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Overview of Barista Online Training Join our Barista Online Training course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Barista Online Training course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Barista Online Training course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! Get a Quick Look at The Course Content: This Barista Online Training Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Barista Online Training. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. 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 Barista Online Training course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Barista Online Training is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  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 You don't need any educational qualification or experience to enrol in the Barista Online Training 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 course. Career Path The certification and skills you get from this Barista Online Training Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Section 01: Introduction to Coffee Coffee Tree and Brief History of Coffee 00:15:00 Coffee Varieties 00:20:00 Coffee Growing and Harvest 00:06:00 Coffee Processing Methods 00:08:00 Coffee Grading 00:09:00 First, Second and Third Wave of Coffee 00:11:00 Coffee Defects and Sorting 00:06:00 Section 02: Espresso Machine Introduction to Espresso Machine 00:21:00 Manual, Semi-Auto and Full Auto (Volumetric) Espresso Machines 00:05:00 Working Principles of Volumetric Machines 00:02:00 Espresso Machines Boiler Types 00:05:00 Section 03: Espresso Grinder Espresso Grinder 00:10:00 Grinder Burrs 00:03:00 How to Adjust the Grinder? 00:03:00 Section 04: Introduction to Espresso & Espresso Mechanics Dosing 00:02:00 Distribution 00:02:00 Tamping and Tampers 00:13:00 Inserting the Portafilter 00:03:00 Starting the Pump 00:01:00 Flushing the Group and Cleaning the Portafilter 00:02:00 What is Naked Portafilter? Why is it used? 00:02:00 The Importance of Water 00:04:00 Section 05: Let's Wrap Up Understanding Time Concept and Practices 00:15:00 Under and Over Extraction 00:10:00 Chanelling 00:11:00 Section 06: Milk Frothing Steam Boiler and Steam Wand 00:04:00 Milk Selection 00:06:00 Milk Frothing and Heat Targets 00:17:00 Milk Splitting 00:04:00 The Difference Between Cappuccino and Latte Foam 00:05:00 Section 07: Latte Art First Half 00:05:00 Second Half 00:07:00 Maneuvers 00:04:00 Heart - Positioning and Cutting 00:01:00 Pouring Workouts 00:07:00 Section 08: Menu Espresso Variations 00:04:00 Espresso with Water 00:03:00 Espresso with Milk 00:15:00 Espresso with Ice 00:03:00 Section 09: Behind The Bar Coffee Bar Layout 00:07:00 Work Flow 00:06:00 Clothing & Apparel 00:04:00 Hygiene 00:03:00 Real Life Scenarios and Simulation 00:07:00 Espresso Machine Cleaning and Maintenance 00:11:00

With this course, you can achieve excellence in process improvement. Designed for professionals seeking to drive efficiency and quality within organisations, this course provides a deep understanding of Lean Six Sigma principles and methodologies and helps you improve your overall performance. This Course At A Glance Accredited by CPD UK Endorsed by Quality Licence Scheme Learn the fundamental aspects of lean six sigma green belt Understand what is lean six sigma green belt Get an introduction to quality and its importance Recognise the lean six sigma project selection methods Get an introduction to the project charter and learn to recognise business problems Learn sampling and data collection plan Understand how to baseline your project, analyse for finding the root cause and much more Get a better understanding of the measure phase, analyse phase, improve phase and control phase Lean Six Sigma Green Belt Certification Course Overview This lean six sigma green belt certification online course will help you kickstart your career in the field of lean six sigma. This extensive online course will also help you understand what is lean six sigma green belt and how to solve business problems systematically. You will also get an introduction to quality and its importance by taking this popular online course. This accredited lean six sigma green belt certification online course will also help you understand different phases such as the measure phase, analyse phase, improve phase and control phase By the end of the course, you will get a comprehensive understanding of the major strategies and techniques required to deal with business-related problems efficiently. Who should take this course? This comprehensive lean six sigma green belt certification 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 lean six sigma. Entry Requirements There are no academic entry requirements for this lean six sigma green belt certification course, and it is open to students of all academic backgrounds. However, you are required to have a laptop/desktop/tablet or smartphone and a good internet connection. Assessment Method This lean six sigma green belt certification course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner could grasp from each section. In the assessment pass mark is 60%. Course Curriculum Introduction to Quality and Lean and Six Sigma Introduction to Quality and it's Importance Introduction to Lean and Six Sigma Lean Six Sigma Project Selection Methods Introduction to Define Phase Project Charter How to Identify Business Problems How to Identify Stakeholders and Their Position How to Find Out The Scope of The Project Measure Phase Introduction to Measure Process Map & It's Relevance to KPIV / KPOV Data Types - Continuous and Discrete Sampling and Data Collection Plan Data Collection Plan Measurement System Analysis Attribute Gauge R&R Analysis Descriptive Statistics - Measure of Central Tendency Introduction to Variation Descriptive statistics - Measures of Variation Basic Data Diagnosis - Time Series Basic Data Diagnosis & Stratification- Run Chart , Bar & Pie Chart How to Baseline Your Project Process Capability Analysis Process Capability Indices Calculation of Z Score from Various Tables Cause and Effect Analysis Pareto Analysis for Prioritization Control Impact Analysis for Prioritizing X's 5 Why Analysis for Finding the Root Cause FMEA for Identifying the Risk & Root Causes Introduction to Analyze Phase Recap of Define and Measure Analyze Phase Learning Objectives and Deliverables Introduction & 5 Principles of Lean 8 Wastes in Lean Introduction to Value Stream Mapping How to draw a VSM - An Example Tools and Techniques to Analyze X's&Y's Tools Used for Correlation Studies Properties of Normal Distribution Introduction to Hypothesis testing Formulation of Null and Alternate Hypothesis Connection Between Hypothesis Testing and 5 Why Analysis Introduction to Type I and Type 2 Errors Introduction to P Value Hypothesis Testing of Means- Z Test Hypothesis Testing of Means - 1 Sample T Test Hypothesis Testing of Means - 2 Sample T Test Hypothesis Testing of Means - F Test & Anova Hypothesis Testing of Proportions - Chi Square Test Introduction to Regression - Simple Linear Regression Non Parametric Hypothesis Testing - Man- Whitney Test Introduction to Improve Phase Recap of Analyze phase Learning Objectives and Deliverable of Improve Phase Brainstorming Techniques Ground Rules for Solution Generation Criteria Based Matrix for Solution Priritization Pugh Matrix for Solution Prioritization Introduction to Poka Yoke Introduction to 5S Cost Benefit Analysis Implementation Plan Pilot Implementation Verification of Pilot Results Improve Roadmap Introduction to Control Phase Improve Recap Control Phase Learning Objectives and Deliverable Control Road Map and Objectives Process Control and Control Plan Introduction to Control Charts Interpreting Control Charts Control Limits and Specification Limits Types of Control Charts and Selection of Control Charts P and NP Chart U Chart IMR Chart X Bar R Chart Steps for Implementing Control Charts and Response Plan Before and After Display and Project Closure Supplementary Resources Supplementary Resources - Lean Six Sigma Green Belt Certification Assessment Assessment - Lean Six Sigma Green Belt Certification 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

Advertise your product better and improve its Marketing draw Do you feel your product is of genuine quality but isn't getting the sales it deserves? That's because advertising and marketing of the product is falling short. But you don't need to worry as this course will solve your problem. People who work in Advertising are in charge of creating marketing communication that persuades an audience to buy a product or service. These people may create advertisements for the company that employs them, prepare advertisements for a company's customers, or both. Advertising includes the people who create the advertisements as well as those who execute the design, creating the graphic, dialogue, or text for the concept the creative staff develops. A modern marketing team is built from a variety of roles from marketing managers and directors, through technical officers, analysts and more. The scope of these teams can range from market analysis and product promotion to pricing, distribution planning. There is plenty to learn in the world of advertising and marketing. And with this course it will guide you and improve your advertising and marketing ability and most of all boost your sales. Course Highlights Advertising and Marketing Diploma is an award winning and the best selling course that has been given the CPD Certification & IAO accreditation. It is the most suitable course anyone looking to work in this or relevant sector. It is considered one of the perfect courses in the UK that can help students/learners to get familiar with the topic and gain necessary skills to perform well in this field. We have packed Advertising and Marketing Diploma into 83 modules for teaching you everything you need to become successful in this profession. To provide you ease of access, this course is designed for both part-time and full-time students. You can become accredited in just 1 day, 20 hours hours and it is also possible to study at your own pace. We have experienced tutors who will help you throughout the comprehensive syllabus of this course and answer all your queries through email. For further clarification, you will be able to recognize your qualification by checking the validity from our dedicated website. Why You Should Choose Advertising and Marketing Diploma Lifetime access to the course No hidden fees or exam charges CPD Accredited certification on successful completion Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential. Who is this Course for? Advertising and Marketing Diploma is CPD certified and IAO accredited. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic backgrounds. Requirements Our Advertising and Marketing Diploma is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path You will be ready to enter the relevant job market after completing this course. You will be able to gain necessary knowledge and skills required to succeed in this sector. All our Diplomas' are CPD and IAO accredited so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume. Marketing Basics Module One - Getting Started FREE 00:30:00 Module Two - What is Marketing FREE 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 01:00:00 Module Ten - Marketing Mistakes (I) 01:00:00 Module Eleven - Marketing Mistakes (II) 01:00:00 Module Twelve - Wrapping Up 00:30:00 Advanced Marketing Diploma- Activities 00:00:00 Mastering Digital Marketing Introduction to Internet Marketing and Reputation Management FREE 00:30:00 How to Optimize Your Site for Every Stage of the Buy Cycle FREE 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? 01:00:00 WHY AFFILIATE MARKETING IS AWESOME 00:30:00 FINDING A PROFITABLE NICHE 00:30:00 CHOOSING AN AFFILIATE PRODUCT 00:30:00 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 00:30:00 PERFORMING EFFECTIVE KEYWORD RESEARCH 00:30:00 CREATING AN OPTIMIZED POST 01:00:00 POSTING TO YOUR BLOG 00:30:00 PROMOTING YOUR BLOG: AN OVERVIEW 00:30:00 PROMOTION: ARTICLE MARKETING 00:30:00 PROMOTION: SOCIAL BOOKMARKING 00:30:00 PROMOTION: BLOG COMMENTING 00:30:00 ADDITIONAL PROMOTION TIPS 00:30:00 CREATING YOUR OWN WEBSITE 00:30:00 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 Final Exam

This comprehensive course on AWS Certified Cloud Practitioner (CLF-C01) empowers you to fast-track your IT career. Gain in-depth knowledge of cloud computing, AWS services, and architectural concepts. With hands-on labs, quizzes, and real practice exams, you will confidently build cost-effective, fault-tolerant IT solutions on the AWS Cloud.

Keep your drivers informed, compliant, and confident behind the wheel. Toolbox Talks are designed to improve driver knowledge, reduce risks, and support ongoing transport compliance. Each course tackles real-world challenges with clear, practical guidance drivers can apply immediately. 📲 24/7 online access for 3 months – start anytime, on any device!

Description: Microsoft PowerPoint is one of the most abundantly used presentation program. The 2016 version has some revolutionary features that has made this program effortless to work with. Microsoft PowerPoint 2016 Beginner to Advanced will teach you all the aspects for making the best presentation. In this course, you will learn about the interface of the PowerPoint. After that, you will get accustomed on developing a PowerPoint Presentation, Performing advanced text editing, adding graphical elements to your presentation, modify objects, adding tables and charts and preparing to deliver your presentation. Advanced topics include customizing design templates and slide shows, working with media and animations, collaborating, securing and distributing a presentation. These skills will help you get most of the software. Learning Outcomes: Utilize the PowerPoint user interface, creating and saving presentations, and using help Making presentations through presentation options like selecting types, building it, layouts, text editing, viewing and navigation Discover methods for formatting characters, paragraphs, and text boxes Adding images, screenshots, screen recordings, shapes and WordArt Modifying options for objects and animation features Creating and formatting a table and integrating data from other Microsoft Office applications Create format and manipulate a chart PowerPoint environment and how to modify it according to needs Customizing user interface and setting up options Create and manage sections, modify slide masters and slide layouts, add headers and footers, modify notes master and handout master Creating and modifying SmartArt Adding audio video to presentations and customizing animations and transitions to enhance presentation Better collaboration by adding comments, reviews, storing and sharing presentations on the web Setting up and creating custom slide shows, adding hyperlink and action buttons, and recording a presentation Security and distribution of presentations through various outlets Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Microsoft PowerPoint 2016 Beginner to Advanced is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Microsoft PowerPoint 2016 Beginner to Advanced is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. PowerPoint Beginner Navigate the PowerPoint Environment 00:30:00 ACTIVITY - NAVIGATING THE POWERPOINT 2016 USER INTERFACE 00:05:00 Create and Save a PowerPoint Presentation 00:15:00 ACTIVITY - CREATING AND SAVING A POWERPOINT PRESENTATION 00:05:00 Use Help 00:15:00 ACTIVITY - USING POWERPOINT HELP 00:05:00 Select a Presentation Type 00:15:00 ACTIVITY - SELECTING A PRESENTATION TYPE 00:05:00 Build a Presentation 00:15:00 ACTIVITY - BUILDING A PRESENTATION 00:05:00 Lay Out a Presentation 00:15:00 ACTIVITY - LAYING OUT A PRESENTATION 00:05:00 Edit Text 00:15:00 ACTIVITY - EDITING TEXT 00:05:00 View and Navigate a Presentation 00:15:00 ACTIVITY - VIEWING A PRESENTATION 00:05:00 Format Characters 00:15:00 ACTIVITY - FORMATTING CHARACTERS 00:05:00 Format Paragraphs 00:30:00 ACTIVITY - FORMATTING PARAGRAPHS 00:05:00 Format Text Boxes 00:15:00 ACTIVITY - FORMATTING TEXT BOXES 00:05:00 Insert Images 00:30:00 ACTIVITY - INSERTING IMAGES 00:05:00 Insert Shapes 00:15:00 ACTIVITY - INSERTING SHAPES 00:05:00 Insert WordArt 00:15:00 ACTIVITY - INSERT WORDART 00:05:00 Edit Objects 00:30:00 ACTIVITY - EDITING OBJECTS 00:05:00 Format Objects 00:15:00 ACTIVITY - FORMATTING OBJECTS 00:05:00 Group Objects 00:15:00 ACTIVITY - GROUPING OBJECTS 00:05:00 Arrange Objects 00:15:00 ACTIVITY - ARRANGING OBJECTS 00:05:00 Animate Objects 00:15:00 ACTIVITY - ANIMATING OBJECTS 00:05:00 Create a Table 00:15:00 ACTIVITY - CREATING A TABLE 00:05:00 Format a Table 00:15:00 ACTIVITY - FORMATTING A TABLE 00:05:00 Insert a Table from Other Microsoft Office Applications 00:15:00 ACTIVITY - INSERTING A TABLE FROM MICROSOFT EXCEL 00:05:00 Create a Chart 00:15:00 ACTIVITY - CREATING A CHART 00:05:00 Format a Chart 00:15:00 ACTIVITY - FORMATTING A CHART 00:05:00 Manipulate a Chart 00:15:00 ACTIVITY - MANIPULATING A CHART 00:05:00 Insert a Chart from Microsoft Excel 00:15:00 ACTIVITY - INSERTING A CHART FROM MICROSOFT EXCEL 00:05:00 Review Your Presentation 00:30:00 ACTIVITY - REVIEWING YOUR PRESENTATION 00:05:00 Apply Transitions 00:15:00 ACTIVITY - APPLYING TRANSITIONS 00:05:00 Print Your Presentation 00:15:00 ACTIVITY - PRINTING YOUR PRESENTATION 00:05:00 Deliver Your Presentation 01:00:00 ACTIVITY - DELIVERING YOUR PRESENTATION 00:05:00 PowerPoint Intermediate Customize the User Interface 01:30:00 Set PowerPoint 2016 Options 00:45:00 Create and Manage Sections 01:00:00 Modify Slide Masters and Slide Layouts 01:15:00 Add Headers and Footers 00:30:00 Modify the Notes Master and the Handout Master 00:45:00 Create SmartArt 00:45:00 Modify SmartArt 01:00:00 Add Audio to a Presentation 00:45:00 Add Video to a Presentation 01:00:00 Customize Animations and Transitions 01:00:00 Add Comments to a Presentation 00:45:00 Store and Share Presentations on the Web 01:30:00 Annotate a Presentation 00:45:00 Set Up a Slide Show 00:45:00 Create a Custom Slide Show 00:30:00 Add Hyperlinks and Action Buttons 00:45:00 Record a Presentation 00:15:00 Secure a Presentation 01:30:00 Present a Slide Show Online 01:00:00 Create a Video or a CD 00:45:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

** Trust The 35000+ Students Who Are Learning with Us & Kick Starting Their Career! ** Deal Price is Active; Save Now- £405! Offer Ends Soon; Hurry Up!! Are you looking to improve your current abilities or make a career move? Our unique CompTIA Network+ Certification (N10-007) Course might help you get there! Expand your expertise with high-quality training - study and get an expertly designed, great-value training experience. Learn from industry professionals and quickly equip yourself with the specific knowledge and skills you need to excel in your chosen career through the online training course. This online training course is accredited by CPD with 20 CPD points for professional development. Students can expect to complete this training course in around 23 hours. You'll also get dedicated expert assistance from us to answer any queries you may have while studying our course. The course is broken down into several in-depth modules to provide you with the most convenient and rich learning experience possible. Upon successful completion of the course, you will receive an instant e-certificate as proof of comprehensive skill development and competency. Add these amazing new skills to your resume and boost your employability by simply enrolling on this course. With this comprehensive course, you can achieve your dreams and train for your ideal career. The course provides students with an in-depth learning experience that they can work through at their own pace to enhance their professional development. You'll get a Free Student ID card by enrolling in this course. This ID card entitles you to discounts on bus tickets, movie tickets, and library cards. Enrolling on the course will ensure that you land your dream career faster than you thought possible. Stand out from the crowd and train for the job you want with the program. Experts created the CompTIA Network+ Certification (N10-007) course to provide a rich and in-depth training experience for all students who enrol in it. Enrol in the course right now and you'll have immediate access to all of the course materials. Then, from any internet-enabled device, access the course materials and learn when it's convenient for you. Start your learning journey straight away with this course and take a step toward a brighter future! Why Prefer this CompTIA Network+ Certification (N10-007) Course? Opportunity to earn a certificate accredited by CPD after completing this course Student ID card with amazing discounts - completely for FREE! (£10 postal charges will be applicable for international delivery) Standards-aligned lesson planning Innovative and engaging content and activities Assessments that measure higher-level thinking and skills Complete the program in your own time, at your own pace Each of our students gets full 24/7 tutor support *** Course Curriculum *** Here is the curriculum breakdown of course: Section 01: Introduction Introduction Section 02: Network Models What is a Model? OSI vs. TCP/IP Model Walking Through OSI and TCP/IP Meet the Frame The MAC Address Broadcast vs. Unicast Introduction to IP Addressing Packets and Ports Section 03: Cabling and Topology Network Topologies Coaxial Cabling Twisted Pair Cabling Cat Ratings Fiber Optic Cabling Fire Ratings Legacy Network Connections Section 04: Ethernet Basics What is Ethernet? Ethernet Frames Early Ethernet The Daddy of Ethernet, 10BaseT Terminating Twisted Pair Hubs vs. Switches Section 05: Modern Ethernet 100BaseT Connecting Switches Gigabit Ethernet and 10-Gigabit Ethernet Transceivers Connecting Ethernet Scenarios Section 06: Installing a Physical Network Introduction to Structured Cabling Terminating Structured Cabling Equipment Room Alternative Distribution Panels Testing Cable Troubleshooting Structured Cabling, Part 1 Troubleshooting Structured Cabling, Part 2 Using a Toner and Probe Wired Connection Scenarios Section 07: TCP/IP Basics Introduction to IP Addressing and Binary Introduction to ARP Classful Addressing Subnet Masks Subnetting with CIDR More CIDR Subnetting Practice Dynamic and Static IP Addressing Rogue DHCP Servers Special IP Addresses IP Addressing Scenarios Section 08: Routing Introducing Routers Understanding Ports Network Address Translation Implementing NAT Forwarding Ports Tour of a SOHO Router SOHO vs. Enterprise Static Routes Dynamic Routing RIP OSPF BGP Section 09: TCP/IP Applications TCP and UDP ICMP and IGMP Handy Tools Introduction to Wireshark Introduction to netstat Web Servers FTP E-mail Servers and Clients Securing E-mail Telnet and SSH Network Time Protocol Network Service Scenarios Section 10: Network Naming Understanding DNS Applying DNS The Hosts File Net Command Windows Name Resolution Dynamic DNS DNS Troubleshooting Section 11: Securing TCP/IP Making TCP/IP Secure Symmetric Encryption Asymmetric Encryption Cryptographic Hashes Identification Access Control AAA Kerberos/EAP Single Sign-On Certificates and Trust Certificate Error Scenarios Section 12: Advanced Networking Devices Understanding IP Tunneling Virtual Private Networks Introduction to VLANs InterVLAN Routing Interfacing with Managed Switches Switch Port Protection Port Bonding Port Mirroring Quality of Service IDS vs. IPS Proxy Servers Load Balancing Device Placement Scenarios Section 13: IPv6 Introduction to IPv6 IPv6 Addressing IPv6 in Action IPv4 and IPv6 Tunneling Section 14: Remote Connectivity Telephony Technologies Optical Carriers Packet Switching Connecting with Dial-up Digital Subscriber Line (DSL) Connecting with Cable Modems Connecting with Satellites ISDN and BPL Remote Desktop Connectivity Advanced Remote Control Systems Section 15: Wireless Networking Introduction to 802.11 802.11 Standards Power over Ethernet (PoE) Antennas Wireless Security Standards Implementing Wireless Security Threats to Your Wireless Network Retro Threats Wi-Fi Protected Setup (WPS) Enterprise Wireless Installing a Wireless Network Wireless Scenarios More Wireless Scenarios Section 16: Virtualization and Cloud Computing Virtualization Basics Cloud Ownership Cloud Implementation Your First Virtual Machine NAS and SAN Platform as a Service (PaaS) Software as a Service (SaaS) Infrastructure as a Service (IaaS) Section 17: Mobile Networking Cellular Technologies Mobile Connectivity Deploying Mobile Devices Mobile Access Control Section 18: Building a Real-World Network Network Types Network Design Power Management Unified Communications Network Documentation Contingency Planning Predicting Hardware Failure Backups Section 19: Managing Risk What is Risk Management? Security Policies Change Management1 User Training Standard Business Documentation Mitigating Network Threats High Availability Section 20: Protecting Your Network Denial of Service Malware Social Engineering Access Control Man-in-the-Middle Introduction to Firewalls Firewalls DMZ Hardening Devices Physical Security Controls Testing Network Security Network Protection Scenarios Section 21: Network Monitoring SNMP Documenting Logs System Monitoring SIEM (Security Information and Event Management) Section 22: Network Troubleshooting Network Troubleshooting Theory Assessment Process Once you have completed all the modules in the CompTIA Network+ Certification (N10-007) course, you can assess your skills and knowledge with an optional assignment. Our expert trainers will assess your assignment and give you feedback afterwards. Show off Your New Skills with a Certificate of Completion The learners have to complete the assessment of this course to achieve the CPD accredited certificate. Digital certificates can be ordered for only £10. The learner can purchase printed hard copies inside the UK for £29, and international students can purchase printed hard copies for £39. CPD 20 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Is This CompTIA Network+ Certification (N10-007) Course Right for You? Anyone interested in learning more about this subject should take this course. This course will help you grasp the basic concepts as well as develop a thorough understanding of the subject. All are welcome to take this course. There are no prerequisites for enrolment, and you can access the course materials from any location in the world. Requirements The CompTIA Network+ Certification (N10-007) program does not require any prior knowledge; everyone may participate! This course is open to anyone interested in learning from anywhere in the world. Every student must be over the age of 16 and have a passion for learning and literacy. This 100% online course can be accessed from any internet-connected device, such as a computer, tablet, or smartphone. This course allows you to study at your speed and grow a quality skillset. Career path After completing this CompTIA Network+ Certification (N10-007) Course, you are to start your career or begin the next phase of your career in this field. Our entire course will help you to gain a position of respect and dignity over your competitors. The certificate enhances your CV and helps you find work in the field concerned.

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Overview This comprehensive course on Electrical Machines for Electrical Engineering will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Electrical Machines for Electrical Engineering comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Electrical Machines for Electrical Engineering. It is available to all students, of all academic backgrounds. Requirements Our Electrical Machines for Electrical Engineering is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 8 sections • 108 lectures • 14:20:00 total length •Module 1- Introduction to Electric Machines: 00:03:00 •Module 2- Types of Electric Machines and Principle of Electrical Generation: 00:09:00 •Module 1- Importance and Construction of DC Machines: 00:26:00 •Module 2- Armature Winding and EMF Equation: 00:40:00 •Module 3-Solved Example 1: 00:05:00 •Module 4-Solved Example 2: 00:04:00 •Module 5-Solved Example 3: 00:07:00 •Module 6-Solved Example 4: 00:06:00 •Module 7-Separately Excited DC Machine: 00:21:00 •Module 8-Shunt and Series DC Machines: 00:25:00 •Module 9-Solved Example 1 on Separately Excited DC Machine: 00:07:00 •Module 10-Solved Example 2 on Separately Excited DC Machine: 00:07:00 •Module 11-Solved Example 3 on Shunt Generator: 00:04:00 •Module 12-Solved Example 4 on Shunt Generator: 00:07:00 •Module 13-Solved Example 5 on Series DC Generator: 00:06:00 •Module 14-Types and Applications of Compound DC Motors: 00:07:00 •Module 15- Torque-Speed Characteristics and Speed Control of Separately Excited DC Motor: 00:33:00 •Module 16- Torque-Speed Characteristics of Series DC Motor: 00:08:00 •Module 17-Solved Example 1 on Speed Control: 00:08:00 •Module 18-Solved Example 2 on Speed Control: 00:06:00 •Module 19- Starting of DC Machine: 00:14:00 •Module 20- Armature Reaction in DC Machines: 00:10:00 •Module 21-Losses in DC Machines: 00:04:00 •Module 1- What is a Transformer: 00:02:00 •Module 2- Importance of Transformer: 00:04:00 •Module 3-Iron Core of Transformer: 00:04:00 •Module 4- Magnetic Circuit Inside Transformer: 00:05:00 •Module 5- Windings of Transformer: 00:03:00 •Module 6- Why are Windings Made of Copper: 00:01:00 •Module 7- Classification of Windings: 00:05:00 •Module 8- Insulating Material and Transformer Oil: 00:02:00 •Module 9- Conservator of Transformer: 00:03:00 •Module 10- Breather of Transformer: 00:04:00 •Module 11- Bushings of Transformer: 00:04:00 •Module 12- Tap Changer of Transformer: 00:03:00 •Module 13- Cooling Tubes of Transformer: 00:01:00 •Module 14- Buchholz Relay of Transformer: 00:02:00 •Module 15- Explosion Vent: 00:02:00 •Module 16- Methods of Cooling: 00:03:00 •Module 17-Types of Transformers: 00:03:00 •Module 18- Power Transformer and Distribution Transformer: 00:05:00 •Module 19- Single Phase Core Type Transformer: 00:04:00 •Module 20-Single Phase Shell Type Transformer: 00:05:00 •Module 21- 3 Phase Core Type: 00:02:00 •Module 22- 3 Phase Shell Type: 00:01:00 •Module 23- Comparison between Shell and Core CSA: 00:01:00 •Module 24- Comparison between Shell and Core Type: 00:01:00 •Module 25- Notes: 00:03:00 •Module 26-Video Explaining The Components in 3D and Real Life: 00:05:00 •Module 1- Introduction to Magnetic Circuits: 00:02:00 •Module 2- Induced Emf and Current: 00:04:00 •Module 3- Ampere Right Hand Rule: 00:04:00 •Module 4- Magnetic Circuit and Important Definitions: 00:06:00 •Module 5- Linear and Non Linear Materials: 00:03:00 •Module 6-Flux Linkage and Reluctance: 00:04:00 •Module 7- Analogy between Electric and Magnetic Circuits: 00:06:00 •Module 8- Fringing Effect: 00:02:00 •Module 9- Example 1 Magnetic Circuits: 00:07:00 •Module 10- Example 2: 00:03:00 •Module 11- Example 3: 00:06:00 •Module 12- Application on Magnetic Circuit - Transformers: 00:04:00 •Module 1- Introduction to Transformers: 00:02:00 •Module 2- Construction of Transformer: 00:02:00 •Module 3-Theory of Operation: 00:04:00 •Module 4- Ideal Transformer: 00:05:00 •Module 5-Non Ideal Transformer: 00:02:00 •Module 6- Effect of Loading on Transformer: 00:03:00 •Module 7- Transformer Regulation: 00:03:00 •Module 8- Transformer Losses: 00:03:00 •Module 9- Transformer Efficiency: 00:05:00 •Module 10- Transformer Rating: 00:02:00 •Module 11- Question 1: 00:01:00 •Module 12- Question 2: 00:02:00 •Module 13- Question 3: 00:01:00 •Module 14- Example 1: 00:01:00 •Module 15- Voltage Relation of Transformer: 00:04:00 •Module 16- Transformer Exact Equivalent Circuit: 00:06:00 •Module 17- Concept of Refereeing: 00:04:00 •Module 18- Approximate Equivalent Circuit: 00:02:00 •Module 1- Construction and Principle of Operation of Synchronous Generator: 00:29:00 •Module 2- Principle of Operation of Synchronous Motor: 00:24:00 •Module 3- Equivalent Circuit and Phasor Diagram of Non Salient Synchronous Machine: 00:29:00 •Module 4-Solved Example 1 on Non Salient Machine: 00:05:00 •Module 5-Solved Example 2 on Non Salient Machine: 00:11:00 •Module 6-Solved Example 3 on Non Salient Machine: 00:07:00 •Module 7- Solved Example 4 on Non Salient Machine: 00:04:00 •Module 8-Solved Example 5 on Non Salient Machine: 00:07:00 •Module 9-Solved Example 6 on Non Salient Machine: 00:03:00 •Module 10- Equivalent Circuit and Phasor Diagram of Salient Synchronous Machine: 00:39:00 •Module 11-Solved Example 1 on Salient Machine: 00:09:00 •Module 12- Solved Example 2 on Salient Machine: 00:05:00 •Module 13-Solved Example 3 on Salient Machine: 00:10:00 •Module 14- Parallel Operation of Two Generators: 00:17:00 •Module 15- Synchronization of Machine with Grid: 00:10:00 •Module 1- Construction and Theory of Operation of Induction Machines: 00:27:00 •Module 2- Equivalent Circuit and Power Flow in Induction Motor: 00:23:00 •Module 3- Torque-Speed Characteristics of Induction Motor: 00:20:00 •Module 4- Solved Example 1 on Induction Motor: 00:08:00 •Module 5-Solved Example 2 on Induction Motor: 00:06:00 •Module 6-Solved Example 3 on Induction Motor: 00:06:00 •Module 7-Solved Example 4 on Induction Motor: 00:18:00 •Module 8-Solved Example 5 on Induction Motor: 00:13:00 •Module 9- Methods of Speed Control of Induction Motor: 00:27:00 •Module 10- Methods of Starting of Induction Motor: 00:21:00 •Module 11-Solved Example on Motor Starter: 00:15:00 •Module 12- Principle of Operation of Doubly Fed Induction Generator: 00:11:00 •Module 13-Self Excited Induction Generator: 00:08:00 •Assignment - Electrical Machines for Electrical Engineering: 00:00:00

Overview In this age of technology, data science and machine learning skills have become highly demanding skill sets. In the UK a skilled data scientist can earn around £62,000 per year. If you are aspiring for a career in the IT industry, secure these skills before you start your journey. The Complete Machine Learning & Data Science Bootcamp 2023 course can help you out. This course will introduce you to the essentials of Python. From the highly informative modules, you will learn about NumPy, Pandas and matplotlib. The course will help you grasp the skills required for using python for data analysis and visualisation. After that, you will receive step-by-step guidance on Python for machine learning. The course will then focus on the concepts of Natural Language Processing.  Upon successful completion of the course, you will receive a certificate of achievement. This certificate will help you elevate your resume. So enrol today! How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? Anyone with an interest in learning about data science can enrol in this course. It will help aspiring professionals develop the basic skills to build a promising career. Professionals already working in this can take the course to improve their skill sets. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush.   Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst Course Curriculum 18 sections • 98 lectures • 23:48:00 total length •Welcome & Course Overview6: 00:07:00 •Set-up the Environment for the Course (lecture 1): 00:09:00 •Set-up the Environment for the Course (lecture 2): 00:25:00 •Two other options to setup environment: 00:04:00 •Python data types Part 1: 00:21:00 •Python Data Types Part 2: 00:15:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1): 00:16:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2): 00:20:00 •Python Essentials Exercises Overview: 00:02:00 •Python Essentials Exercises Solutions: 00:22:00 •What is Numpy? A brief introduction and installation instructions.: 00:03:00 •NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes.: 00:28:00 •NumPy Essentials - Indexing, slicing, broadcasting & boolean masking: 00:26:00 •NumPy Essentials - Arithmetic Operations & Universal Functions: 00:07:00 •NumPy Essentials Exercises Overview: 00:02:00 •NumPy Essentials Exercises Solutions: 00:25:00 •What is pandas? A brief introduction and installation instructions.: 00:02:00 •Pandas Introduction: 00:02:00 •Pandas Essentials - Pandas Data Structures - Series: 00:20:00 •Pandas Essentials - Pandas Data Structures - DataFrame: 00:30:00 •Pandas Essentials - Handling Missing Data: 00:12:00 •Pandas Essentials - Data Wrangling - Combining, merging, joining: 00:20:00 •Pandas Essentials - Groupby: 00:10:00 •Pandas Essentials - Useful Methods and Operations: 00:26:00 •Pandas Essentials - Project 1 (Overview) Customer Purchases Data: 00:08:00 •Pandas Essentials - Project 1 (Solutions) Customer Purchases Data: 00:31:00 •Pandas Essentials - Project 2 (Overview) Chicago Payroll Data: 00:04:00 •Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data: 00:18:00 •Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach: 00:13:00 •Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials - Exercises Overview: 00:06:00 •Matplotlib Essentials - Exercises Solutions: 00:21:00 •Seaborn - Introduction & Installation: 00:04:00 •Seaborn - Distribution Plots: 00:25:00 •Seaborn - Categorical Plots (Part 1): 00:21:00 •Seaborn - Categorical Plots (Part 2): 00:16:00 •Seborn-Axis Grids: 00:25:00 •Seaborn - Matrix Plots: 00:13:00 •Seaborn - Regression Plots: 00:11:00 •Seaborn - Controlling Figure Aesthetics: 00:10:00 •Seaborn - Exercises Overview: 00:04:00 •Seaborn - Exercise Solutions: 00:19:00 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1): 00:19:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2): 00:14:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview): 00:11:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions): 00:17:00 •Project 1 - Oil vs Banks Stock Price during recession (Overview): 00:15:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3): 00:17:00 •Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview): 00:03:00 •Introduction to ML - What, Why and Types..: 00:15:00 •Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff: 00:15:00 •scikit-learn - Linear Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Linear Regression Model Hands-on (Part 2): 00:19:00 •Good to know! How to save and load your trained Machine Learning Model!: 00:01:00 •scikit-learn - Linear Regression Model (Insurance Data Project Overview): 00:08:00 •scikit-learn - Linear Regression Model (Insurance Data Project Solutions): 00:30:00 •Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc.: 00:10:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 2): 00:20:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 3): 00:11:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Overview): 00:05:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Solutions): 00:15:00 •Theory: K Nearest Neighbors, Curse of dimensionality .: 00:08:00 •scikit-learn - K Nearest Neighbors - Hands-on: 00:25:00 •scikt-learn - K Nearest Neighbors (Project Overview): 00:04:00 •scikit-learn - K Nearest Neighbors (Project Solutions): 00:14:00 •Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging.: 00:18:00 •scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1): 00:19:00 •scikit-learn - Decision Tree and Random Forests (Project Overview): 00:05:00 •scikit-learn - Decision Tree and Random Forests (Project Solutions): 00:15:00 •Support Vector Machines (SVMs) - (Theory Lecture): 00:07:00 •scikit-learn - Support Vector Machines - Hands-on (SVMs): 00:30:00 •scikit-learn - Support Vector Machines (Project 1 Overview): 00:07:00 •scikit-learn - Support Vector Machines (Project 1 Solutions): 00:20:00 •scikit-learn - Support Vector Machines (Optional Project 2 - Overview): 00:02:00 •Theory: K Means Clustering, Elbow method.: 00:11:00 •scikit-learn - K Means Clustering - Hands-on: 00:23:00 •scikit-learn - K Means Clustering (Project Overview): 00:07:00 •scikit-learn - K Means Clustering (Project Solutions): 00:22:00 •Theory: Principal Component Analysis (PCA): 00:09:00 •scikit-learn - Principal Component Analysis (PCA) - Hands-on: 00:22:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Overview): 00:02:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Solutions): 00:17:00 •Theory: Recommender Systems their Types and Importance: 00:06:00 •Python for Recommender Systems - Hands-on (Part 1): 00:18:00 •Python for Recommender Systems - - Hands-on (Part 2): 00:19:00 •Natural Language Processing (NLP) - (Theory Lecture): 00:13:00 •NLTK - NLP-Challenges, Data Sources, Data Processing ..: 00:13:00 •NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing: 00:19:00 •NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW.: 00:19:00 •NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes : 00:13:00 •NLTK - NLP - Pipeline feature to assemble several steps for cross-validation: 00:09:00