6173 Courses in Cardiff delivered Online

Fall into Savings. Enjoy the biggest price fall this Autumn! Life Just Got Better This Summer! Get Hard Copy + PDF Certificates + Transcript + Student ID Card as a Gift - Enrol Now Tired of browsing and searching for the course you are looking for? Can't find the complete 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 bundle that has everything you need to succeed in Xero and other relevant fields! After surveying thousands of learners just like you and considering their valuable feedback, this all in one Xero bundle has been designed by industry experts. We prioritised what learners were looking for in a complete package and developed this in-demand Xero course that will enhance your skills and prepare you for the competitive job market. Also, our Xero experts are available for answering your queries and help you along your learning journey. Advanced audiovisual learning modules of these courses are broken down into little chunks so that you can learn at your own pace without being overwhelmed by too much material at once. Furthermore, to help you showcase your expertise in Xero, we have prepared a special gift of 1 hardcopy certificate and 1 PDF certificate for the title course completely free of cost. These certificates will enhance your credibility and encourage possible employers to pick you over the rest. This Xero Bundle Consists of the following Premium courses: Course 01: Level 3 Xero Training Course 02: Payroll Management - Diploma Course 03: Introduction to Accounting Course 04: Accounting and Bookkeeping Level 2 Course 05: Managerial Accounting Masterclass Course 06: Diploma in Quickbooks Bookkeeping Course 07: Theory of Constraints, Throughput Accounting and Lean Accounting Course 08: Internal Audit Training Diploma Course 09: Level 3 Tax Accounting Course 10: Team Management Course 11: Business Analysis Level 3 Course 12: GDPR Data Protection Level 5 Course 13: Microsoft Excel Training: Depreciation Accounting Course 14: Microsoft Excel Level 3 Benefits you'll get choosing Apex Learning for this Xero: Pay once and get lifetime access to 14 CPD courses Certificates, student ID for the title course 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 at your ease - anytime, from anywhere Study the course 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 of Xero Bundle Course 01: Level 3 Xero Training Introduction Getting Started Invoices and Sales Bills and Purchases Bank Accounts Products and Services Fixed Assets Payroll VAT Returns Course 02: Payroll Management - Diploma Sage 50 Payroll for Beginners Module 1: Payroll Basics Module 2: Company Settings Module 3: Legislation Settings Module 4: Pension Scheme Basics Module 5: Pay Elements Module 6: The Processing Date Module 7: Adding Existing Employees Module 8: Adding New Employees Module 9: Payroll Processing Basics Module 10: Entering Payments Module 11: Pre-Update Reports Module 12: Updating Records Module 13: e-Submissions Basics Module 14: Process Payroll (November) Module 15: Employee Records and Reports Module 16: Editing Employee Records Module 17: Process Payroll (December) Module 18: Resetting Payments Module 19: Quick SSP Module 20: An Employee Leaves Module 21: Final Payroll Run Module 22: Reports and Historical Data Module 23: Year-End Procedures Sage 50 Payroll Intermediate Level Module 1: The Outline View and Criteria Module 2: Global Changes Module 3: Timesheets Module 4: Departments and Analysis Module 5: Holiday Schemes Module 6: Recording Holidays Module 7: Absence Reasons Module 8: Statutory Sick Pay Module 9: Statutory Maternity Pay Module 10: Student Loans Module 11: Company Cars Module 12: Workplace Pensions Module 13: Holiday Funds Module 14: Roll Back Module 15: Passwords and Access Rights Module 16: Options and Links Module 17: Linking Payroll to Accounts Course 03: Introduction to Accounting Accounting Fundamental What is Financial Accounting Accounting Double Entry System and Fundamental Accounting Rules Financial Accounting Process and Financial Statements Generates Basic Accounting Equation and Four Financial Statements Define Chart of Accounts and Classify the accounts External and Internal Transactions with companies Short Exercise to Confirm what we learned in this section Accounting Policies What are Major Accounting Policies need to be decided by companies Depreciation Policies Operational Fixed Asset Controls Inventory Accounting and Controls Revenue Accounting and Controls Course 04: Accounting and Bookkeeping Level 2 Introduction to the course Introduction to Bookkeeping Bookkeeping systems Basics of Bookkeeping The functionality of bookkeeping On a personal note Course 05: Managerial Accounting Masterclass Setion 1 Manaerial Accounting Defined Financial Accounting Compared to Managerial Accounting Trends Foundation Concepts Setion 2 Process costing vs Job Cost Job cost part 1 Job cost part 2 Allocating costs to multiple products Departmental Overhead Rate Activity-Based Costing Setion 3 Cost Behavior Cost Behavior Continued Break Even Point Break Even Point Changes Sales Mix Pricing Short Term Decisions Section 4 Budgeting Intro Budgetin continued Operating Budgets Cash Budget Budgeted Balance Sheet Performance Evaluation Performance Evaluation Cont Standards Standard Costs Continued Setion 5 Capital Investment Decisions Capital Investment Analysis Course 06: Diploma in Quickbooks Bookkeeping Getting prepared - access the software and course materials Getting started Setting up the system Nominal ledger Customers Suppliers Sales ledger Purchases ledger Sundry payments Sundry receipts Petty cash VAT - Value Added Tax Bank reconciliation Payroll / Wages Reports Tasks Course 07: Theory of Constraints, Throughput Accounting and Lean Accounting The Theory of Constraints and Throughput Accounting Lean Accounting Summary and Lean Accounting Assignment Course 08: Internal Audit Training Diploma Auditing as a Form of Assurance Internal Audit Procedures Technology-based Internal Audit Internal Control and Control Risk Audit Interviews Reporting Audit Outcome UK Internal Audit Standards Career as an Auditor Course 09: 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 10: Presenting Financial Information Presenting Financial Information The Hierarchy of Performance Indicators The Principle of Effective Reports Guidelines for Designing Management Reports Methods of Presenting Performance Data The Control Chart: Highlighting the Variation in the Data The Pareto Chart: Highlighting Priorities Exercise: The Control Chart An Example Management Report Interpreting Performance Data Supporting Colleagues by Giving Feedback Data Visualisation Final Thoughts on Presenting Financial Information Course 11: Business Analysis Level 3 Introduction to Business Analysis Business Processes Business Analysis Planning and Monitoring Strategic Analysis and Product Scope Solution Evaluation Investigation Techniques Ratio Analysis Stakeholder Analysis and Management Course 12: GDPR Data Protection Level 5 GDPR Basics GDPR Explained Lawful Basis for Preparation Rights and Breaches Responsibilities and Obligations Course 13: Microsoft Excel Training: Depreciation Accounting Introduction Depreciation Amortization and Related Terms Various Methods of Depreciation and Depreciation Accounting Depreciation and Taxation Master Depreciation Model Conclusion Course 14: Microsoft Excel Level 3 Microsoft Excel 2019 New Features Getting Started with Microsoft Office Excel Performing Calculations Modifying a Worksheet Formatting a Worksheet Printing Workbooks Managing Workbooks Working with Functions Working with Lists Analyzing Data CPD 115 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Xero bundle. Persons with similar professions can also refresh or strengthen their skills by enrolling in this course. Students can take this course to gather professional knowledge besides their study or for the future. Requirements Our Xero is fully compatible with PC's, Mac's, laptops, tablets and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so that you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course; it can be studied in your own time at your own pace. Career path Having this various expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Level 3 Xero Training) 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.

Overview Digital marketing has brought a new era in the marketing sector, and Google AdWords is one it's key elements. Learn the core principles of Google ads and understand how to make the best use of it with our Google AdWords Training. In this comprehensive course, you will get an overall understanding of Google Ads. Here, you will learn the basics of keywords. The course will provide you with detailed lessons on developing ad campaigns. Along with that, you will be able to track and measure the performance of the ads. Finally, you will grasp the advanced strategies used for creating more effective ads.  So, if you are determined to take your digital marketing skills to the next level, join today! Course Preview Learning Outcomes Understand the significance of Google AdWords in digital marketing Enhance your knowledge and understanding of keywords Develop the skills to create effective ad campaigns Know how to track and measure ad performance Grasp advanced strategies used in Google ads Why Take This Course From John Academy? Affordable, well-structured and high-quality e-learning study materials Engaging tutorial videos, materials from the industry-leading experts Opportunity to study in a user-friendly, advanced online learning platform Efficient exam systems for the assessment and instant result Earn UK & internationally recognised accredited qualification Easily access the course content on mobile, tablet, or desktop from anywhere, anytime Excellent career advancement opportunities Get 24/7 student support via email. What Skills Will You Learn from This Course? Creating Ad Campaign Measuring and Tracking Campaign Who Should Take This Google AdWords Training? Whether you're an existing practitioner or an aspiring professional, this course is an ideal training opportunity. It will elevate your expertise and boost your CV with key skills and a recognised qualification attesting to your knowledge. Are There Any Entry Requirements? This Google AdWords Training is available to all learners of all academic backgrounds. But learners should be aged 16 or over to undertake the qualification. And a good understanding of the English language, numeracy, and ICT will be helpful. Certificate of Achievement After completing this course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates & Transcripts can be obtained either in Hardcopy at £14.99 or in PDF format at £11.99. Career Path​ This exclusive Google AdWords Training will equip you with effective skills and abilities and help you explore career paths such as  Digital Marketer Marketing Analyst Search Manager Module 1: Introduction to Google Adwords Introduction to Google Adwords 00:15:00 Module 2: Understanding Keywords Understanding Keywords 00:17:00 Module 3: Creating Your First Ad Campaign Creating Your First Ad Campaign 00:17:00 Module 4: Optimising Your Ad Campaigns Optimising Your Ad Campaigns 00:14:00 Module 5: Tracking and Measuring Ad Performance Tracking and Measuring Ad Performance 00:14:00 Module 6: Advanced Google Adwords Strategies Advanced Google Adwords Strategies 00:16:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

About this Virtual Instructor Led Training (VILT)  This 4 half-day Virtual Instructor Led Training (VILT) course will address a variety of contract and loan structuring issues associated with geothermal energy projects as well as comparison with solar, wind and battery storage. The course is designed to investigate how various project finance techniques and contract structures can be used to achieve a competitive power prices while maintaining a satisfactory equity return. Distinctive project finance features of power facilities that depend on geothermal, wind, hydro or solar resources will be evaluated with financial models. The course will cover economic analysis of exploration and development of geothermal facilities and how to incorporate probability of failure and success into an IRR framework. Subsequent sessions will address the theory underlying liquidated damages for delay, and performance as well as design of other incentives that is inherent in different contract structures. Nuanced project finance issues associated with structuring debt for renewable projects will be discussed including under what conditions the DSCR drives debt capacity and when the debt to capital ratio is instrumental. The course will be taught with a combination of theoretical discussions, term sheet review and focused financial models. Training Objectives Evaluation of the economic risks that arise from uncertainty associated with drilling exploration wells and development wells for geothermal projects. Analyse the theoretical issues with computing LCOE for geothermal projects compared to other renewable and non-renewable resources and the importance of cost of capital for renewable projects; Understand differences in contract structures for renewable projects and dispatchable projects and how a single price structure can distort incentives for efficient construction and operation; Understand components of financing that influence the bid price required to meet a required rate of return on equity and can result in relatively low prices with reasonable returns. Understand the importance of debt sizing constraints and what strategies are relevant when the debt to capital constraint applies relative to when the debt service coverage ratio drives the debt size; Understand how to compute P50, P90 and P99 for different projects driven by resource risk; Understand the difference between mean reverting resource variation and estimation mistakes that do not correct as the basis for 1-year P90 and 10-year P90. Understand under what conditions debt sculpting can affect returns and how synthetic sculpting can be used to increase returns when the DSCR constraint applies. Understand the theory of credit spreads, variable rate debt and interest rates in different currencies and compute the implied probability of default that in inherent in credit spreads. Understand how to evaluate the costs to equity investors and the benefits to lenders for various credit enhancements including DSRA accounts, cash flow sweeps and covenants. Course Level Basic or Foundation Training Methods The VILT will be delivered online in 4 sessions comprising 4 hours per day, with 2 breaks of 10 minutes per day, including time for lectures, discussion, quizzes and short classroom exercises. Trainer Your expert course leader provides financial and economic consulting services to a variety of clients, he teaches professional development courses in an assortment of modelling topics (project finance, M&A, and energy). He is passionate about teaching in Africa, South America, Asia and Europe. Many of the unique analytical concepts and modelling techniques he has developed have arisen from discussion with participants in his courses. He has taught customized courses for MIT's Sloan Business School, Bank Paribas, Shell Oil, Society General, General Electric, HSBC, GDF Suez, Citibank, CIMB, Lind Lakers, Saudi Aramco and many other energy and industrial clients. His consulting activities include developing complex project finance, corporate and simulation models, providing expert testimony on financial and economic issues before energy regulatory agencies, and advisory services to support merger and acquisition projects. Our key course expert has written a textbook titled Corporate and Project Finance Modelling, Theory and Practice published by Wiley Finance. The book introduces unique modelling techniques that address many complex issues that are not typically used by even the most experienced financial analysts. For example, it describes how to build user-defined functions to solve circular logic without cumbersome copy and paste macros; how to write function that derives the ratio of EV/EBITDA accounting for asset life, historical growth, taxes, return on investment, and cost of capital; and how to efficiently solve many project finance issues related to debt structuring. He is in the process of writing a second book that describes a series of valuation and analytical mistakes made in finance. This book uses many case studies from Harvard Business School that were thought to represent effective business strategies and later turned into valuation nightmares. Over the course of his career our key course expert has been involved in formulating significant government policy related to electricity deregulation; he has prepared models and analyses for many clients around the world; he has evaluated energy purchasing decisions for many corporations; and, he has provided advice on corporate strategy. His projects include development of a biomass plant, analysis and advisory work for purchase of electricity generation, distribution and transmission assets by the City of Chicago, formulation of rate policy for major metro systems and street lighting networks, advocacy testimony on behalf of low income consumers, risk analysis for toll roads, and evaluation of solar and wind projects. He has constructed many advisory analyses for project finance and merger and acquisition transactions. Lastly, our key course expert was formerly Vice President at the First National Bank of Chicago where he directed analysis of energy loans and also created financial modelling techniques used in advisory projects. He received an MBA specializing in econometrics (with honours) from the University of Chicago and a BSc in Finance from the University of Illinois (with highest university honours). POST TRAINING COACHING SUPPORT (OPTIONAL) To further optimise your learning experience from our courses, we also offer individualized 'One to One' coaching support for 2 hours post training. We can help improve your competence in your chosen area of interest, based on your learning needs and available hours. This is a great opportunity to improve your capability and confidence in a particular area of expertise. It will be delivered over a secure video conference call by one of our senior trainers. They will work with you to create a tailor-made coaching program that will help you achieve your goals faster. Request for further information about post training coaching support and fees applicable for this. Accreditions And Affliations

2 QLS Endorsed Course | CPD Certified | Free PDF + Hardcopy Certificates | 80 CPD Points | Lifetime Access

To provide the knowledge and skills required to perform an internal audit of part of a Environmental management system based on ISO 14001 and report on the effective implementation and maintenance of the management system in accordance with ISO 19011.

Dive into the world of Sports Management with our comprehensive course designed to equip you with the skills necessary for effective sports organization leadership. From legal aspects and ethical considerations to financial and strategic management, this course covers all crucial areas to prepare you for success in the dynamic field of sports. Enhance your expertise and lead sports entities with confidence and competence. Learning Outcomes Grasp foundational concepts in Sports Management. Uphold ethical standards within sports organizations. Lead and manage sports teams effectively. Operate and optimize sports facilities. Manage financial operations specific to sports entities. Utilize analytics to improve team performance and strategies. Understand and enhance athlete performance. Course Curriculum Module 01: Introduction to Sports Management Overview of the Sports Industry: Explore the scope, significance, and basic principles of Sports Management. Module 02: Law in Sports Legal Aspects of Sports: Understand the legal issues and regulations that impact sports organizations and activities. Module 03: Ethics in Sports Ethical Considerations: Discuss ethical challenges and standards in sports management and competition. Module 04: Leadership and Team Management in Sports Effective Leadership Practices: Learn leadership theories and practices applicable to managing sports teams and organizations. Module 05: Sports Facility Management Operational Management: Strategies for the efficient operation, scheduling, and maintenance of sports facilities. Module 06: Financial Management in Sports Economics and Budgeting: Cover financial principles, budgeting processes, and economic impact analysis in sports. Module 07: Sports Analytics in the Sports Management Data-Driven Decision Making: Employ sports analytics to inform decisions and improve organizational strategies. Module 08: Athlete Performance Maximizing Athlete Potential: Techniques and strategies for enhancing athlete training and performance metrics. Module 09: Ethnography in Sports Management Cultural Insights: Utilize ethnographic methods to study the cultural and social aspects of sports communities. Module 10: Strategic Sports Management Long-Term Planning: Develop strategic plans that ensure growth, sustainability, and competitive advantage in sports organizations.

Best Price Of The Market Boost Your Career with Apex Learning and Get Noticed By Recruiters in this Hiring Season! Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now Stepping into a supervisory or managerial role for the first time is daunting, so prepare your skills and knowledge by training yourself. This comprehensive course delivers expert tips and recommendations for handling a senior role in a high-performing organisation or business. The Management Level 5 course provides a masterclass in critical competencies for a high-grade position. You will be taught how to share company visions and goals, deal with conflicts, handle a crisis, and much more. Additionally, you will be trained in advanced forms of time management and learn how your interactions and involvement can be put to the best use in your role. Take this course anywhere and at any time. Don't let your lifestyle limit your learning or your potential. Management Level 5 will provide you with the CPD certificate needed to succeed. Gain experience online and interact with experts. This can prove to be the perfect way to get noticed by a prospective employer and stand out from the crowd. Management Level 5 has been rated and reviewed highly by our learners and professionals alike. We have a passion for teaching, and it shows. Courses are included with this Management Level 5 Complete Bundle: Course 01: Management Level 5 Course 02: Introduction to Accounting Course 03: Payroll Management Course Course 04: HR Management Course 05: Level 3- Project Management Course 06: Employment Law Level 3 Course 07: Compliance & Business Risk Management Course 08: Facilities Management Level 3 Course 09: Performance Management Course 10: Quality Management Course 11: Workplace Safety Course All of our courses have interactive online modules that allow studying to take place where and when you want it to. The only thing you need to take Management Level 5 is Wi-Fi and a screen. You'll never be late for class again. Experienced tutors and mentors will be there for you whenever you need them, and solve all your queries through email and chat boxes. Course 1: Management Level 5 Module 01: Understanding Management and Leadership Module 02: Leadership Theories Module 03: Improving Management and Leadership Performance Module 04: High Performance Teams Module 05: Motivating Employees Module 06: Organisational Skills Module 07: Talent Management Module 08: Succession Planning Module 09: Business Process Management Module 10: Communication Skills Module 11: Negotiation Techniques Module 12: Managing Meetings and Giving Feedback Module 13: Managing Change Module 14: Time Management Module 15: Stress Management Module 16: Emotional Intelligence in Leadership Module 17: Managing Conflict Module 18: Dealing with Office Politics Module 19: Risk Management Module 20: Corporate Responsibility and Ethics Module 21: Microsoft Word, Excel, PowerPoint Course 2: Introduction to Accounting Section 01: Accounting Fundamental Lecture-1. What is Financial Accounting Lecture-2. Accounting Double Entry System and Fundamental Accounting Rules Lecture-3. Financial Accounting Process and Financial Statements Generates Lecture-4. Basic Accounting Equation and Four Financial Statements Lecture-5. Define Chart of Accounts and Classify the accounts Lecture-6. External and Internal Transactions with companies Lecture-7. Short Exercise to Confirm what we learned in this section How will I get my Certificate? After successfully completing the Management Level 5 course, you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £10 * 11 = £110) Hard Copy Certificate: Free (For The Title Course) PS The delivery charge inside the UK is £3.99, and the international students have to pay £9.99. CPD 120 CPD hours / points Accredited by CPD Quality Standards Who is this course for? There is no experience or previous qualifications required for enrolment on this bundle. It is available to all students, of all academic backgrounds. Requirements Our bundle is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Certificates Certificate of completion Digital certificate - Included

Overview This Deep Learning & Neural Networks Python - Keras: For Dummies course will unlock your full potential and will show you how to excel in a career in Deep Learning & Neural Networks Python - Keras: For Dummies. So upskill now and reach your full potential. Everything you need to get started in Deep Learning & Neural Networks Python - Keras: For Dummies is available in this course. Learning and progressing are the hallmarks of personal development. This Deep Learning & Neural Networks Python - Keras: For Dummies will quickly teach you the must-have skills needed to start in the relevant industry. In This Deep Learning & Neural Networks Python - Keras: For Dummies Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Deep Learning & Neural Networks Python - Keras: For Dummies skills to help you advance your career. Acquire a comprehensive understanding of various Deep Learning & Neural Networks Python - Keras: For Dummies topics and tips from industry experts. Learn in-demand Deep Learning & Neural Networks Python - Keras: For Dummies skills that are in high demand among UK employers, which will help you to kickstart your career. This Deep Learning & Neural Networks Python - Keras: For Dummies course covers everything you must know to stand against the tough competition in the Deep Learning & Neural Networks Python - Keras: For Dummies field.  The future is truly yours to seize with this Deep Learning & Neural Networks Python - Keras: For Dummies. Enrol today and complete the course to achieve a Deep Learning & Neural Networks Python - Keras: For Dummies certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Deep Learning & Neural Networks Python - Keras: For Dummies course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Deep Learning & Neural Networks Python - Keras: For Dummies course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Deep Learning & Neural Networks Python - Keras: For Dummies course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Deep Learning & Neural Networks Python - Keras: For Dummies is suitable for anyone aspiring to start a career in Deep Learning & Neural Networks Python - Keras: For Dummies; even if you are new to this and have no prior knowledge on Deep Learning & Neural Networks Python - Keras: For Dummies, this course is going to be very easy for you to understand.  And if you are already working in the Deep Learning & Neural Networks Python - Keras: For Dummies field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Deep Learning & Neural Networks Python - Keras: For Dummies course is a win-win for you in all aspects.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements This Deep Learning & Neural Networks Python - Keras: For Dummies course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Deep Learning & Neural Networks Python - Keras: For Dummies course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online Deep Learning & Neural Networks Python - Keras: For Dummies course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Course Introduction and Table of Contents Course Introduction and Table of Contents 00:11:00 Deep Learning Overview Deep Learning Overview - Theory Session - Part 1 00:06:00 Deep Learning Overview - Theory Session - Part 2 00:07:00 Choosing Between ML or DL for the next AI project - Quick Theory Session Choosing Between ML or DL for the next AI project - Quick Theory Session 00:09:00 Preparing Your Computer Preparing Your Computer - Part 1 00:07:00 Preparing Your Computer - Part 2 00:06:00 Python Basics Python Basics - Assignment 00:09:00 Python Basics - Flow Control 00:09:00 Python Basics - Functions 00:04:00 Python Basics - Data Structures 00:12:00 Theano Library Installation and Sample Program to Test Theano Library Installation and Sample Program to Test 00:11:00 TensorFlow library Installation and Sample Program to Test TensorFlow library Installation and Sample Program to Test 00:09:00 Keras Installation and Switching Theano and TensorFlow Backends Keras Installation and Switching Theano and TensorFlow Backends 00:10:00 Explaining Multi-Layer Perceptron Concepts Explaining Multi-Layer Perceptron Concepts 00:03:00 Explaining Neural Networks Steps and Terminology Explaining Neural Networks Steps and Terminology 00:10:00 First Neural Network with Keras - Understanding Pima Indian Diabetes Dataset First Neural Network with Keras - Understanding Pima Indian Diabetes Dataset 00:07:00 Explaining Training and Evaluation Concepts Explaining Training and Evaluation Concepts 00:11:00 Pima Indian Model - Steps Explained Pima Indian Model - Steps Explained - Part 1 00:09:00 Pima Indian Model - Steps Explained - Part 2 00:07:00 Coding the Pima Indian Model Coding the Pima Indian Model - Part 1 00:11:00 Coding the Pima Indian Model - Part 2 00:09:00 Pima Indian Model - Performance Evaluation Pima Indian Model - Performance Evaluation - Automatic Verification 00:06:00 Pima Indian Model - Performance Evaluation - Manual Verification 00:08:00 Pima Indian Model - Performance Evaluation - k-fold Validation - Keras Pima Indian Model - Performance Evaluation - k-fold Validation - Keras 00:10:00 Pima Indian Model - Performance Evaluation - Hyper Parameters Pima Indian Model - Performance Evaluation - Hyper Parameters 00:12:00 Understanding Iris Flower Multi-Class Dataset Understanding Iris Flower Multi-Class Dataset 00:08:00 Developing the Iris Flower Multi-Class Model Developing the Iris Flower Multi-Class Model - Part 1 00:09:00 Developing the Iris Flower Multi-Class Model - Part 2 00:06:00 Developing the Iris Flower Multi-Class Model - Part 3 00:09:00 Understanding the Sonar Returns Dataset Understanding the Sonar Returns Dataset 00:07:00 Developing the Sonar Returns Model Developing the Sonar Returns Model 00:10:00 Sonar Performance Improvement - Data Preparation - Standardization Sonar Performance Improvement - Data Preparation - Standardization 00:15:00 Sonar Performance Improvement - Layer Tuning for Smaller Network Sonar Performance Improvement - Layer Tuning for Smaller Network 00:07:00 Sonar Performance Improvement - Layer Tuning for Larger Network Sonar Performance Improvement - Layer Tuning for Larger Network 00:06:00 Understanding the Boston Housing Regression Dataset Understanding the Boston Housing Regression Dataset 00:07:00 Developing the Boston Housing Baseline Model Developing the Boston Housing Baseline Model 00:08:00 Boston Performance Improvement by Standardization Boston Performance Improvement by Standardization 00:07:00 Boston Performance Improvement by Deeper Network Tuning Boston Performance Improvement by Deeper Network Tuning 00:05:00 Boston Performance Improvement by Wider Network Tuning Boston Performance Improvement by Wider Network Tuning 00:04:00 Save & Load the Trained Model as JSON File (Pima Indian Dataset) Save & Load the Trained Model as JSON File (Pima Indian Dataset) - Part 1 00:09:00 Save & Load the Trained Model as JSON File (Pima Indian Dataset) - Part 2 00:08:00 Save and Load Model as YAML File - Pima Indian Dataset Save and Load Model as YAML File - Pima Indian Dataset 00:05:00 Load and Predict using the Pima Indian Diabetes Model Load and Predict using the Pima Indian Diabetes Model 00:09:00 Load and Predict using the Iris Flower Multi-Class Model Load and Predict using the Iris Flower Multi-Class Model 00:08:00 Load and Predict using the Sonar Returns Model Load and Predict using the Sonar Returns Model 00:10:00 Load and Predict using the Boston Housing Regression Model Load and Predict using the Boston Housing Regression Model 00:08:00 An Introduction to Checkpointing An Introduction to Checkpointing 00:06:00 Checkpoint Neural Network Model Improvements Checkpoint Neural Network Model Improvements 00:10:00 Checkpoint Neural Network Best Model Checkpoint Neural Network Best Model 00:04:00 Loading the Saved Checkpoint Loading the Saved Checkpoint 00:05:00 Plotting Model Behavior History Plotting Model Behavior History - Introduction 00:06:00 Plotting Model Behavior History - Coding 00:08:00 Dropout Regularization - Visible Layer Dropout Regularization - Visible Layer - Part 1 00:11:00 Dropout Regularization - Visible Layer - Part 2 00:06:00 Dropout Regularization - Hidden Layer Dropout Regularization - Hidden Layer 00:06:00 Learning Rate Schedule using Ionosphere Dataset - Intro Learning Rate Schedule using Ionosphere Dataset 00:06:00 Time Based Learning Rate Schedule Time Based Learning Rate Schedule - Part 1 00:07:00 Time Based Learning Rate Schedule - Part 2 00:12:00 Drop Based Learning Rate Schedule Drop Based Learning Rate Schedule - Part 1 00:07:00 Drop Based Learning Rate Schedule - Part 2 00:08:00 Convolutional Neural Networks - Introduction Convolutional Neural Networks - Part 1 00:11:00 Convolutional Neural Networks - Part 2 00:06:00 MNIST Handwritten Digit Recognition Dataset Introduction to MNIST Handwritten Digit Recognition Dataset 00:06:00 Downloading and Testing MNIST Handwritten Digit Recognition Dataset 00:10:00 MNIST Multi-Layer Perceptron Model Development MNIST Multi-Layer Perceptron Model Development - Part 1 00:11:00 MNIST Multi-Layer Perceptron Model Development - Part 2 00:06:00 Convolutional Neural Network Model using MNIST Convolutional Neural Network Model using MNIST - Part 1 00:13:00 Convolutional Neural Network Model using MNIST - Part 2 00:12:00 Large CNN using MNIST Large CNN using MNIST 00:09:00 Load and Predict using the MNIST CNN Model Load and Predict using the MNIST CNN Model 00:14:00 Introduction to Image Augmentation using Keras Introduction to Image Augmentation using Keras 00:11:00 Augmentation using Sample Wise Standardization Augmentation using Sample Wise Standardization 00:10:00 Augmentation using Feature Wise Standardization & ZCA Whitening Augmentation using Feature Wise Standardization & ZCA Whitening 00:04:00 Augmentation using Rotation and Flipping Augmentation using Rotation and Flipping 00:04:00 Saving Augmentation Saving Augmentation 00:05:00 CIFAR-10 Object Recognition Dataset - Understanding and Loading CIFAR-10 Object Recognition Dataset - Understanding and Loading 00:12:00 Simple CNN using CIFAR-10 Dataset Simple CNN using CIFAR-10 Dataset - Part 1 00:09:00 Simple CNN using CIFAR-10 Dataset - Part 2 00:06:00 Simple CNN using CIFAR-10 Dataset - Part 3 00:08:00 Train and Save CIFAR-10 Model Train and Save CIFAR-10 Model 00:08:00 Load and Predict using CIFAR-10 CNN Model Load and Predict using CIFAR-10 CNN Model 00:16:00 RECOMENDED READINGS Recomended Readings 00:00:00

Level 4 QLS Endorsed Course with FREE Certificate | CPD & CiQ Accredited | 120 CPD Points | Lifetime Access

Level 4 QLS Endorsed Course with FREE Certificate | CPD & CiQ Accredited | 120 CPD Points | Lifetime Access