 Extended Diploma in Office Administration - Old Version Administrative Management Module One - Getting Started FREE 01:00:00 Module Two - Why Your Office Needs Administrative Procedures FREE 01:00:00 Module Three - Gathering the Right Tools 01:00:00 Module Four - Identifying Procedures to Include 01:00:00 Module Five - Top Five Procedures to Record 01:00:00 Module Six - What to Include in Your Binder (I) 01:00:00 Module Seven - What to Include in Your Binder (II) 01:00:00 Module Eight - Organizing Your Binder 01:00:00 Module Nine - What Not to Include in the Procedure Guide 01:00:00 Module Ten - Share Office Procedure Guide 01:00:00 Module Eleven - Successfully Executing the Guide 01:00:00 Module Twelve - Wrapping Up 01:00:00 Business Writing Module One - Getting Started FREE 00:30:00 Module Two - Working with Words FREE 01:00:00 Module Three - Constructing Sentences 01:00:00 Module Four - Creating Paragraphs 01:00:00 Module Five - Writing Meeting Agendas 01:00:00 Module Six - Writing E-mails 01:00:00 Module Seven - Writing Business Letters 01:00:00 Module Eight - Writing Proposals 01:00:00 Module Nine - Writing Reports 01:00:00 Module Ten - Other Types of Documents 01:00:00 Module Eleven - Proofreading and Finishing 01:00:00 Module Twelve - Wrapping Up 00:30:00 Office Management Building Your Management Team 01:00:00 Building A Successful Brand 01:00:00 Achieving Quality Through Teamwork 00:30:00 Keys To Staying Motivated 00:30:00 Improve Your Marketing 01:00:00 Provide Top Customer Service 00:30:00 Wrapping Up 00:30:00 Bookkeeping Module One - Introduction FREE 00:30:00 Module Two - Basic Terminology FREE 01:00:00 Module Three - Basic Terminology (II) 01:00:00 Module Four - Accounting Methods 01:00:00 Module Five - Keeping Track of Your Business 01:00:00 Module Six - Understanding the Balance Sheet 01:00:00 Module Seven - Other Financial Statements 01:00:00 Module Eight - Payroll Accounting Terminology 01:00:00 Module Nine - End of Period Procedures 01:00:00 Module Ten - Financial Planning, Budgeting and Control 01:00:00 Module Eleven - Auditing Corporate Behavior 01:00:00 Module Twelve - Wrapping Up 00:30:00 Microsoft Office Word Module One - Getting Started FREE 00:30:00 Module Two - Opening Word FREE 01:00:00 Module Three - Working with the Interface 01:00:00 Module Four - Your First Document 01:00:00 Module Five - Basic Editing Tasks 01:00:00 Module Six - Basic Formatting Tasks 01:00:00 Module Seven - Formatting Paragraphs 01:00:00 Module Eight - Advanced Formatting Tasks 01:00:00 Module Nine - Working with Styles 01:00:00 Module Ten - Formatting the Page 01:00:00 Module Eleven - Sharing Your Document 01:00:00 Module Twelve - Wrapping Up 00:30:00 Activities- Microsoft Word for Beginners Accredited Course 00:00:00 Microsoft Office Powerpoint Module One - Getting Started FREE 00:30:00 Module Two - Opening PowerPoint FREE 01:00:00 Module Three - Working with the Interface 01:00:00 Module Four - Your First Presentation 01:00:00 Module Five - Working with Text 01:00:00 Module Six - Formatting Text and Paragraphs 01:00:00 Module Seven - Adding Pictures 01:00:00 Module Eight - Advanced Formatting Tasks 01:00:00 Module Nine - Working with Transitions and Animations 01:00:00 Module Ten - Setting Up Your Slide Show 01:00:00 Module Eleven - Showtime! 01:00:00 Module Twelve - Wrapping Up 00:30:00 Certified Microsoft PowerPoint for Beginners - Activities 00:00:00 Microsoft Office Excel Module One - Getting Started FREE 00:30:00 Module Two - Opening Excel FREE 01:00:00 Module Three - Working with the Interface 01:00:00 Module Four - Your First Worksheet 01:00:00 Module Five - Viewing Excel Data 01:00:00 Module Six - Building Formulas 01:00:00 Module Seven - Using Excel Functions 01:00:00 Module Eight - Using Quick Analysis 01:00:00 Module Nine - Formatting Your Data 01:00:00 Module Ten - Using Styles, Themes, and Effects 01:00:00 Module Eleven - Printing and Sharing Your Workbook 01:00:00 Module Twelve - Wrapping Up 01:00:00 Mock Exam Mock Exam- Extended Diploma in Office Administration 00:30:00 Final Exam Final Exam- Extended Diploma in Office Administration 00:30:00
Accounting won't be a problem after you are done with this course Are you good with numbers? Does keeping track of everyday transaction sound intriguing to you? Then you should definitely have a career in Accounting. Accountants whose work is of a high standard can quickly progress to positions of responsibility. And accountancy roles often attract high salaries. Accountants are in demand in a variety of sectors and organisations. You could work in business or finance, the public sector, the charity sector or public practice. You could choose to work for anyone from a large international accountancy firm to a small local business. And you can work in general practice or specialise in areas. Far from being all about number crunching, a career in accountancy will give you the opportunity to use a variety of skills including leadership, problem-solving, team-working and communication skills. This course will teach you all these attributes and everything you need to know about accounting. Course Highlights Advanced Accounting Diploma is an award-winning and the best selling course that has been given the CPD Certification & IAO accreditation. It is the most suitable course anyone looking to work in this or relevant sector. It is considered one of the perfect courses in the UK that can help students/learners to get familiar with the topic and gain necessary skills to perform well in this field. We have packed Advanced Accounting Diploma into 96 modules for teaching you everything you need to become successful in this profession. To provide you ease of access, this course is designed for both part-time and full-time students. You can become accredited in just 2 days, 20 hours and it is also possible to study at your own pace. We have experienced tutors who will help you throughout the comprehensive syllabus of this course and answer all your queries through email. For further clarification, you will be able to recognize your qualification by checking the validity from our dedicated website. Why You Should Choose Advanced Accounting Diploma Lifetime access to the course No hidden fees or exam charges CPD Accredited certification on successful completion Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential. Who is this Course for? Advanced Accounting Diploma is CPD certified and IAO accredited. 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 backgrounds. Requirements Our Advanced Accounting Diploma 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 You will be ready to enter the relevant job market after completing this course. You will be able to gain necessary knowledge and skills required to succeed in this sector. All our Diplomas' are CPD and IAO accredited so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume. Accounting Course Overview FREE 00:05:00 Getting the Facts Straight FREE 00:30:00 The Accounting Cycle 00:30:00 The Key Reports 00:30:00 A Review of Financial Terms 00:30:00 Understanding Debits and Credits 00:15:00 Your Financial Analysis Toolbox 00:30:00 Identifying High and Low Risk Companies 00:30:00 The Basics of Budgeting 00:30:00 Working Smarter 00:10:00 Bookkeeping Module One - Introduction FREE 00:30:00 Module Two - Basic Terminology FREE 01:00:00 Module Three - Basic Terminology (II) 01:00:00 Module Four - Accounting Methods 01:00:00 Module Five - Keeping Track of Your Business 01:00:00 Module Six - Understanding the Balance Sheet 01:00:00 Module Seven - Other Financial Statements 01:00:00 Module Eight - Payroll Accounting Terminology 01:00:00 Module Nine - End of Period Procedures 01:00:00 Module Ten - Financial Planning, Budgeting and Control 01:00:00 Module Eleven - Auditing 01:00:00 Module Twelve - Wrapping Up 00:30:00 Payroll Management What Is Payroll? FREE 01:00:00 Principles Of Payroll Systems FREE 01:00:00 Confidentiality And Security Of Information 00:30:00 Effective Payroll Processing 01:00:00 Increasing Payroll Efficiency 01:00:00 Risk Management in Payroll 00:30:00 Time Management 00:30:00 Personnel Filing 01:00:00 When Workers Leave Employment 01:00:00 Hiring Employees 01:00:00 Paye and Payroll for Employers 01:00:00 Tell HMRC about a New Employee 01:00:00 Net And Gross Pay 01:00:00 Statutory Sick Pay 00:30:00 Minimum Wage for Different types of Work 01:00:00 Tax System in the UK Tax System in the UK 01:00:00 Tax Management USA Individual Tax Saving Ideas 01:00:00 Tax Saving Measures For Business 01:00:00 The Tax Audit 01:00:00 The Ins And Outs Of Federal Payroll Taxes 02:00:00 Why People File Taxes Online 00:30:00 What Are Your County Property Taxes Used For? 00:30:00 Offering Personal Financial Advice -Ameriprise Financial Services 01:00:00 Using Free Tax Preparation Software 00:30:00 Consulting Tax Attorneys - Tax Law Specialists 00:30:00 Delinquent Property Taxes- Three Steps To Deal With Your Delinquent Property Taxes 01:00:00 Federal Income Taxes - How To Deal With Federal Income Taxes? 01:00:00 File State Taxes- E-File System Is The Best Way To File Your State Taxes 00:30:00 Filing Income Taxes- How To File Income Taxes? 01:00:00 Financial Planning Software- Nine Benefits Of Financial Planning Software 01:00:00 Free Taxes- Benefits Of Filing Free Taxes Online 00:30:00 Income Tax Forms- Three Must To Follow If You Desire To Fill Your Income Tax Forms Yourself 00:30:00 LLC Tax Savings- How To Avail LLC Tax Savings 00:30:00 Benefits Of Online Tax Forms Over Traditional Methods 00:30:00 Save On Taxes By Refinancing Your Mortgage 00:30:00 Save On Taxes By Spending Less On Credit 00:30:00 Save On Taxes By Investing In Life Insurance 00:30:00 Save On Taxes: Hot Tips 01:00:00 Save On Taxes With Tax Deductions 01:00:00 Federal Tax Law 2005 For Nonprofit Organizations 00:30:00 Understanding California State Taxes 00:30:00 Make Your Personal Finances Work for You 01:00:00 The Importance of Acquiring a Financial Planning Certificate 00:30:00 Social Development and Financial Planning 01:00:00 An Overview Of Hennepin County Property Taxes 00:30:00 Kentucky State Taxes 01:00:00 Maryland State Taxes 01:00:00 Ohio State Taxes 00:30:00 UBS Financial Services For Small And Large Business 00:30:00 What Is A VP Financial Planner? 00:15:00 Accounting Career Basics A Career in Accounting: Tips on How You Can be Successful 00:30:00 Accountancy Auditing Careers 00:30:00 Accountancy Career Change 00:30:00 Accountancy Career: The Reasons Why You Should Choose Accounting 01:00:00 Accounting/Accountancy Career: Steps to Success 00:30:00 Accounting Auditing Careers 00:30:00 Accounting Careers in Pontypridd 00:30:00 Accounting Careers: Promising Opportunities and Tips 00:30:00 Accounting Dictionary 00:30:00 Accounting Principles and Tulsa 00:30:00 Accounting Software for Small Businesses 00:30:00 Accounting Terms - Profit, Loss and Other Terms 00:30:00 Accounting Career Fundamentals Accounting 00:30:00 Advanced Accounting Career Training 00:30:00 Careers in Accountancy 01:00:00 Church Accounting Software 00:30:00 Finding an Accounting Job 00:30:00 Forensic Accounting 00:30:00 Free Accounting Software 00:30:00 List of Accounting Careers 00:30:00 Services in Financial Accounting 00:30:00 Successful Career in Accounting Even if You're Hit Forty! 00:30:00 The Benefits of an Accountancy Career 00:30:00 Types of Accountancy Career 00:30:00 Mock Exam Mock Exam- Advanced Accounting Diploma 00:30:00 Final Exam Final Exam- Advanced Accounting Diploma 00:30:00