1523 Google courses

Screenwriting Masterclass Training Course Overview Are you looking to begin your screenwriting career or want to develop more advanced skills in screenwriting? Then this screenwriting masterclass online training course will set you up with a solid foundation to become a confident screenwriter and help you to develop your expertise in screenwriting. This screenwriting masterclass online training course is accredited by the CPD UK & IPHM. CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Whether you are self-taught and you want to fill in the gaps for better efficiency and productivity, this screenwriting masterclass online training course will set you up with a solid foundation to become a confident screenwriter and develop more advanced skills. Gain the essential skills and knowledge you need to propel your career forward as a screenwriter. The screenwriting masterclass online training course will set you up with the appropriate skills and experience needed for the job and is ideal for both beginners and those currently working as a screenwriter. This comprehensive screenwriting masterclass online training course is the perfect way to kickstart your career in the field of screenwriting. This screenwriting masterclass online training course will give you a competitive advantage in your career, making you stand out from all other applicants and employees. If you're interested in working as a screenwriter or want to learn more skills on screenwriting but unsure of where to start, then this screenwriting masterclass online training course will set you up with a solid foundation to become a confident screenwriter and develop more advanced skills. As one of the leading course providers and most renowned e-learning specialists online, we're dedicated to giving you the best educational experience possible. This screenwriting masterclass online training course is crafted by industry expert, to enable you to learn quickly and efficiently, and at your own pace and convenience. Who should take this course? This comprehensive screenwriting masterclass online training course is suitable for anyone looking to improve their job prospects or aspiring to accelerate their career in this sector and want to gain in-depth knowledge of screenwriting. Entry Requirement There are no academic entry requirements for this screenwriting masterclass online training course, and it is open to students of all academic backgrounds. As long as you are aged seventeen or over and have a basic grasp of English, numeracy and ICT, you will be eligible to enrol. Career path This screenwriting masterclass online training course opens a brand new door for you to enter the relevant job market and also provides you with the chance to accumulate in-depth knowledge at the side of needed skills to become flourishing in no time. You will also be able to add your new skills to your CV, enhance your career and become more competitive in your chosen industry. Course Curriculum Introduction to The Screenwriting Course Welcome to Class + Recommended Films and Apps Exercise 1 - Write Down 5 Favorite Movies Originality in Screenwriting The Importance of Originality Originality in Practice Exercise 2 - What Interests You + Free Association Writing Finding Ideas For Your Screenplay How to Find Ideas for Your Next Screenplay How Moral Truths Shape Stories Exercise 3 - Let Your Story Begin Developing Your Story Developing Your Story Naturally The Premise Giving Your Premise an Original Hook Exercise 4 - Finalize Your Premise Character Development for Screenwriters Who and What is The Protagonist Who and What is The Antagonist Who are The Supporting Characters Writing Three Dimensional Characters for Your Script Exercise 5 - Create Your Characters Screenplay Story Structure Basic Story Structure What Happens in Act One What Happens in Act Two What Happens in Act Three Exercise 6 - Write Your Synopsis Writing Your Screenplay Outline Writing The Outline What Does a Screenplay Outline Look Like Exercise 7 - Write Your Outline Writing & Formatting Your Screenplay How to Format a Screenplay + Final Draft Tutorial Writing a Screenplay in a Free App Like Google Docs Preparing Your First Screenplay Draft Writing Dialogue Writing Descriptive Action Exercise 8 - Write The First Draft of Your Screenplay Screenplay Revisions Revising Your First Screenplay Draft Feature Film Story Breakdown The Fundamentals of Storytelling Character Breakdown Structure Breakdown Course Conclusion What to Do After You've Written Your Screenplay Final Screenwriting Advice Thank You Bonus Lessons Phil & Brian Chat About Screenwriting Recognised Accreditation CPD Certification Service This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Many organisations look for employees with CPD requirements, which means, that by doing this course, you would be a potential candidate in your respective field. Quality Licence Scheme Endorsed The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees.     Certificate of Achievement Endorsed Certificate from Quality Licence Scheme After successfully passing the MCQ exam you will be eligible to order the Endorsed Certificate by Quality Licence Scheme. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees. There is a Quality Licence Scheme endorsement fee to obtain an endorsed certificate which is £65. Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35. FAQs Is CPD a recognised qualification in the UK? CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD-certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Are QLS courses recognised? Although QLS courses are not subject to Ofqual regulation, they must adhere to an extremely high level that is set and regulated independently across the globe. A course that has been approved by the Quality Licence Scheme simply indicates that it has been examined and evaluated in terms of quality and fulfils the predetermined quality standards. When will I receive my certificate? For CPD accredited PDF certificate it will take 24 hours, however for the hardcopy CPD certificate takes 5-7 business days and for the Quality License Scheme certificate it will take 7-9 business days. Can I pay by invoice? Yes, you can pay via Invoice or Purchase Order, please contact us at info@lead-academy.org for invoice payment. Can I pay via instalment? Yes, you can pay via instalments at checkout. How to take online classes from home? Our platform provides easy and comfortable access for all learners; all you need is a stable internet connection and a device such as a laptop, desktop PC, tablet, or mobile phone. The learning site is accessible 24/7, allowing you to take the course at your own pace while relaxing in the privacy of your home or workplace. Does age matter in online learning? No, there is no age limit for online learning. Online learning is accessible to people of all ages and requires no age-specific criteria to pursue a course of interest. As opposed to degrees pursued at university, online courses are designed to break the barriers of age limitation that aim to limit the learner's ability to learn new things, diversify their skills, and expand their horizons. When I will get the login details for my course? After successfully purchasing the course, you will receive an email within 24 hours with the login details of your course. Kindly check your inbox, junk or spam folder, or you can contact our client success team via info@lead-academy.org

Quality Guarantee: Promising training excellence, satisfaction gurantee Accredited by CPD UK & Quality License Scheme Tutor Support Unlimited support via email, till you complete the course Recognised Certification: Accepted by thousands of professional bodies Start Anytime With 1 year access to the course materials Online Learning Learn from anywhere, whenever you want From this UX Design Course, you will discover the key to crafting exceptional user experiences. You will learn user-centred design principles, usability testings equipping you to create engaging digital products that delight users and drive business success. This course at a glance Accredited by CPD UK Endorsed by Quality Licence Scheme Define ACT and understand its fundamental aspects .A comprehensive outline of how to design better products for humans. All about user expectations. Anatomy of working memory and our attention span. Limits of Peripheral Vision. Analysis of human behavior, decision paralysis, and why humans hate changes. A brief understanding of why humans don't like barriers. A thorough overview of how the developers can improve user experience. Why UX Design Course right for you? UX design course is an ideal choice for you if you are starting from scratch. If you are ready to get started in UX Design, you might as well study from an online context where you will discover the Ux Roles and how to become a leading UX Designer. Examine human decision-making (how old and new brain works? along with examples of F & Z reading patterns and why humans don't like barriers. The course offers you a detailed overview of how to design better products for humans. Once you have completed this UX design course and obtained your certification, you will be equipped to understand and inculcate: Double Diamond Model Of Design Root cause Analysis Principles & Behavior Patterns Scanning Patterns And Change Blindness Designing For Humans UX Design Course Details Accredited by CPD certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Many organisations look for employees with CPD requirements, which means, that by doing this course, you would be a potential candidate in your respective field.   The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Course Curriculum Introduction To User Expericne, Ux Roles and How to Be a UX Designer Can I be a UX Designer. Different roles of UX Designers Major Parts Of Every UX Design What is Human Centered Design (HCD) What is Agile UX. (Student Request Headshot Video) Double Diamond Model of Design by Don Norman Using Root Cause Analysis in UX Design Seven Stages of Action by Don Norman 5 Second Usability Test What Are Affordances, Anti-affordances and Signifiers. Human Centered Design, Double Diamond Model Of Design And Root cause Analysis Examples of Affordances and Signifiers Affordances & Signifiers explained → Headshot Video What is Mapping and Natural Mapping. Conceptual and Mental Models in UX Working Memory and Our Attention Span Examples of Working Memory and Attention Recognition Rather Than Recall Examples of Recognition Rather Than Recall How User Expectations Actually Work. User Expectations Example → Headshot Video Examples of User Expectations Limits of Peripheral Vision Examples of limited Peripheral Vision What is Context of Use in User Experience. Explanation of Context of use → Headshot Video Why Stakeholders Are as Important as Users What is Information Architecture. (Headshot Video) Examples of Information Architecture (Navigation Best Practices) Examples of Information Architecture (Navigation Best Practices) Principles & Behavior Patterns, Decision Making, Scanning Patterns And Change Blindness Human Decision Making → How Old and New Brain Works? Human Decision Making → How Old and New Brain Works. Humans Hate Change Our Goals and Change Blindness Examples of Human Behavior, Decision Paralysis and Why We Hate Change Examples of F & Z Reading Patterns and Why Humans Don't Like Barriers Designing For Humans → How to Design Better Products For Humans Discoverability → Can Your Users Discover Your Product's Features Learnability → Can Your Users Learn to Use Your Product Easily Feedback → Do Users Know What is Happening or Just Happened? Feedback → Do Users Know What is Happening or Just Happened. Examples of Visual and Audio Feedback Feedback within the context → Walmart Example Consistency in Design & Function with Examples Constraints and how to use them to improve UX What Are Slips & Mistakes and How to Avoid Them Designing for errors with Examples User always in control with Examples Using Grouping and Chunking to Improve UX Physical & Mental limitations of Humans How Developers Can Improve User Experience? Using Design Patterns → Don't Re-invent the Wheel Don't Let Users Think → Do Heavy Calculation Yourself Why Users Always Need Speed and When to Use Delays. Power of Smart Defaults & Suggestion Guiding and Training Users at Every Step Reduce Number of Barriers to Entry for Users Use Natural Language Rather Than Codes Examples of Natural Language or Conversational Forms Timing of Notifications and Our Perception Using Google Analytics to Know More About Users Data Driven Design and Anticipatory Design With Examples Case Study Solution → GPtools App Who should take this course? This comprehensive UX design course is suitable for anyone looking to improve their job prospects or aspiring to accelerate their career in this sector and want to gain in-depth knowledge of UX design. Entry Requirements There are no academic entry requirements for this UX design course, and it is open to students of all academic backgrounds. As long as you are aged seventeen or over and have a basic grasp of English, numeracy and ICT, you will be eligible to enrol. Assessment Method On successful completion of the course, you will be required to sit an online multiple-choice assessment. The assessment will be evaluated automatically and the results will be given to you immediately. Certification Endorsed Certificate from Quality Licence Scheme After successfully passing the MCQ exam you will be eligible to order the Endorsed Certificate by Quality Licence Scheme. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees. There is a Quality Licence Scheme endorsement fee to obtain an endorsed certificate which is £65. Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35. FAQs Is CPD a recognised qualification in the UK? CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD-certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Are QLS courses recognised? Although QLS courses are not subject to Ofqual regulation, they must adhere to an extremely high level that is set and regulated independently across the globe. A course that has been approved by the Quality Licence Scheme simply indicates that it has been examined and evaluated in terms of quality and fulfils the predetermined quality standards. When will I receive my certificate? For CPD accredited PDF certificate it will take 24 hours, however for the hardcopy CPD certificate takes 5-7 business days and for the Quality License Scheme certificate it will take 7-9 business days. Can I pay by invoice? Yes, you can pay via Invoice or Purchase Order, please contact us at info@lead-academy.org for invoice payment. Can I pay via instalment? Yes, you can pay via instalments at checkout How to take online classes from home? Our platform provides easy and comfortable access for all learners; all you need is a stable internet connection and a device such as a laptop, desktop PC, tablet, or mobile phone. The learning site is accessible 24/7, allowing you to take the course at your own pace while relaxing in the privacy of your home or workplace. Does age matter in online learning? No, there is no age limit for online learning. Online learning is accessible to people of all ages and requires no age-specific criteria to pursue a course of interest. As opposed to degrees pursued at university, online courses are designed to break the barriers of age limitation that aim to limit the learner's ability to learn new things, diversify their skills, and expand their horizons. When I will get the login details for my course? After successfully purchasing the course, you will receive an email within 24 hours with the login details of your course. Kindly check your inbox, junk or spam folder, or you can contact our client success team via info@lead-academy.org

Follow your dreams by enrolling on the Weight-Loss Coaching course today and develop the experience, skills and knowledge you need to enhance your professional development. Weight-Loss Coaching will help you arm yourself with the qualities you need to work towards your dream job. Study the Weight-Loss Coaching training course online with Janets through our online learning platform and take the first steps towards a successful long-term career. The Weight-Loss Coaching course will allow you to enhance your CV, impress potential employers, and stand out from the crowd.  This Weight-Loss Coaching course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Study the Weight-Loss Coaching course through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the Weight-Loss Coaching course, to ensure you are supported every step of the way. Get a digital certificate as proof of your Weight-Loss Coaching course completion. Janets is one of the top online training course providers in the UK, and we want to make education accessible to everyone! Learn the essential skills you need to succeed and build a better future for yourself with the Weight-Loss Coaching course. The Weight-Loss Coaching course is designed by industry experts and is tailored to help you learn new skills with ease.  The Weight-Loss Coaching is incredibly great value and allows you to study at your own pace. With full course access for one year, you can complete the Weight-Loss Coaching when it suits you. Access the Weight-Loss Coaching course modules from any internet-enabled device, including computers, tablets, and smartphones. The Weight-Loss Coaching course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the Weight-Loss Coaching now and start learning instantly! What You Get Out Of Studying Weight-Loss Coaching With Janets: Receive a digital Certificate upon successful completion of the Weight-Loss Coaching course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Description The Weight-Loss Coaching training course is delivered through Janets' online learning platform. Access the Weight-Loss Coaching content from any internet-enabled device whenever or wherever you want to. The Weight-Loss Coaching course has no formal teaching deadlines, meaning you are free to complete the course at your own pace. Method of Assessment  To successfully complete the Weight-Loss Coaching course, students will have to take an automated multiple-choice exam. This exam will be online and you will need to score 60% or above to pass the Weight-Loss Coaching course. After successfully passing the Weight-Loss Coaching course exam, you will be able to apply for a CPD-accredited certificate as proof of your Weight-Loss Coaching qualification. Certification All students who successfully complete the Weight-Loss Coaching course can instantly download their digital certificate. You can also purchase a hard copy of the Weight-Loss Coaching course certificate, which will be delivered by post for £9.99. Who Is This Course For: The Weight-Loss Coaching is ideal for those who already work in this sector or are an aspiring professional. This Weight-Loss Coaching course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements: The Weight-Loss Coaching is open to all students and has no formal entry requirements. To study the Weight-Loss Coaching course, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16. Career Path: The Weight-Loss Coaching is ideal for anyone who wants to pursue their dream career in a relevant industry. Learn the skills you need to boost your CV and go after the job you want. Complete the Weight-Loss Coaching and gain an industry-recognised qualification that will help you excel in finding your ideal job. Course Content Weight-Loss Coaching Building Your Weight-Loss Coach Persona Key responsibilities of the coach 00:05:00 What's the best 'title' for weight-loss coaching? 00:03:00 Getting clear on your 'mission' and 'vision' 00:04:00 Who is your 'ideal client'? 00:05:00 Create your 'Statement Message' 00:04:00 Do you need additional qualifications? 00:07:00 Developing your coaching plan 00:08:00 Types of Weight-Loss Clients 3 Types of Weight-Loss Clients 00:06:00 How to coach 'female clients' 00:05:00 How to work with male clients 00:05:00 How to work with very busy clients 00:07:00 What Do Your Clients Really Need? The 3 'real' reasons of paying for your sessions 00:03:00 Common reasons for being 'overweight' 00:04:00 3 Types of emotional eaters 00:06:00 Various Forms of Coaching Coaching from your office Vs coaching 'online' 00:04:00 One-to-one coaching Vs Group coaching 00:05:00 Facebook Coaching 00:04:00 Skype or Google Hangouts coaching 00:05:00 Email Coaching 00:05:00 How To Give The Right Information To Your Client How to increase your client's motivation 00:06:00 Measuring your client's stress levels 00:05:00 How to overcome cravings 00:06:00 How to give the right information on dieting & exercising 00:07:00 How To 'Attract' New Clients Do you need a website? 00:05:00 How to find new clients on Facebook 00:06:00 How to become popular on YouTube? 00:04:00 Is it possible to find clients on Twitter? 00:00:00 How to attract new clients on LinkedIn 00:06:00 How to create and publish your own Kindle book within 7 days 00:15:00 How to get known through 'magazines' 00:06:00 'Attracting' clients through 'follow-ups' 00:06:00 How To Find Clients In 7 Days Joint Ventures 00:08:00 Free coaching 00:09:00 Power of referral 00:05:00 Voucher Deals 00:07:00 Webinars 00:12:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

The focus of this UX Design course is to introduce you to User Experience (UX) Design and design artefacts that enable you to meet your need in the most effective, practical and satisfying manner. Through this course, step up your skills in UX research if you want to be taken seriously as a UX designer. 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 Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £99.00. Please note that overseas students may be charged an additional £10 for postage. CPD Certificate of Achievement from Janets Upon successful completion of the course, you will be able to obtain your course completion e-certificate. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Endorsement This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Method of Assessment To successfully complete the course, students will have to take an automated multiple-choice exam. This exam will be online and you will need to score 60% or above to pass the course. After successfully passing the exam, you will be able to apply for Quality Licence Scheme endorsed certificate of achievement. To verify your enhanced skills in the subject, we recommend that you also complete the assignment questions. These can be completed at any time which is convenient for yourself and will be assessed by our in-house specialised tutors. Full feedback will then be given on your current performance, along with any further advice or support. Course Content Introduction to User Expericne, UX Roles and how to be a UX Designer What Is UI FREE 00:05:00 Can I be a Ux Designer-updated 00:03:00 Different Role of Ux Designer 00:06:00 Major Parts of Ux Design 00:05:00 Human Centered Design, Double Diamond Model of Design and Root Cause analysis Human Centered Design 00:03:00 DoudIbe Diamond 00:05:00 Root Cause Analysis 00:02:00 Seven Stages of Actions 00:05:00 Five second test firstusability test 00:02:00 06. Assignment 00:03:00 What is Agile UX 00:06:00 Principles & Concepts of User Experience, Usability and Interaction Design Affordance And Signfiers 00:06:00 Affordance And Signifiers-examples-fix-video 00:06:00 Afforadances explained headshot 00:05:00 Natural Mapping with examples 00:09:00 Mentalmodels conceptual models 00:06:00 Working Memory 00:06:00 Working Memory Example 00:07:00 06. Recognition And Recall 00:04:00 Recognition examples 00:07:00 User Expectations 00:04:00 User Expectations examples 00:08:00 User expectation headshot 00:02:00 Peripheral Vision 00:05:00 Peripheral Vision examples 00:07:00 Context of Use 00:05:00 Context of use headshot 00:02:00 Why-stakeholders are important 00:04:00 Information Architecture 00:05:00 Information Architecture Examples 00:11:00 Human Behavior Patterns, Decision making, scanning patterns and Change Blindness Humans Lazy Behavior decision Paralsis And Scanning 00:05:00 Human Decisions-Old And New Brain 00:03:00 Humans Hate Change 00:03:00 Our Goals And Change Blindness 00:03:00 Human behavior decision Paralysis hate change Examples 00:08:00 F-z Patterns Cart Abondomnment, Form Field Conversions 00:07:00 Designing for Humans - How to design better products for humans Discoverability 00:06:00 Discover assignment 00:01:00 Learability 00:04:00 Feedback-4.MP4 00:03:00 Feedback Within Context Walmart 00:03:00 Feedback examples 00:08:00 Constraints With Examples 00:06:00 Consistancy With Examples.mp4 00:06:00 Slips And Mistakes With Examples 00:04:00 Designing For Errors With Examples 00:04:00 User In Control with Examples 00:05:00 Grouping And chunking with Examples 00:04:00 Humans Have Limits 00:07:00 How Developers can improve User Experience? Using desgin patters dont reinvent the wheel 00:05:00 Dont let users think do heavy calculation yourself 00:08:00 Speed and Delays 00:06:00 Smart Defaults 00:06:00 Guiding And Training Users 00:04:00 Barriers To Entry 00:05:00 Natural Language with Examples 00:08:00 Natural Language Forms 00:03:00 Google Analytics 00:05:00 Notification 00:07:00 Anticipatory Desgin 00:04:00 Mock Exam Final Exam Assignment Assignment - UX Design 2 weeks, 1 day Order Your Certificate Order your Certificate QLS 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

The User Experience (UX) Fundamentals Course is a wonderful learning opportunity for anyone who has a passion for this topic and is interested in enjoying a long career in the relevant industry. It's also for anyone who is already working in this field and looking to brush up their knowledge and boost their career with an acknowledged certificate. This User Experience (UX) Fundamentals Course consists of several modules that take around 5 hours to complete. The course is accompanied by instructional videos, helpful illustrations, how-to instructions and advice. The course is offered online at a very affordable price. That gives you the ability to study at your own pace in the comfort of your home. You can access the modules from anywhere and from any device. 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 Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £99.00. Please note that overseas students may be charged an additional £10 for postage. CPD Certificate of Achievement from Janets Upon successful completion of the course, you will be able to obtain your course completion e-certificate. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Endorsement This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Method of Assessment In order to ensure the Quality Licensing scheme endorsed and CPD acknowledged certificate, learners need to score at least 60% pass marks on the assessment process. After submitting assignments, our expert tutors will evaluate the assignments and give feedback based on the performance. After passing the assessment, one can apply for a certificate. Course Content Introduction to User Expericne, UX Roles and how to be a UX Designer What Is UI 00:05:00 Can I be a Ux Designer-updated 00:03:00 Different Role of Ux Designer 00:06:00 Major Parts of Ux Design 00:05:00 Human Centered Design, Double Diamond Model of Design and Root Cause analysis Human Centered Design 00:03:00 DoudIbe Diamond 00:05:00 Root Cause Analysis 00:02:00 Seven Stages of Actions 00:05:00 Five second test firstusability test 00:02:00 Assignment 00:03:00 What is Agile UX 00:06:00 Principles & Concepts of User Experience, Usability and Interaction Design Affordance And Signfiers 00:06:00 Affordance And Signifiers-examples-fix-video 00:06:00 Afforadances explained headshot 00:05:00 Natural Mapping with examples 00:09:00 Mentalmodels conceptual models 00:06:00 Working Memory 00:06:00 Working Memory Example 00:07:00 Recognition And Recall 00:04:00 Recognition examples 00:07:00 User Expectations 00:04:00 User Expectations examples 00:08:00 User expectation headshot 00:02:00 Peripheral Vision 00:05:00 Peripheral Vision examples 00:07:00 Context of Use 00:05:00 Context of use headshot 00:02:00 Why-stakeholders are important 00:04:00 Information Architecture 00:05:00 Information Architecture Examples 00:11:00 Human Behavior Patterns, Decision making, scanning patterns and Change Blindness Humans Lazy Behavior decision Paralsis And Scanning 00:05:00 Human Decisions-Old And New Brain 00:03:00 Humans Hate Change 00:03:00 Our Goals And Change Blindness 00:03:00 Human behavior decision Paralysis hate change Examples 00:08:00 F-z Patterns Cart Abondomnment, Form Field Conversions 00:07:00 Designing for Humans - How to design better products for humans Discoverability 00:06:00 Discover assignment 00:01:00 Learability 00:04:00 Feedback-4.MP4 00:03:00 Feedback Within Context Walmart 00:03:00 Feedback examples 00:08:00 Constraints With Examples 00:06:00 Consistancy With Examples.mp4 00:06:00 Slips And Mistakes With Examples 00:04:00 Designing For Errors With Examples 00:04:00 User In Control with Examples 00:05:00 Grouping And chunking with Examples 00:04:00 Humans Have Limits 00:07:00 How Developers can improve User Experience? Using desgin patters dont reinvent the wheel 00:05:00 Dont let users think do heavy calculation yourself 00:08:00 Speed and Delays 00:06:00 Smart Defaults 00:06:00 Guiding And Training Users 00:04:00 Barriers To Entry 00:05:00 Natural Language with Examples 00:08:00 Natural Language Forms 00:03:00 Google Analytics 00:05:00 Notification 00:07:00 Anticipatory Desgin 00:04:00 Assignment Assignment - User Experience (UX) Fundamentals 2 weeks, 1 day Order Your Certificate Order your Certificate QLS 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

Refund Policy About this event 1 hour 30 minutes Mobile eTicket Full Moon Candle Lit Sound Journey & Gong Bath. FRIDAY 4th of August 7.30pm - 9.00pm Come and join us for a deeply meditative and immersive sound journey and gong bath experience with Robin Freeman. These sessions provide a safe space where you can come to relax, unwind, and just let go… An opportunity for self-healing, and for restoration of mind, body, and soul. Every session is a unique experience, and each week we work with different themes, directions, and intentions. As this particular session falls within the magical full moon phase, we will be focusing upon this. The full moon is a perfect opportunity to let go of anything that no longer serves us. It is a time for release. Together we can let go of any unwanted burdens that we are carrying, to make way for exciting new opportunities and experiences to emerge. ABOUT MY SOUND JOURNEY & GONG BATH SESSIONS. I work with a wide variety of healing instruments and tools that have been very carefully selected from many different countries around the world. When combined, these can directly and positively affect mood, brain waves, the nervous system, and body chemistry, with fantastic and profound results. The sounds and vibrations that are created in these sessions stimulate the body to recreate its own harmonic frequency and help produce the alpha waves that are present within our brains whilst in a state of deep relaxation. All you need to do is come along, lay down, and relax, as I guide you along a deeply meditative journey. These sessions can help with issues such as stress, anxiety, sleep disorders, depression, digestion, chakra realignment and energy flow. They also create a perfect opportunity to set new intentions or release any burdens that you no longer wish to carry. The average Human being consists of approximately 60 – 70% water. Water serves to conduct sound waves. During a sound journey these sound waves and vibrations create ripples that gently reverberate over and over. These circulate around and through-out the entire body to calm, relax and soothe. As a result of this it is common for the heart rate to slow down, the blood pressure to drop, and the breath to become calm, peaceful, and return to its natural rhythm. Once the session ends, it is common for attendees to feel very relaxed and then enjoy a lovely deep sleep that night, followed by a feeling of refreshment once you awaken the next day. During these sessions I use several very special gongs. These have been carefully chosen and induce a holistic resonance in the body and a spontaneous meditative state in the mind, resulting in a sense of expanded awareness and wholeness. This is both restorative and healing. It is just what our body, mind and soul needs to restore, refresh and revitalise. VENUE. Namrata Yoga Studio (Inside the large Bad Hand Coffee building), 7 Norwich Road, Bournemouth , BH2 5QZ. (Google maps). Come along and enjoy a warm welcome within our beautifully warm, cosy, candle lit venue, and treat yourself to some well-deserved 'you time'. ADVANCED BOOKING IS ESSENTIAL. IMPORTANT DETAILS. *** Please arrive by 7.25pm (just 5 minutes before we are due to begin). This is when we open our doors to welcome everyone in. Please try to avoid arriving excessively early as you will have to wait outside until the doors open. This is because we will be busy preparing the venue for the session and are unable to let anyone inside until we are ready. Once we start our session at 7.30pm the door must be closed and locked to prevent any disturbances. We are unable to let people enter after the session has begun. This is only fair to everyone already inside. Thank-you for understanding. *** WHAT TO BRING. Comfy clothing, a pillow or something nice and comfy to rest your head upon, and some water to drink. You are also welcomed to bring anything else with you so that you are as comfortable as possible during our session. We provide yoga mats, blankets, and weighted eye masks for everyone attending. Please feel free to bring an extra yoga mat or blanket to lay on top of if you would like some extra comfort (we do supply yoga mats, but you are welcome to bring your own along too if you like). It is important that you are as comfortable as possible during this session, so please do feel free to bring whatever you need. Anyone who is unable to lay at floor level is welcome to bring a folding recliner chair or similar. ADVISORY INFORMATION & DISCLAIMER. - Gong baths are not advised for pregnant women during the first trimester. - It is not advised to attend if you have ever had a stroke. - It is not advised to attend if you have any psychological or psychiatric conditions. - It is not advised to attend if you have ever had brain injuries or brain surgery. - It is not advised to attend if you suffer from severe osteoporosis. - Please do not attend if you are under the influence of any recreational or psychoactive drugs or alcohol. - We will be laying on yoga mats placed on the floor, so if you want any extra comfort, please do feel free to bring your own yoga mat or anything else to double up with (or anything else that is soft that you would like to lay upon). - If you are unable to lay upon a yoga mat at floor level, you are welcome to bring a reclining camping chair or similar. - It is advised to bring a pillow or comfortable cushion to rest your head upon, a blanket, and some water to drink. Bring whatever you need for maximum comfort during the session. - It is advised to wear comfortable clothing. - If in any doubt about attending these sessions, please consult your doctor or health care professional in advance.. - We do not accept any legal responsibility for any personal injury or other loss arising from the attendance of this session and the use of sound healing, Gongs, vocal or any other form of instrument being used by ourselves. If you have reason to believe that these objects and the sounds that they make may cause any discomfort, pain, or injury, please do not attend. By attending this session you agree to have understood the information provided to you. By attending this session you hereby release the listed business (Sacred Sound Healing and Robin Freeman) from any and all liability, negligence, or any other claims arising from or in any way connected with your participation. REFUNDS & CANCELLATIONS. We are unable to offer a refund for your booking or transfer it to an alternative date unless you contact us via email at least 48hrs prior to the event date. Email: info@sacredsoundhealing.co.uk If you are unable to attend, you are welcome to pass your booking on to someone else. Please ask this person to notify us that this has happened when they arrive.

Description:  Digital marketing is promoting that makes utilisation of electronic gadgets, for example, PCs, cell phones, tablets and game consoles to connect with stakeholders. If you want to manage advertising and marketing campaign on that scale effectively, you have to comprehend the ever changing advertising Eco-system. This course will show you all that you have to know to land a position in advertising, run a successful campaign, develop your present business and find better approaches to build your value at your current place of employment. Who is the course for? This course would be ideal for people who want to learn about advertising and marketing. Entrepreneurs. Business owners. Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy at a cost of £39 or in PDF format at a cost of £24. PDF certificate's turnaround time is 24 hours and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognised accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: This Diploma in Advertising and Marketing is a useful qualification to possess, and would be beneficial for the following careers: Account Manager Business Development Executive Producers Group Account Director Marketing Manager Sales Specialists Strategist And Much More! Marketing Basics Module One - Getting Started 00:30:00 Module Two - What is Marketing 00:30:00 Module Three - Common Marketing Types (I) 00:30:00 Module Four - Common Marketing Types (II) 00:30:00 Module Five - The Marketing Mix 00:30:00 Module Six - Communicating the Right Way 01:00:00 Module Seven - Customer Communications 00:30:00 Module Eight - Marketing Goals 00:30:00 Module Nine - The Marketing Funnel 00:20:00 Module Ten - Marketing Mistakes (I) 01:00:00 Module Eleven - Marketing Mistakes (II) 01:00:00 Module Twelve - Wrapping Up 00:30:00 Level 3 Diploma in Marketing- Activities 00:00:00 Mastering Digital Marketing Introduction to Internet Marketing and Reputation Management 00:30:00 How to Optimise Your Site for Every Stage of the Buy Cycle 00:30:00 Build Impression on Your Site 00:30:00 Types of Link Building 01:00:00 Importance of Landing Pages 00:30:00 Difference Between Internet Marketing and Online Customer Service 01:00:00 Concept Of Affiliate Programs 01:30:00 About Of Google Analytics 01:00:00 Online Press Releases 00:15:00 How to Get Traffic from Twitter 00:30:00 Importance of Testing E-Mail Messages 00:15:00 What is Viral Marketing 01:00:00 What is EMail Marketing 00:30:00 Difference Between Images and Video 00:15:00 How to Internet Marketing on Facebook 02:00:00 What is Search Engine Optimization(SEO)? 00:30:00 Understanding Search Results 00:15:00 How to Attract Customer on Your Product? 00:15:00 Time Makes Money 00:30:00 How to Test a Landing Page 00:30:00 Best Web Writing 01:00:00 Ways to Use of Humor in You Internet Marketing 00:15:00 Coupon Codes 00:15:00 When to Pull the Plug 00:15:00 Internet Advertising Techniques INTRODUCTION: WHAT IS AFFILIATE MARKETING? 00:30:00 WHY AFFILIATE MARKETING IS AWESOME 00:30:00 FINDING A PROFITABLE NICHE 01:00:00 CHOOSING AN AFFILIATE PRODUCT 00:15:00 THE ADVANTAGES OF CLICK BANK 00:30:00 ANALYZING THE CLICK BANK MARKETPLACE 00:30:00 CREATING YOUR HOP LINK 00:30:00 CREATING A FREE BLOG 01:00:00 PERFORMING EFFECTIVE KEYWORD RESEARCH 00:30:00 CREATING AN OPTIMIZED POST 00:30:00 POSTING TO YOUR BLOG 00:15:00 PROMOTING YOUR BLOG: AN OVERVIEW 00:30:00 PROMOTION: ARTICLE MARKETING 00:30:00 PROMOTION: SOCIAL BOOKMARKING 01:00:00 PROMOTION: BLOG COMMENTING 00:30:00 ADDITIONAL PROMOTION TIPS 00:15:00 CREATING YOUR OWN WEBSITE 01:00:00 Email Marketing Introduction to Email Marketing 00:30:00 Using Email Marketing Software 00:30:00 Building Email Lists by Quantity 00:30:00 Building Email Lists by Quality 00:30:00 Crafting an Email 01:00:00 Analyzing and Tracking Your Email Marketing Strategy 00:30:00 Facebook Marketing Basics Introduction to Facebook 00:15:00 Why You Should Care 00:15:00 Setting up a Facebook Page 00:30:00 How to Get More Likes for Your Facebook Page 00:30:00 Facebook Advertising 00:30:00 How Much Does Facebook Advertising Cost? 00:30:00 Marketing on Facebook 01:00:00 Create a Content Calendar 00:15:00 Understanding Edge Rank & the Art of Engagement 00:15:00 Twitter Marketing TWITTER FOR BUSINESS 00:15:00 TOP TWITTER TIPS 00:15:00 TWITTER IS 00:15:00 BUSINESS TERMS 00:15:00 WHY USE TWITTER FOR MARKETING 00:15:00 TWITTER MARKETING BASICS 01:00:00 TWITTER METRICS 00:30:00 YOUR BIO 00:15:00 WHEN TO TWEET 00:15:00 BUILDING YOUR COMMUNITY 00:15:00 GENERATING LEADS 00:15:00 REAL-TIME TWITTER MARKETING 00:15:00 ENGAGEMENT 00:15:00 TWETIQUETTE (TWEETING ETIQUETTE) 00:15:00 Mock Exam Mock Exam- Diploma in Advertising and Marketing 00:30:00 Final Exam Final Exam- Diploma in Advertising and Marketing 00:30:00 Refer A Friend Refer A Friend 00:00:00 Order Your Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

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Duration 2 Days 12 CPD hours This course is intended for Audience: Data Scientists, Software Developers, IT Architects, and Technical Managers. Participants should have the general knowledge of statistics and programming Also familiar with Python Overview ? NumPy, pandas, Matplotlib, scikit-learn ? Python REPLs ? Jupyter Notebooks ? Data analytics life-cycle phases ? Data repairing and normalizing ? Data aggregation and grouping ? Data visualization ? Data science algorithms for supervised and unsupervised machine learning Covers theoretical and technical aspects of using Python in Applied Data Science projects and Data Logistics use cases. Python for Data Science ? Using Modules ? Listing Methods in a Module ? Creating Your Own Modules ? List Comprehension ? Dictionary Comprehension ? String Comprehension ? Python 2 vs Python 3 ? Sets (Python 3+) ? Python Idioms ? Python Data Science ?Ecosystem? ? NumPy ? NumPy Arrays ? NumPy Idioms ? pandas ? Data Wrangling with pandas' DataFrame ? SciPy ? Scikit-learn ? SciPy or scikit-learn? ? Matplotlib ? Python vs R ? Python on Apache Spark ? Python Dev Tools and REPLs ? Anaconda ? IPython ? Visual Studio Code ? Jupyter ? Jupyter Basic Commands ? Summary Applied Data Science ? What is Data Science? ? Data Science Ecosystem ? Data Mining vs. Data Science ? Business Analytics vs. Data Science ? Data Science, Machine Learning, AI? ? Who is a Data Scientist? ? Data Science Skill Sets Venn Diagram ? Data Scientists at Work ? Examples of Data Science Projects ? An Example of a Data Product ? Applied Data Science at Google ? Data Science Gotchas ? Summary Data Analytics Life-cycle Phases ? Big Data Analytics Pipeline ? Data Discovery Phase ? Data Harvesting Phase ? Data Priming Phase ? Data Logistics and Data Governance ? Exploratory Data Analysis ? Model Planning Phase ? Model Building Phase ? Communicating the Results ? Production Roll-out ? Summary Repairing and Normalizing Data ? Repairing and Normalizing Data ? Dealing with the Missing Data ? Sample Data Set ? Getting Info on Null Data ? Dropping a Column ? Interpolating Missing Data in pandas ? Replacing the Missing Values with the Mean Value ? Scaling (Normalizing) the Data ? Data Preprocessing with scikit-learn ? Scaling with the scale() Function ? The MinMaxScaler Object ? Summary Descriptive Statistics Computing Features in Python ? Descriptive Statistics ? Non-uniformity of a Probability Distribution ? Using NumPy for Calculating Descriptive Statistics Measures ? Finding Min and Max in NumPy ? Using pandas for Calculating Descriptive Statistics Measures ? Correlation ? Regression and Correlation ? Covariance ? Getting Pairwise Correlation and Covariance Measures ? Finding Min and Max in pandas DataFrame ? Summary Data Aggregation and Grouping ? Data Aggregation and Grouping ? Sample Data Set ? The pandas.core.groupby.SeriesGroupBy Object ? Grouping by Two or More Columns ? Emulating the SQL's WHERE Clause ? The Pivot Tables ? Cross-Tabulation ? Summary Data Visualization with matplotlib ? Data Visualization ? What is matplotlib? ? Getting Started with matplotlib ? The Plotting Window ? The Figure Options ? The matplotlib.pyplot.plot() Function ? The matplotlib.pyplot.bar() Function ? The matplotlib.pyplot.pie () Function ? Subplots ? Using the matplotlib.gridspec.GridSpec Object ? The matplotlib.pyplot.subplot() Function ? Hands-on Exercise ? Figures ? Saving Figures to File ? Visualization with pandas ? Working with matplotlib in Jupyter Notebooks ? Summary Data Science and ML Algorithms in scikit-learn ? Data Science, Machine Learning, AI? ? Types of Machine Learning ? Terminology: Features and Observations ? Continuous and Categorical Features (Variables) ? Terminology: Axis ? The scikit-learn Package ? scikit-learn Estimators ? Models, Estimators, and Predictors ? Common Distance Metrics ? The Euclidean Metric ? The LIBSVM format ? Scaling of the Features ? The Curse of Dimensionality ? Supervised vs Unsupervised Machine Learning ? Supervised Machine Learning Algorithms ? Unsupervised Machine Learning Algorithms ? Choose the Right Algorithm ? Life-cycles of Machine Learning Development ? Data Split for Training and Test Data Sets ? Data Splitting in scikit-learn ? Hands-on Exercise ? Classification Examples ? Classifying with k-Nearest Neighbors (SL) ? k-Nearest Neighbors Algorithm ? k-Nearest Neighbors Algorithm ? The Error Rate ? Hands-on Exercise ? Dimensionality Reduction ? The Advantages of Dimensionality Reduction ? Principal component analysis (PCA) ? Hands-on Exercise ? Data Blending ? Decision Trees (SL) ? Decision Tree Terminology ? Decision Tree Classification in Context of Information Theory ? Information Entropy Defined ? The Shannon Entropy Formula ? The Simplified Decision Tree Algorithm ? Using Decision Trees ? Random Forests ? SVM ? Naive Bayes Classifier (SL) ? Naive Bayesian Probabilistic Model in a Nutshell ? Bayes Formula ? Classification of Documents with Naive Bayes ? Unsupervised Learning Type: Clustering ? Clustering Examples ? k-Means Clustering (UL) ? k-Means Clustering in a Nutshell ? k-Means Characteristics ? Regression Analysis ? Simple Linear Regression Model ? Linear vs Non-Linear Regression ? Linear Regression Illustration ? Major Underlying Assumptions for Regression Analysis ? Least-Squares Method (LSM) ? Locally Weighted Linear Regression ? Regression Models in Excel ? Multiple Regression Analysis ? Logistic Regression ? Regression vs Classification ? Time-Series Analysis ? Decomposing Time-Series ? Summary Lab Exercises Lab 1 - Learning the Lab Environment Lab 2 - Using Jupyter Notebook Lab 3 - Repairing and Normalizing Data Lab 4 - Computing Descriptive Statistics Lab 5 - Data Grouping and Aggregation Lab 6 - Data Visualization with matplotlib Lab 7 - Data Splitting Lab 8 - k-Nearest Neighbors Algorithm Lab 9 - The k-means Algorithm Lab 10 - The Random Forest Algorithm

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