Step confidently into the booming world of sustainable consulting with the Safety and Environmental Consultant Mini Bundle. If you're eyeing opportunities in green compliance, eco-focused industries, or sustainable project planning, this bundle was made to make you hireable. Whether your path is Environmental Management, Horticulture, Greenhouse operations, Floristry, or Economics-driven strategy, this unique combination sets you up to impress across multiple sectors. Opportunities in Environmental Management are growing rapidly—alongside Horticulture roles, Greenhouse farming, modern Floristry, and Economics-led environmental policy. Don’t wait until everyone else gets ahead. With this cost-effective bundle, you secure five career-aligned fields in one go—saving big while expanding your job appeal. Description The Safety and Environmental Consultant Mini Bundle merges today’s most industry-relevant areas: Environmental Management, Horticulture, Greenhouse cultivation, Floristry, and Economics. If you're aiming to break into consultancy or level up your eco-sector credentials, these skills are in continuous demand—from Environmental Management consultancy to Horticulture planning and Greenhouse logistics. Floristry now intersects with sustainability initiatives more than ever, and Economics professionals who understand environmental contexts are highly sought after. With Environmental Management growing in both public and private sectors, this is your shortcut to standing out. Horticulture and Greenhouse technicians are also being hired at record rates as eco-farming scales up. Even Floristry has pivoted into green design. And let’s not forget—Economics expertise is the backbone of environmental policy. Every course in this bundle positions you directly in the hiring spotlight. There’s no better time to future-proof your CV. Environmental Management? Covered. Horticulture? In demand. Greenhouse? Critical to food systems. Floristry? Eco-modernised. Economics? Essential to decision-making. Don’t let this opportunity pass—build a 5-skill portfolio now before competition catches up. FAQ Q: Who is this bundle for? A: Anyone aiming for a job in Environmental Management, Horticulture, Greenhouse operations, Floristry, or Economics-based sustainability sectors. Q: Do I need prior experience? A: Not at all—whether you're new to Environmental Management or Floristry, or just want to pivot into Greenhouse-based work or Economics consultancy, this bundle works. Q: What kind of roles can I apply for after this? A: Environmental Consultant, Greenhouse Technician, Horticulture Supervisor, Florist, Environmental Economist, and more. Q: Will this help me work across industries? A: Absolutely. Environmental Management and Economics are essential in government, agriculture, urban planning, and green enterprise—Floristry, Greenhouse, and Horticulture offer even more niche verticals. Q: Is this bundle good for freelancing or self-employment? A: Yes! Floristry, Horticulture, and Greenhouse expertise offer flexible pathways—add Economics and Environmental Management, and you’re ready to consult. Q: Is it really cost-effective? A: Very. You gain five job-aligned areas—Environmental Management, Horticulture, Greenhouse, Floristry, and Economics—for less than a fraction of their standalone value.
Ready to go from plumbing tools to full-site operations? The Commercial Plumber Mini Bundle prepares you for employment in complex commercial environments—from office blocks to shopping centres to industrial complexes. Designed around Plumbing, Electrical Safety Management, Site Management, Puwer, and Project Management, this bundle connects you to where the jobs really are. If you want to be the kind of commercial plumber that employers fight to keep, now is the time to invest in yourself. Don’t let this opportunity get snapped up while you wait. Description The Commercial Plumber Mini Bundle was created to help candidates break into and thrive within the commercial plumbing space. These are jobs where Plumbing must intersect with Electrical Safety Management, where large teams require real Site Management discipline, and where Project Management is not a bonus—it's a necessity. Commercial clients expect more than pipes fixed. They want safe, certified, compliant technicians who understand Puwer and can lead or support site operations. That’s why this bundle places equal weight on Plumbing, Electrical Safety Management, Site Management, Puwer, and Project Management. Employers want individuals who know how to work across departments, collaborate safely, follow protocol, and still deliver technical excellence. Hiring managers are scanning for candidates with exactly these areas on their CV. This is your moment to stand out. Invest in your future while positions are still open. FAQ Q: What makes this bundle right for commercial plumbing? A: It focuses on Plumbing, Electrical Safety Management, Site Management, Puwer, and Project Management—all essential for larger-scale works. Q: Are commercial plumbing jobs growing? A: Yes. Especially for professionals who understand Puwer, Site Management, and Electrical Safety Management. Q: How is this bundle different from basic plumbing training? A: It covers beyond-the-tools essentials like Project Management, Site Management, and Puwer. Q: Will it help me get hired faster? A: Most likely. Candidates with Plumbing, Electrical Safety Management, Site Management, Puwer, and Project Management credentials get shortlisted more often. Q: Will it suit contractors and self-employed plumbers? A: Yes. Especially when working on commercial tenders that demand Project Management and Site Management skills. Q: Can I use this for career advancement? A: Definitely. It equips you with the credentials to move beyond basic jobs. Q: Is it suitable for full-time workers? A: Yes—it’s built for flexibility without sacrificing quality. Q: Is this bundle time-sensitive? A: It is. Early access ensures you’re ahead of the competition.
Forex Trading: Forex Trading Online Enrolling in this Forex Trading: Forex Trading course gives your career a boost and takes it to the next level. The Forex Trading: Forex Trading course will provide you with the necessary knowledge and skills to excel in your professional career. This Forex Trading: Forex Trading course will help you stay ahead of the competition whether you want to develop skills for your next job or elevate skills for your next promotion. Transform your financial future with our Diploma in Forex Trading course! Dive deep into Forex Trading with expert-led Forex Trading strategies and techniques. Master the art of Forex Trading through hands-on Forex Trading exercises and real-world applications. Our Diploma in Forex Trading equips you with essential Forex Trading skills to excel in the dynamic Forex Trading market. Enroll now and become a Forex Trading expert today! Special Offers of this Forex Trading: Forex Trading Training Course; This Forex Trading: Forex Trading Training Course includes a FREE PDF Certificate. Lifetime access to this Forex Trading: Forex Trading Training Course Instant access to this Forex Trading: Forex Trading Training Course 24/7 Support Available to this Forex Trading: Forex Trading Training Course Main Course: Forex Trading [ Note: Free PDF certificate as soon as completing the Forex Trading: Forex Trading course] Forex Trading: Forex Trading Online This Forex Trading course consists of 09 modules. Accelerate your success with our Diploma in Forex Trading course! Immerse yourself in comprehensive Forex Trading education and explore advanced Forex Trading concepts. Our Forex Trading course provides daily insights and practical Forex Trading experience. Perfect your Forex Trading skills and strategies with real-time Forex Trading simulations. With our Diploma in Forex Trading, you’ll gain unmatched Forex Trading expertise, paving the way for a thriving Forex Trading career. Certificate of Completion You will receive a course completion certificate for free as soon as you complete the Forex Trading: Forex Trading course. Who is this course for? Forex Trading: Forex Trading Online This Forex Trading: Forex Trading course will benefit anyone interested in learning how to trade the FOREX market. Requirements Forex Trading: Forex Trading Online To enrol in this Forex Trading: Forex Trading Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Forex Trading: Forex Trading Course. Be energetic and self-motivated to complete our Forex Trading: Forex Trading Course. Basic computer Skill is required to complete our Forex Trading: Forex Trading Course. If you want to enrol in our Forex Trading: Forex Trading Course, you must be at least 15 years old. Career path Forex Trading: Forex Trading course Online
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Designing a garden requires a professional garden designer who can provide good design and know how to maintain these aesthetics. This course can assure that you will be skilled in knowing gardening design methods after taking it. If you want to become a professional garden designer or landscape artist then this Level 3 Diploma in Garden Design and Maintenance is perfect for you. You will learn to improve your skills in design and organizing the landscape of your client's garden to reach their high expectations. Course Highlights The price is for the whole course including final exam - no hidden fees Accredited Certificate upon successful completion at an additional cost Efficient exam system with instant results Track progress within own personal learning portal 24/7 customer support via live chat Level 3 Diploma in Garden Design and Maintenance has been given CPD accreditation and is one of the best-selling courses available to students worldwide. This valuable course is suitable for anyone interested in working in this sector or who simply wants to learn more about the topic. If you're an individual looking to excel within this field then Level 3 Diploma in Garden Design and Maintenance is for you. We've taken this comprehensive course and broken it down into several manageable modules which we believe will assist you to easily grasp each concept - from the fundamental to the most advanced aspects of the course. It really is a sure pathway to success. All our courses offer 12 months access and are designed to be studied at your own pace so you can take as much or as little time as you need to complete and gain the full CPD accredited qualification. And, there are no hidden fees or exam charges. We pride ourselves on having friendly and experienced instructors who provide full weekday support and are ready to help with any of your queries. So, if you need help, just drop them an email and await a speedy response. Furthermore, you can check the validity of your qualification and verify your certification on our website at anytime. So, why not improve your chances of gaining professional skills and better earning potential. Assessment and Certification 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. After you have successfully passed the final exam, you will be able to order an Accredited Certificate of Achievement at an additional cost of £19 for a PDF copy and £29 for an original print copy sent to you by post or for both £39. Career Path Not only does our CPD and CiQ accredited course look good on your CV, setting you apart from the competition, it can be used as a stepping stone to greater things. Further advance your learning, launch a new career or reinvigorate an existing one. On successful completion of this course, you have the potential to achieve an estimated salary of £20,000. The sky really is the limit. Course Curriculum Module 1: Gardening Basics Organic Gardening Basics 00:30:00 Having a Plan 00:30:00 Having the Right Tools 01:00:00 Making your Own Mulch 01:00:00 Natural Pest Control 00:30:00 Organic Fertilizer 01:00:00 Planting 01:00:00 Harvesting 01:00:00 What To Avoid 00:30:00 Benefits of Organic Gardening 01:00:00 Module 2: Organic Gardening Why Garden Organically? 01:00:00 Planning Your Organic Vegetable Garden 00:30:00 Growing Your Organic Vegetable Garden 00:30:00 Why Grow an Organic Herb Garden? 00:30:00 Growing an Organic Herb Garden 00:30:00 You Have Organically Grown Herbs, Now What? 01:00:00 Organic Garden Fertilizers 00:30:00 Organic Gardening Compost 00:30:00 Why Use Organic Pest Control? 01:00:00 How to Control Garden Pests Organically 00:30:00 How to Bring Your Organic Plants Indoors; for Easy Year Round Growth 00:30:00 Organic Container Gardening 01:00:00 Organic Hydroponic Gardening 00:30:00 Module 3: Attracting Butterflies WHY SHOULD YOU ATTRACT BUTTERFLIES? 01:00:00 A BUTTERFLY'S LIFE 01:00:00 PLANNING YOUR BUTTERFLY GARDEN 01:00:00 PLANTS TO ATTRACT BUTTERFLIES 01:00:00 Module 4: Garden Maintenance How to Take Care of your Garden 00:15:00 Beginning Garden Care for the New Homeowner 00:30:00 At Home Remedies for Garden Care 00:30:00 Common Garden Problems And Easy Garden Care Solutions 00:15:00 Dogs Beware: Garden Care for the Dog Friendly Home 00:30:00 Garden Care for all Flower and Vegetable Life 00:30:00 Garden Care for the New Neighbor 00:15:00 Garden Care in All Seasons 00:30:00 What to Look for in Plant Selection 00:15:00 Herb Garden Care: Types, Tricks and Tips for Success 00:30:00 How Not to Care for your Garden: Common Garden Care Mistakes to Avoid 00:15:00 How to Choose and Maintain Annuals 00:30:00 How to Make your Seedlings Grow 00:30:00 How to Make Garden Care a Fun Filled Family Activity 00:15:00 Winter Garden Care 00:30:00 Garden Care for All Corners of Your Yard 00:15:00 Must Have Garden Tools for the Proper Garden Care Year Round 01:00:00 Preparing for a Garden 00:30:00 Proper Care to Garden 00:15:00 So, You Want to Start a Garden? Garden Care 00:30:00 The Best Conditions and Home Remedy Secrets to Rose Garden Care 00:30:00 The Different Kinds of Plant Gardens and How to Care for Each Type 00:15:00 What Type of Garden are you Destined to Have? 00:30:00 Top Nine Garden Care Tips from the Experts 00:15:00 Mock Exam Mock Exam - Level 3 Diploma in Garden Design and Maintenance 00:30:00 Final Exam Final Exam - Level 3 Diploma in Garden Design and Maintenance 00:30:00
Beauty therapy has been proven to improve a person's mood since it can help them relax and feel more confident. Learning to provide makeup and nail services such as manicure, pedicure, threading, and even eyelash extension services need proper training. Anyone who is interested to become a nail technician, makeup artist, or beauty experience will learn a lot through this Professional Diploma in Makeup and Nail Technician. You will be equipped with various skills useful for the profession you want to pursue after taking this course. Course Highlights The price is for the whole course including final exam - no hidden fees Accredited Certificate upon successful completion at an additional cost Efficient exam system with instant results Track progress within own personal learning portal 24/7 customer support via live chat Professional Diploma in Makeup and Nail Technician has been given CPD accreditation and is one of the best-selling courses available to students worldwide. This valuable course is suitable for anyone interested in working in this sector or who simply wants to learn more about the topic. If you're an individual looking to excel within this field then Professional Diploma in Makeup and Nail Technician is for you. We've taken this comprehensive course and broken it down into several manageable modules which we believe will assist you to easily grasp each concept - from the fundamental to the most advanced aspects of the course. It really is a sure pathway to success. All our courses offer 12 months access and are designed to be studied at your own pace so you can take as much or as little time as you need to complete and gain the full CPD accredited qualification. And, there are no hidden fees or exam charges. We pride ourselves on having friendly and experienced instructors who provide full weekday support and are ready to help with any of your queries. So, if you need help, just drop them an email and await a speedy response. Furthermore, you can check the validity of your qualification and verify your certification on our website at anytime. So, why not improve your chances of gaining professional skills and better earning potential. Assessment and Certification 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. After you have successfully passed the final exam, you will be able to order an Accredited Certificate of Achievement at an additional cost of £19 for a PDF copy and £29 for an original print copy sent to you by post or for both £39. Career Path Not only does our CPD and CiQ accredited course look good on your CV, setting you apart from the competition, it can be used as a stepping stone to greater things. Further advance your learning, launch a new career or reinvigorate an existing one. On successful completion of this course, you have the potential to achieve an estimated salary of £20,000. The sky really is the limit. Course Curriculum Cosmetics and Makeup What is a Cosmetic? 00:15:00 Cosmetics - From Tradition to Modernity 00:15:00 Equipment - Makeup Kits 00:15:00 Skin 00:30:00 Face 00:30:00 Lips 00:30:00 Eyes 00:30:00 Ten-Step Guide to Perfect Makeup 00:30:00 Special Makeup Applications 00:30:00 Essential Equipment for the Professional 00:15:00 Advanced Makeup Applications 00:15:00 Acne Treatment Acne Treatment 01:00:00 Myths About Acne 01:00:00 The Acne Diet 01:00:00 Vitamins and Natural Ingested Acne Cures 01:00:00 Aromatherapy For Acne Treatment 01:00:00 Acne Treatments In Your Refrigerator 01:00:00 Acne Cures In Your Medicine Cabinet 01:00:00 Store Bought Topical Solutions 01:00:00 Acne Skin Care Regimen 01:00:00 Make up with Acne 01:00:00 Tetracycline 00:30:00 Light Therapy 01:00:00 Dermabrasion and Laser Therapy 00:30:00 Things Not To Do About Acne 00:30:00 Things To Do About Acne 01:00:00 Nail Designing & Manicure Introduction to Nail Technology 00:30:00 The Nail Salon Basics 00:30:00 The Anatomy of the Skin 00:15:00 The Anatomy of the Nail 00:15:00 Nail Diseases & Disorders 00:15:00 The Manicuring Process 00:30:00 Manicure Tools and Equipment 01:00:00 How to Do Nail Art 01:00:00 Create a Marble Nail Effect Using Water 00:30:00 Galaxy Nail Art 00:15:00 Ombre Nails 00:30:00 The Process of Performing a Pedicure 00:30:00 Scrub Pedicure 00:15:00 Hydration Pedicure 00:15:00 Aromatherapy Pedicure 00:30:00 Gel Manicures and Pedicures 01:00:00 Acrylic Nail/Tip Application Process 00:30:00 Acrylic Powders 00:15:00 Professional Nail Tips 00:15:00 Nail Care Products 00:30:00 Trouble shooting acrylic nails 00:15:00 Your Skills 00:30:00 Client Consultation and Aftercare 00:15:00 Infection Control and Hygiene 00:15:00 Health, Hygiene & Safety 01:00:00 Salon Safety 00:15:00 How to Create a Successful Nail Technician Business 01:00:00 Business Plan 00:30:00 Clients 01:00:00 Marketing 01:00:00 How to Start a Nail Salon Business 00:30:00 Nail Salon Professionalism 00:30:00 Ways to Increase Your Profit 00:30:00 Mock Exam Mock Exam - Professional Diploma in Makeup and Nail Technician 00:30:00 Final Exam Final Exam- Professional Diploma in Makeup and Nail Technician 00:30:00
Entrepreneurship refers to the activity of setting up a business or businesses, taking on financial risks in the hope of profit. If you want to start your business, or have your business but want to expand it, the Entrepreneurship Complete Diploma course is rightly designed for you. Throughout the course, you will learn how to start a business, set goals and handle tough situations and challenges in business. The course also helps you to understand how to manage stock, inventory and finances. Why choose this course Earn an e-certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full Tutor Support on Weekdays Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Mock exams Multiple-choice assessment Certification After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post.
Overview of UK Self Assessment Tax Return Understanding the UK Self Assessment Tax Return process is becoming an important skill for anyone who wants to take charge of their own finances. Every year, more than 12 million people in the UK complete a UK Self Assessment Tax Return, helping HMRC collect over £34 billion. This course is designed to help you learn how to manage your taxes clearly and confidently, even if you're not a tax expert. You’ll learn the basics of how the tax system works, how to report your income correctly, and how to claim expenses you’re allowed to. The course also covers capital gains tax, tax reliefs, and other important areas that many people miss. By understanding the full UK Self Assessment Tax Return process, you can make sure you don’t pay more tax than necessary, and you avoid penalties for late or incorrect submissions. This UK Self Assessment Tax Return course is perfect for self-employed people, those with different sources of income, or anyone who wants to feel more confident about doing their own tax return. With clear guidance and practical tips, you’ll be able to complete your UK Self Assessment Tax Return correctly and on time. Take control of your tax responsibilities today with this simple and easy-to-follow UK Self Assessment Tax Return course. This UK Self Assessment Tax Return course will help you to learn: Understand how the UK tax system works and what rules apply Know who needs to send a self-assessment tax return and when Keep and organise the right financial records for HMRC Work out how much income tax you need to pay from different income types Use tax credits and reliefs you are allowed to claim Plan to stay within the rules and avoid problems with HMRC Who is this course for? Self-employed people who need to do their own tax returns Small business owners who want to handle taxes without always using an accountant Anyone with more than one income (like jobs, property, or investments) People who want to understand tax better for their own or clients' finances Those who earn money from abroad or have a more complicated tax situation Process of Evaluation After studying the UK Self Assessment Tax Return Course, your skills and knowledge will be tested with an MCQ exam or assignment. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the UK Self Assessment Tax Return Course, you can order your CPD Accredited Digital / PDF Certificate for £5.99. (Each) Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. (Each) Shipping Charges: Inside the UK: £3.99 International: £10.99 Requirements There is no prerequisite to enrol in this course. Career Path This UK Self Assessment Tax Return Course will help learners to pursue a variety of careers. Such as: Tax Adviser – £25,000 to £45,000 a year Bookkeeper – £20,000 to £35,000 a year Accountant – £28,000 to £50,000 a year Financial Consultant – £30,000 to £60,000 a year Tax Return Specialist – £22,000 to £40,000 a year Course Curriculum Module 01: Tax System in the UK Tax System in the UK 00:15:00 Module 02: Submit a Self-Assessment Tax Return Submit a Self-Assessment Tax Return 00:06:00 Module 03: Gathering and Organizing Documents Gathering and Organising Documents 00:15:00 Module 04: Income Tax Income Tax 00:18:00 Module 05: Advanced Income Tax Advanced Income Tax 00:22:00 Module 06: Expenses and Deductions Expenses and Deductions 00:16:00 Module 07: Capital Gain Tax Capital Gain Tax 00:15:00 Module 08: Tax Credits and Reliefs Tax Credits and Reliefs 00:15:00 Module 09: Completing the Self-Assessment Tax Return Completing the Self-Assessment Tax Return 00:17:00 Module 10: Tax Planning and Compliance Tax Planning and Compliance 00:18:00
Level 2, 4 & 5 QLS Endorsed Diploma | QLS Hard Copy Certificate Included | Plus 10 CPD Courses | Lifetime Access
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