685 PIP courses delivered Online

Overview Start a journey of discovery with our 'Level 3 Diploma in Domestic Plumbing Standards and Practice.' This course, meticulously designed for aspirants passionate about plumbing, equips you with comprehensive knowledge of UK plumbing standards. Spanning eight modules, it covers the essentials of effective plumbing systems, from basic components to advanced hot and cold water systems, ensuring a thorough grounding in the field. A perfect blend of theoretical knowledge and industry insights, this course is a gateway to mastering domestic plumbing. Learning Outcomes: Understand the principles of effective plumbing systems and their importance in building construction. Gain knowledge of different plumbing systems used in domestic settings and their functions. Identify and describe the basic components involved in plumbing installations. Comply with UK standards and regulations related to plumbing practices and safety. Acquire proficiency in using various plumbing tools for installation and repair work. Learn the design and installation of domestic cold water systems for efficient water distribution. Understand central heating systems and their components, including boilers, radiators, and pipework. Gain knowledge of hot water systems, including storage tanks, immersion heaters, and taps/faucets. Develop problem-solving skills for diagnosing and rectifying common plumbing issues. Implement best practices in plumbing to ensure the safety, reliability, and efficiency of plumbing systems. Why buy this Level 3 Diploma in Domestic Plumbing Standards and Practice Course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Certification After studying the course materials of the Level 3 Diploma in Domestic Plumbing Standards and Practice you will be able to take the MCQ test that will assess your knowledge. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this Level 3 Diploma in Domestic Plumbing Standards and Practice course for? Individuals aspiring to become professional plumbers. Tradespeople aiming to expand their skills in domestic plumbing. Homeowners interested in DIY plumbing maintenance. Career switchers seeking a new trade in a practical field. Vocational students looking for a comprehensive plumbing diploma. Prerequisites This Level 3 Diploma in Domestic Plumbing Standards and Practice was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path Domestic Plumber: £25,000 - £35,000 Per Annum Plumbing Technician: £27,000 - £40,000 Per Annum Maintenance Plumber: £24,000 - £32,000 Per Annum Heating Engineer: £26,000 - £37,000 Per Annum Plumbing Supervisor: £30,000 - £45,000 Per Annum Plumbing Consultant: £35,000 - £50,000 Per Annum Course Curriculum Module 1: Principles of Effective Plumbing Systems Principles of Effective Plumbing Systems 00:30:00 Module 2: Plumbing System Know Your Plumbing System 00:20:00 Module 3: Know the Basic Components Know the Basic Components 00:30:00 Module 4: UK Standards for Plumbing Know the UK Standards for Plumbing 01:00:00 Module 5: Plumbing Tools Know the Plumbing Tools 00:30:00 Module 6: Domestic Cold Water System Understand Domestic Cold Water System 01:00:00 Module 7: Central Heating Systems Central Heating Systems 00:30:00 Module 8: Hot Water System Hot Water System 00:45:00 Mock Exam Mock Exam - Level 3 Diploma in Domestic Plumbing Standards and Practice 00:20:00 Final Exam Final Exam - Level 3 Diploma in Domestic Plumbing Standards and Practice 00:20:00

A Baking & Cake Decorating Diploma Course is increasingly vital in today's culinary landscape, blending the artistry of cake decorating with the science of baking. With modules covering essential skills like the basic concepts of baking, the types of cakes, frosting, icing, and advanced techniques like piping and writing, this Baking & Cake Decorating course equips learners with comprehensive expertise. Understanding the importance of health, safety, and food hygiene ensures professionals meet industry standards. This skill set is highly sought after in the UK, offering job opportunities in bakeries, restaurants, and as independent cake decorators. The average salary for a skilled cake decorator in the UK ranges from £18,000 to £25,000 per year, with experienced professionals earning more. The baking and cake decorating sector is growing steadily, with market research indicating an annual growth rate of around 3-5%. The Baking & Cake Decorating Diploma Course not only fosters creativity but also meets the rising demand for personalized, aesthetically pleasing baked goods. Learning these skills enhances employability and opens avenues for entrepreneurial ventures in a flourishing industry. Key Features This Baking & Cake Decorating Course Includes: CPD Certified Baking & Cake Decorating Course Free Certificate from Reed CIQ Approved Baking & Cake Decorating Course Developed by Specialist Lifetime Access Course Curriculum Baking & Cake Decorating Course Module 01: Basic Concepts Of Baking Module 02: Basic Ingredients Of Baking Module 03: Glossary And Equipment Used In Baking Module 04: Types Of Cakes Module 05: Baking The Cake Module 06: Baking Principles Module 07: Cake Decorating Recipes Module 08: Cake Decorating Ideas Module 09: Frosting And Icing Module 10: Working With Different Pastes Module 11: Working With Glazes Module 12: How To Stack A Cake Module 13: Piping And Writing Module 14: Health, Safety And Food Hygiene Module 15: Troubleshooting Module 16: Cake Decorating Business Learning Outcomes: Master basic baking concepts and ingredients for diverse recipes. Utilize glossary and equipment proficiently in baking environments. Identify various cake types and implement appropriate baking techniques. Demonstrate proficiency in cake decorating recipes and innovative ideas. Apply frosting, icing, and different pastes for cake embellishment. Implement health, safety, and food hygiene standards in cake preparation. CPD 10 CPD hours / points Accredited by CPD Quality Standards Baking & Cake Decorating Diploma 3:56:42 1: Module 01: Basic Concepts Of Baking Preview 10:50 2: Module 02: Basic Ingredients Of Baking 18:07 3: Module 03: Glossary And Equipment Used In Baking 22:41 4: Module 04: Types Of Cakes 09:45 5: Module 05: Baking The Cake 13:17 6: Module 06: Baking Principles 18:08 7: Module 07: Cake Decorating Recipes 15:24 8: Module 08: Cake Decorating Ideas 11:39 9: Module 09: Frosting And Icing 14:20 10: Module 10: Working With Different Pastes 13:25 11: Module 11: Working With Glazes 17:32 12: Module 12: How To Stack A Cake 13:28 13: Module 13: Piping And Writing 15:54 14: Module 14: Health, Safety And Food Hygiene 13:52 15: Module 15: Troubleshooting 14:34 16: Module 16: Cake Decorating Business 11:46 17: CPD Certificate - Free 01:00 18: Leave A Review 01:00 Who is this course for? This Baking & Cake Decorating Diploma course is accessible to anyone eager to learn more about this topic. Through this course, you'll gain a solid understanding of Baking & Cake Decorating Diploma. Moreover, this course is ideal for: Baking enthusiasts eager to enhance skills in cake creation. Aspiring pastry chefs seeking comprehensive baking and decorating knowledge. Individuals interested in starting a cake decorating business venture. Home bakers aiming to elevate their cake decorating techniques. Culinary students desiring specialized training in baking and cake decoration. Requirements There are no requirements needed to enrol into this Baking & Cake Decorating Diploma course. We welcome individuals from all backgrounds and levels of experience to enrol into this Baking & Cake Decorating Diploma course. Career path After finishing this Baking & Cake Decorating Diploma course you will have multiple job opportunities waiting for you. Some of the following Job sectors of Baking & Cake Decorating Diploma are: Bakery Assistant - £18K to £24K/year. Cake Decorator - £20K to £28K/year. Pastry Chef - £22K to £30K/year. Bakery Owner - £25K to £45K/year. Food Stylist - £25K to £35K/year. Certificates Digital certificate Digital certificate - Included Reed Courses Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Heating, Ventilation & Air Conditioning (HVAC) Technicians play a pivotal role in maintaining indoor air quality and ensuring optimal comfort levels in various settings, making them indispensable in the modern world. With a growing emphasis on energy efficiency and environmental sustainability, the demand for skilled Heating, Ventilation & Air Conditioning (HVAC) technicians continues to rise. Job opportunities for Heating, Ventilation & Air Conditioning (HVAC) technicians in the UK are abundant, driven by a surge in construction projects, residential developments, and commercial ventures. According to recent data, the average salary for HVAC technicians in the UK ranges from £25,000 to £35,000 per year, Despite economic fluctuations, the Heating, Ventilation & Air Conditioning (HVAC) sector in the UK remains resilient, with sustained growth projected in response to evolving regulations and consumer preferences. The increasing focus on indoor air quality, energy efficiency standards, and climate control measures ensures a steady demand for skilled Heating, Ventilation & Air Conditioning (HVAC) technicians. Key Features: This Heating, Ventilation & Air Conditioning (HVAC) Technician Course Includes: This HVAC Technician Course is CPD Certified Free Certificate from Reed CIQ Approved HVAC Technician Course Developed by Specialist Lifetime Access Course Curriculum Heating, Ventilation & Air Conditioning (HVAC) Technician: Module 01: Fundamentals of Heating, Ventilation & Air Conditioning (HVAC) Module 02: Principles of Heating and Psychrometrics Module 03: HVAC System Varieties Module 04: Heating and Ventilation Techniques Module 05: Air Conditioning Systems for HVAC Professionals Module 06: Compressors, Water Chillers, and Fan Operations Module 07: Piping for HVAC Specialists Module 08: Duct System Design in HVAC Module 09: Refrigeration Principles and Refrigerants Module 10: Specialised Applications in HVAC Module 11: HVAC System Selection Criteria Module 12: Safety Protocols in the HVAC Industry Learning Outcomes: Demonstrate understanding of Heating, Ventilation & Air Conditioning (HVAC) fundamentals for practical system applications. Apply principles of heating and psychrometrics in Heating, Ventilation & Air Conditioning (HVAC) system configurations. Identify and differentiate various Heating, Ventilation & Air Conditioning (HVAC) system types and their functionalities. Implement heating and ventilation techniques for efficient environmental control systems. Analyse air conditioning systems, compressors, water chillers, and fan operations. Design duct systems and piping, adhering to safety and industry protocols. Certification After completing this Heating, Ventilation & Air Conditioning (HVAC) Technician course, you will get a free Certificate. Please note: The CPD approved course is owned by E-Learning Solutions Ltd and is distributed under license. CPD 10 CPD hours / points Accredited by The CPD Certification Service Heating, Ventilation & Air Conditioning (HVAC) Technician- CPD Certified 2:52:52 1: Module 01: Fundamentals of Heating, Ventilation & Air Conditioning (HVAC) 09:46 2: Module 02: Principles of Heating and Psychrometrics 19:17 3: Module 03: HVAC System Varieties 09:14 4: Module 04: Heating and Ventilation Techniques 14:32 5: Module 05: Air Conditioning Systems for HVAC Professionals 14:14 6: Module 06: Compressors, Water Chillers, and Fan Operations 16:33 7: Module 07: Piping for HVAC Specialists 13:28 8: Module 08: Duct System Design in HVAC 16:41 9: Module 09: Refrigeration Principles and Refrigerants 11:57 10: Module 10: Specialised Applications in HVAC 16:25 11: Module 11: HVAC System Selection Criteria 10:55 12: Module 12: Safety Protocols in the HVAC Industry 17:50 13: CPD Certificate - Free 01:00 14: Leave A Review 01:00 Who is this course for? This Heating, Ventilation & Air Conditioning (HVAC) Technician course is accessible to anyone eager to learn more about this topic. Through this course, you'll gain a solid understanding of Heating, Ventilation & Air Conditioning (HVAC). Moreover, this course is ideal for: Individuals aspiring to Heating, Ventilation & Air Conditioning (HVAC) technician roles. Maintenance personnel seeking Heating, Ventilation & Air Conditioning (HVAC) system knowledge. Engineers interested in expanding Heating, Ventilation & Air Conditioning (HVAC) design expertise. Building management professionals enhancing Heating, Ventilation & Air Conditioning (HVAC) operation understanding. Construction industry workers pursuing Heating, Ventilation & Air Conditioning (HVAC) system specialisation. Requirements There are no requirements needed to enrol into this Heating, Ventilation & Air Conditioning (HVAC) Techniciancourse. We welcome individuals from all backgrounds and levels of experience to enrol into this Heating, Ventilation & Air Conditioning (HVAC) Technician course. Career path After finishing the Heating, Ventilation & Air Conditioning course there will be multiple job opportunities for you. Some of the Job sectors of Heating, Ventilation & Air Conditioning (HVAC) are: HVAC Technician - £25K to 35K/year HVAC Engineer - £30K to 45K/year Refrigeration Specialist - £28K to 40K/year HVAC System Designer - £35K to 50K/year Air Conditioning Technician - £22K to 32K/year Certificates Digital certificate Digital certificate - Included Reed Courses Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Heating, Ventilation & Air Conditioning (HVAC) Technicians play a pivotal role in maintaining indoor air quality and ensuring optimal comfort levels in various settings, making them indispensable in the modern world. With a growing emphasis on energy efficiency and environmental sustainability, the demand for skilled Heating, Ventilation & Air Conditioning (HVAC) technicians continues to rise. Job opportunities for Heating, Ventilation & Air Conditioning (HVAC) technicians in the UK are abundant, driven by a surge in construction projects, residential developments, and commercial ventures. According to recent data, the average salary for HVAC technicians in the UK ranges from £25,000 to £35,000 per year, Despite economic fluctuations, the Heating, Ventilation & Air Conditioning (HVAC) sector in the UK remains resilient, with sustained growth projected in response to evolving regulations and consumer preferences. The increasing focus on indoor air quality, energy efficiency standards, and climate control measures ensures a steady demand for skilled Heating, Ventilation & Air Conditioning (HVAC) technicians. Key Features: This Heating, Ventilation & Air Conditioning (HVAC) Technician Course Includes: This HVAC Technician Course is CPD Certified Free Certificate from Reed CIQ Approved HVAC Technician Course Developed by Specialist Lifetime Access Course Curriculum Heating, Ventilation & Air Conditioning (HVAC) Technician: Module 01: Fundamentals of Heating, Ventilation & Air Conditioning (HVAC) Module 02: Principles of Heating and Psychrometrics Module 03: HVAC System Varieties Module 04: Heating and Ventilation Techniques Module 05: Air Conditioning Systems for HVAC Professionals Module 06: Compressors, Water Chillers, and Fan Operations Module 07: Piping for HVAC Specialists Module 08: Duct System Design in HVAC Module 09: Refrigeration Principles and Refrigerants Module 10: Specialised Applications in HVAC Module 11: HVAC System Selection Criteria Module 12: Safety Protocols in the HVAC Industry Learning Outcomes: Demonstrate understanding of Heating, Ventilation & Air Conditioning (HVAC) fundamentals for practical system applications. Apply principles of heating and psychrometrics in Heating, Ventilation & Air Conditioning (HVAC) system configurations. Identify and differentiate various Heating, Ventilation & Air Conditioning (HVAC) system types and their functionalities. Implement heating and ventilation techniques for efficient environmental control systems. Analyse air conditioning systems, compressors, water chillers, and fan operations. Design duct systems and piping, adhering to safety and industry protocols. Certification After completing this Heating, Ventilation & Air Conditioning (HVAC) Technician course, you will get a free Certificate. Please note: The CPD approved course is owned by E-Learning Solutions Ltd and is distributed under license. CPD 10 CPD hours / points Accredited by The CPD Certification Service Heating, Ventilation & Air Conditioning (HVAC) Technician- CPD Certified 2:52:52 1: Module 01: Fundamentals of Heating, Ventilation & Air Conditioning (HVAC) 09:46 2: Module 02: Principles of Heating and Psychrometrics 19:17 3: Module 03: HVAC System Varieties 09:14 4: Module 04: Heating and Ventilation Techniques 14:32 5: Module 05: Air Conditioning Systems for HVAC Professionals 14:14 6: Module 06: Compressors, Water Chillers, and Fan Operations 16:33 7: Module 07: Piping for HVAC Specialists 13:28 8: Module 08: Duct System Design in HVAC 16:41 9: Module 09: Refrigeration Principles and Refrigerants 11:57 10: Module 10: Specialised Applications in HVAC 16:25 11: Module 11: HVAC System Selection Criteria 10:55 12: Module 12: Safety Protocols in the HVAC Industry 17:50 13: CPD Certificate - Free 01:00 14: Leave A Review 01:00 Who is this course for? This Heating, Ventilation & Air Conditioning (HVAC) Technician course is accessible to anyone eager to learn more about this topic. Through this course, you'll gain a solid understanding of Heating, Ventilation & Air Conditioning (HVAC). Moreover, this course is ideal for: Individuals aspiring to Heating, Ventilation & Air Conditioning (HVAC) technician roles. Maintenance personnel seeking Heating, Ventilation & Air Conditioning (HVAC) system knowledge. Engineers interested in expanding Heating, Ventilation & Air Conditioning (HVAC) design expertise. Building management professionals enhancing Heating, Ventilation & Air Conditioning (HVAC) operation understanding. Construction industry workers pursuing Heating, Ventilation & Air Conditioning (HVAC) system specialisation. Requirements There are no requirements needed to enrol into this Heating, Ventilation & Air Conditioning (HVAC) Techniciancourse. We welcome individuals from all backgrounds and levels of experience to enrol into this Heating, Ventilation & Air Conditioning (HVAC) Technician course. Career path After finishing the Heating, Ventilation & Air Conditioning course there will be multiple job opportunities for you. Some of the Job sectors of Heating, Ventilation & Air Conditioning (HVAC) are: HVAC Technician - £25K to 35K/year HVAC Engineer - £30K to 45K/year Refrigeration Specialist - £28K to 40K/year HVAC System Designer - £35K to 50K/year Air Conditioning Technician - £22K to 32K/year Certificates Digital certificate Digital certificate - Included Reed Courses Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

The Handyman Certification Course Online provides comprehensive training in various handyman skills, enabling participants to become proficient in a wide range of household tasks and basic maintenance. From basic tools and equipment usage to electrical work, plumbing skills, carpentry, painting, and more, this course equips learners with the knowledge and expertise to handle a variety of home improvement and repair projects. Learning Outcomes: Acquire a foundational understanding of the handyman profession and the roles and responsibilities it entails. Identify and utilize various basic tools and equipment required for performing common household tasks and maintenance. Gain proficiency in electrical work, including wiring, circuit installation, and troubleshooting common electrical issues. Develop essential plumbing skills, such as pipe installation, repair, and dealing with common plumbing problems. Learn about appliance maintenance, repair, and troubleshooting techniques for common household appliances. Master general carpentry skills, including measuring, cutting, and assembling various materials for repair and construction projects. Acquire basic maintenance skills for maintaining household systems and equipment in optimal condition. Understand techniques for working with walls and floors, including patching, plastering, and fixing common wall and floor issues. Learn painting and decorating skills, including surface preparation, painting techniques, and applying decorative finishes. Develop proficiency in drilling, tiling, and welding for various repair and renovation tasks. Explore construction project management, including planning, budgeting, and executing small-scale construction projects. Understand the importance of health and safety at work, adhering to safety regulations and practices while performing handyman tasks. Gain insights into starting and managing one's own handyman business, including marketing, customer relations, and financial aspects. Why buy this Caretaker / Handyman Certification Course Online? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Caretaker / Handyman Certification Course Online there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Caretaker / Handyman Certification Course Online course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Caretaker / Handyman Certification Course Online does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Caretaker / Handyman Certification Course Online was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Caretaker / Handyman Certification Course Online is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Module 01: Introduction to Handyman Introduction to Handyman 00:22:00 Module 02: Basic Tools and Equipment Basic Tools and Equipment 00:22:00 Module 03: Electrical Work Electrical Work 00:23:00 Module 04: Plumbing Skills Plumbing Skills 00:19:00 Module 05: Appliances Appliances 00:18:00 Module 06: General Carpentry General Carpentry 00:26:00 Module 07: Basic Maintenance Skills Basic Maintenance Skills 00:14:00 Module 08: Walls and Floors Walls and Floors 00:19:00 Module 09: Painting and Decorating Painting and Decorating 00:17:00 Module 10: Drilling, Tiling and Welding Drilling, Tiling and Welding 00:22:00 Module 11: Construction Projects Construction Projects 00:16:00 Module 12: Health and Safety at Work Health and Safety at Work 00:27:00 Module 13: Starting Own Business for Handyperson Starting Own Business for Handyman 00:27:00 Assignment Assignment - Handyman Certification Course Online 00:00:00

Dive into the dynamic realm of WebGL 2D/3D Programming and Graphics Rendering through this comprehensive course. Explore various sections, from foundational concepts to advanced techniques in drawing objects, applying colors and textures, transforming objects, camera movement, lighting, and shading. Participants will develop the skills to create captivating and immersive graphics using WebGL technology. Learning Outcomes: Grasp the fundamentals of WebGL programming and graphics rendering. Create and manipulate objects using WebGL for both 2D and 3D environments. Apply colors and textures to enhance the visual quality of graphics. Implement object movement and transformation techniques. Understand camera manipulation and movement for dynamic views. Master lighting and shading techniques for realistic visual effects. Apply learned concepts to real-world graphics rendering projects. Develop proficiency in WebGL programming for interactive graphics applications. Why buy this WebGL 2D/3D Programming and Graphics Rendering?  Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the WebGL 2D/3D Programming and Graphics Rendering you will be able to take the MCQ test that will assess your knowledge. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This WebGL 2D/3D Programming and Graphics Rendering course is ideal for Programmers and developers interested in graphics programming using WebGL. Computer graphics enthusiasts seeking to expand their knowledge and skills. Students pursuing degrees in computer science or related fields. Designers looking to integrate interactive and visually appealing graphics into their projects. Prerequisites This WebGL 2D/3D Programming and Graphics Rendering was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path Junior Web Developer: £20,000 - £30,000 WebGL Developer: £30,000 - £45,000 Graphics Programmer: £35,000 - £50,000 Senior Software Engineer (Graphics): £45,000 - £70,000 Technical Lead (Graphics Programming): £60,000 - £90,000. Course Curriculum Section 01: Introduction WebGL vs OpenGL vs OpenGL ES 00:05:00 Setup Server (Mac, Windows and Linux) 00:05:00 Setup WebGL Project 00:08:00 Section 02: Drawing Objects WebGL Rendering Pipeline 00:04:00 Drawing A Point 00:22:00 Normalised Coordinates vs Device Coordinates 00:10:00 Drawing A Simple Triangle 00:06:00 Drawing A Line Using gl.LINES 00:03:00 Drawing A Line Using gl.LINE_STRIP & gl.LINE_LOOP 00:03:00 Drawing A Triangle With Lines Using gl.TRIANGLE_STRIP & gl.TRIANGLE_FAN 00:03:00 Drawing A Quad 00:07:00 Drawing A 3D Cube 00:24:00 Setup Three.js 00:06:00 Loading & Drawing A Model Using Three.js 00:16:00 Section 03: Colours and Textures Applying Color To Shapes 00:09:00 One Color Per Triangle 00:15:00 One Color Per Vertex Using Interpolation 00:02:00 Applying A Texture To Shapes 00:23:00 Texture Coordinates 00:08:00 Section 04: Moving & Transforming Objects Moving Objects Using Translation 00:06:00 Left Handed vs Right Handed Coordinate System 00:06:00 Sizing Objects Using Scaling 00:06:00 Combining Transformations 00:07:00 Section 05: Movement & Camera Mouse Input 00:11:00 Keyboard Input 00:09:00 Fixing Rotation and Adding Individual Rotation 00:08:00 Section 06: Lighting & Shading Ambient Lighting 00:13:00 Section 07 Resource Resource 00:00:00 Assignment Assignment - WebGL 2D/3D Programming and Graphics Rendering 00:00:00

The 'Linux Basics' course provides a comprehensive introduction to Linux operating systems and basic administration. It covers essential concepts and commands for beginners and advances to more complex administrative tasks, enabling learners to develop proficiency in working with Linux environments. Learning Outcomes: Understand the fundamentals of Linux operating systems and their importance in the tech industry. Navigate and work with Linux command-line interfaces, files, and directories. Perform basic Linux administration tasks such as user management, file permissions, and process management. Configure network settings and services in Linux environments. Learn advanced Linux administration skills, including system backups, package management, and troubleshooting. Implement security measures to protect Linux systems from unauthorized access. Explore advanced Linux concepts such as shell scripting and kernel management. Gain practical experience in setting up and managing Linux servers. Use Linux efficiently for personal and professional projects. Prepare for more specialized Linux certifications or advanced courses. Why buy this Linux Basics? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Linux Basics there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Linux Basics does not require you to have any prior qualifications or experience. You can just enrol and start learning. Prerequisites This Linux Basics was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Linux Basics is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Section 1: Introduction Unit 1: Introduction 00:02:00 Unit 2: Course Overview 00:03:00 Section 2: Basic Linux Administration Unit 1: What is Linux 00:03:00 Unit 2: What is Virtual Box 00:02:00 Unit 3: Oracle Virtual Box Installation 00:04:00 Unit 4: Creating Virtual Machine 00:05:00 Unit 5: Linux Distributions 00:03:00 Unit 6: Linux CentOS7 Installation (Recommended) 00:25:00 Unit 7: Linux CentOS8 Installation (Optional) 00:25:00 Unit 8: Download and Install Putty 00:03:00 Unit 9: Connect Linux VM through Putty 00:05:00 Unit 10: Changing Password 00:05:00 Unit 11: Introduction to File System 00:05:00 Unit 12: File System Navigation Commands 00:10:00 Unit 13: Directory Listing Overview 00:03:00 Unit 14: Creating Files & Directories 00:09:00 Unit 15: Pipes 00:05:00 Unit 16: File & Directory Permissions 00:13:00 Unit 17: File Ownership Commands 00:12:00 Unit 18: Adding Text to Files 00:13:00 Unit 19: Help Commands 00:05:00 Section 3: Advance Linux Administration Unit 1: File Maintenance Commands 00:12:00 Unit 2: File Display Commands 00:08:00 Unit 3: Filters / Text Processing Commands 00:13:00 Unit 4: Finding System Information 00:05:00 Unit 5: Linux File Editor 00:15:00 Unit 6: User Account Management 00:15:00 Unit 7: Switch Users and Sudo Access 00:09:00 Unit 8: System Utility Commands 00:09:00 Unit 9: Processes and Schedules 00:20:00 Unit 10: OS Maintenance Commands 00:05:00 Unit 11: System Monitoring Commands 00:09:00 Unit 12: Shell Scripting 00:03:00 Unit 13: Basic Shell Scripts 00:13:00 Unit 14: History Command 00:05:00 Unit 15: Enabling Internet in Linux VM 00:03:00 Unit 16: Network Files and Commands 00:09:00 Unit 17: System Updates and Repositories 00:12:00 Assignment Assignment - Linux Basics 00:00:00

Transform your marketing approach with our 'Complete Email Marketing Course,' an immersive program tailored to elevate your email marketing skills. From the onset, you are greeted with an insightful introduction that lays the groundwork for your journey into the world of email marketing. This course is specifically designed to imbue you with an entrepreneurial mindset, crucial for crafting and growing an effective email list. As you navigate through the modules, you will encounter the practicalities of creating and managing email lists, a cornerstone of successful email marketing campaigns. Each module is carefully crafted to ensure a comprehensive understanding, enabling you to harness the full potential of email marketing in your business endeavors. The heart of this course lies in its in-depth exploration of email automation and copywriting, skills essential for engaging and retaining your audience. You'll learn not only how to write compelling emails but also how to ensure they reach your audience effectively, delving into the intricacies of email deliverability. The curriculum also covers the broader concepts of email marketing, providing a holistic view of its role within the digital marketing landscape. Advancing further, you'll discover how to use capture pages and funnels to generate leads, turning prospects into loyal customers. Concluding with a comprehensive wrap-up, this course equips you with the tools and knowledge to execute impactful email marketing strategies. Learning Outcomes Develop a strong foundation in email marketing basics and an entrepreneurial approach to list building. Gain proficiency in creating, segmenting, and managing email lists for targeted marketing. Master email automation and copywriting to craft engaging and effective email campaigns. Understand and improve email deliverability to ensure maximum reach and engagement. Learn to utilise capture pages and funnels effectively for lead generation and conversion. Why choose this Complete Email Marketing course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Complete Email Marketing course for? Marketing professionals seeking to enhance their email marketing expertise. Entrepreneurs and business owners aiming to leverage email marketing for business growth. Digital marketers looking to deepen their understanding of email automation and copywriting. Individuals aspiring to build a career in email marketing and digital communication. Anyone interested in mastering the art of creating and managing successful email campaigns. Career path Email Marketing Specialist - £25,000 - £40,000 Digital Marketing Manager - £35,000 - £55,000 Content Writer - £24,000 - £38,000 Marketing Analyst - £28,000 - £48,000 CRM Manager - £32,000 - £52,000 Lead Generation Specialist - £30,000 - £50,000 Prerequisites This Complete Email Marketing Course does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Complete Email Marketing Course was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Module 01: Introduction Email Marketing Masterclass How to Start and Grow an Email List Preview 00:05:00 Module 02: Entrepreneur Mindset Masterclass How to Start and Grow an Email List The Concepts of Email Marketing 00:04:00 Using Capture Pages and Funnels for Leads 00:04:00 Creating Email Lists 00:03:00 Email Copywriting 00:04:00 Email Deliverability 00:04:00 Email Automation 00:04:00 Module 03: Creating Email Lists What makes an email list valuable? 00:05:00 What Is A Double Opt-In Email List And Why Is It Important? 00:03:00 How eBooks Help Generate Leads and Fill Sales Pipelines 00:03:00 How to Generate more Leads with your Video Marketing 00:03:00 Easy Ideas For Lead-Generating Content Marketing to Build Your Lists 00:05:00 Module 04: Email Automation What is Email Automation & How Can Your Business Use it? 00:06:00 What is an Email Marketing Autoresponder? 00:04:00 Awesome Email Marketing Campaigns & How to Run Your Own 00:05:00 Simple (But Powerful) Automated Email Sequences For Service Businesses 00:04:00 Using Tags to Gaining Useful Insights From Email Segmentation 00:04:00 Module 05: Email Copywriting Email Copy-writing Tips to Write Engaging Content Subscribers Want to Read 00:03:00 Ways To Make People Actually Read Your Emails 00:07:00 Ways to Make Your Emails More Engaging 00:06:00 Psychological Triggers to Turn Email Marketing Prospects into Loyal Customers 00:04:00 Tips for Writing Email Marketing Copy that Converts 00:04:00 Module 06: Email Deliverability 7 Best Practices for Email Deliverability 00:06:00 How to Improve Your Email Deliverability (Step-by-Step) 00:04:00 Blueprints for Email Copywriting 00:05:00 7 Ways to Improve Your Email Deliverability 00:04:00 How to Test Your Email Deliverability? A Step-by-Step Guide 00:04:00 Module 07: The Concepts of Email Marketing Rules of Email Marketing 00:05:00 Types of Email Marketing Campaigns You Should Already be Using 00:05:00 10 Email Marketing Terms Every Marketer Should Know 00:06:00 The Importance of List Cleaning and Segmentation Tags 00:03:00 Tips for Building Responsive Email Marketing Lists 00:04:00 Module 08: Using Capture Pages and Funnels for Leads The Importance of Lead Capture Pages in Email Marketing 00:04:00 The Importance of a Sales Funnel in Email Marketing 00:04:00 Getting Leads from Facebook 00:04:00 Types of Landing Pages and How to Use Them 00:04:00 Types Of Online Sales Funnels That Work Really Well 00:05:00 Module 09: Conclusion Review 00:01:00 Assignment Assignment - Complete Email Marketing Course 00:00:00

Overview In the era where information is abundant and decisions are driven by data, have you ever pondered, 'what is machine learning?' or 'what is data science?' Dive into the realm of 'Data Science & Machine Learning with R from A-Z,' a comprehensive guide to unravel these complexities. This course effortlessly blends the foundational aspects of data science with the intricate depths of machine learning algorithms, all through the versatile medium of R. As the digital economy booms, the demand for machine learning jobs continues to surge. Equip yourself with the proficiency to navigate this dynamic field and transition from being an inquisitive mind to a sought-after professional in the space of data science and machine learning with R. Learning Outcomes: Understand the foundational concepts of data science and machine learning. Familiarise oneself with the R environment and its functionalities. Master data types, structures, and advanced techniques in R. Acquire proficiency in data manipulation and visual representation using R. Generate comprehensive reports using R Markdown and design web applications with R Shiny. Gain a thorough understanding of machine learning methodologies and their applications. Gain insights into initiating a successful career in the data science sector. Why buy this Data Science & Machine Learning with R from A-Z course? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Data Science & Machine Learning with R from A-Z there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this Data Science & Machine Learning with R from A-Z course for? This course is ideal for Individuals keen on exploring the intricacies of machine learning and data science. Aspiring data analysts and scientists looking to specialise in Machine Learning with R. IT professionals aiming to diversify their skill set in the emerging data-driven market. Researchers seeking to harness the power of R for data representation and analysis. Academics and students aiming to bolster their understanding of modern data practices with R. Prerequisites This Data Science & Machine Learning with R from A-Z does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Data Science & Machine Learning with R from A-Z was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path Data Scientist - Average salary range: £35,000 - £70,000 Per Annum Machine Learning Engineer - Average salary range: £50,000 - £80,000 Per Annum Data Analyst - Average salary range: £28,000 - £55,000 Per Annum R Developer - Average salary range: £30,000 - £60,000 Per Annum R Shiny Web Developer - Average salary range: £32,000 - £65,000 Per Annum Machine Learning Researcher - Average salary range: £40,000 - £75,000 Per Annum Course Curriculum Data Science and Machine Learning Course Intro Data Science and Machine Learning Introduction 00:03:00 What is Data Science 00:10:00 Machine Learning Overview 00:05:00 Who is This Course for 00:03:00 Data Science and Machine Learning Marketplace 00:05:00 Data Science and Machine Learning Job Opportunities 00:03:00 Getting Started with R Getting Started 00:11:00 Basics 00:06:00 Files 00:11:00 RStudio 00:07:00 Tidyverse 00:05:00 Resources 00:04:00 Data Types and Structures in R Unit Introduction 00:30:00 Basic Type 00:09:00 Vector Part One 00:20:00 Vectors Part Two 00:25:00 Vectors - Missing Values 00:16:00 Vectors - Coercion 00:14:00 Vectors - Naming 00:10:00 Vectors - Misc 00:06:00 Creating Matrics 00:31:00 List 00:32:00 Introduction to Data Frames 00:19:00 Creating Data Frames 00:20:00 Data Frames: Helper Functions 00:31:00 Data Frames Tibbles 00:39:00 Intermediate R Intermediate Introduction 00:47:00 Relational Operations 00:11:00 Conditional Statements 00:11:00 Loops 00:08:00 Functions 00:14:00 Packages 00:11:00 Factors 00:28:00 Dates and Times 00:30:00 Functional Programming 00:37:00 Data Import or Export 00:22:00 Database 00:27:00 Data Manipulation in R Data Manipulation in R Introduction 00:36:00 Tidy Data 00:11:00 The Pipe Operator 00:15:00 The Filter Verb 00:22:00 The Select Verb 00:46:00 The Mutate Verb 00:32:00 The Arrange Verb 00:10:00 The Summarize Verb 00:23:00 Data Pivoting 00:43:00 JSON Parsing 00:11:00 String Manipulation 00:33:00 Web Scraping 00:59:00 Data Visualization in R Data Visualization in R Section Intro 00:17:00 Getting Started 00:16:00 Aesthetics Mappings 00:25:00 Single Variable Plots 00:37:00 Two Variable Plots 00:21:00 Facets, Layering, and Coordinate Systems 00:18:00 Styling and Saving 00:12:00 Creating Reports with R Markdown Creating with R Markdown 00:29:00 Building Webapps with R Shiny Introduction to R Shiny 00:26:00 A Basic R Shiny App 00:31:00 Other Examples with R Shiny 00:34:00 Introduction to Machine Learning Machine Learning Part 1 00:22:00 Machine Learning Part 2 00:47:00 Starting A Career in Data Science Starting a Data Science Career Section Overview 00:03:00 Data Science Resume 00:04:00 Getting Started with Freelancing 00:05:00 Top Freelance Websites 00:05:00 Personal Branding 00:05:00 Importance of Website and Blo 00:04:00 Networking Do's and Don'ts 00:04:00 Assignment Assignment - Data Science & Machine Learning with R 00:00:00

Overview of Data Science & Machine Learning with Python Join our Data Science & Machine Learning with Python 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 Data Science & Machine Learning with Python course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Data Science & Machine Learning with Python 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! This Data Science & Machine Learning with Python 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 Data Science & Machine Learning with Python. 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 Data Science & Machine Learning with Python 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 Data Science & Machine Learning with Python 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 Data Science & Machine Learning with Python 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 Data Science & Machine Learning with Python 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 Course Overview & Table of Contents Course Overview & Table of Contents 00:09:00 Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types 00:05:00 Introduction to Machine Learning - Part 2 - Classifications and Applications Introduction to Machine Learning - Part 2 - Classifications and Applications 00:06:00 System and Environment preparation - Part 1 System and Environment preparation - Part 1 00:04:00 System and Environment preparation - Part 2 System and Environment preparation - Part 2 00:06:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 1 00:10:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 2 00:09:00 Learn Basics of python - Functions Learn Basics of python - Functions 00:04:00 Learn Basics of python - Data Structures Learn Basics of python - Data Structures 00:12:00 Learn Basics of NumPy - NumPy Array Learn Basics of NumPy - NumPy Array 00:06:00 Learn Basics of NumPy - NumPy Data Learn Basics of NumPy - NumPy Data 00:08:00 Learn Basics of NumPy - NumPy Arithmetic Learn Basics of NumPy - NumPy Arithmetic 00:04:00 Learn Basics of Matplotlib Learn Basics of Matplotlib 00:07:00 Learn Basics of Pandas - Part 1 Learn Basics of Pandas - Part 1 00:06:00 Learn Basics of Pandas - Part 2 Learn Basics of Pandas - Part 2 00:07:00 Understanding the CSV data file Understanding the CSV data file 00:09:00 Load and Read CSV data file using Python Standard Library Load and Read CSV data file using Python Standard Library 00:09:00 Load and Read CSV data file using NumPy Load and Read CSV data file using NumPy 00:04:00 Load and Read CSV data file using Pandas Load and Read CSV data file using Pandas 00:05:00 Dataset Summary - Peek, Dimensions and Data Types Dataset Summary - Peek, Dimensions and Data Types 00:09:00 Dataset Summary - Class Distribution and Data Summary Dataset Summary - Class Distribution and Data Summary 00:09:00 Dataset Summary - Explaining Correlation Dataset Summary - Explaining Correlation 00:11:00 Dataset Summary - Explaining Skewness - Gaussian and Normal Curve Dataset Summary - Explaining Skewness - Gaussian and Normal Curve 00:07:00 Dataset Visualization - Using Histograms Dataset Visualization - Using Histograms 00:07:00 Dataset Visualization - Using Density Plots Dataset Visualization - Using Density Plots 00:06:00 Dataset Visualization - Box and Whisker Plots Dataset Visualization - Box and Whisker Plots 00:05:00 Multivariate Dataset Visualization - Correlation Plots Multivariate Dataset Visualization - Correlation Plots 00:08:00 Multivariate Dataset Visualization - Scatter Plots Multivariate Dataset Visualization - Scatter Plots 00:05:00 Data Preparation (Pre-Processing) - Introduction Data Preparation (Pre-Processing) - Introduction 00:09:00 Data Preparation - Re-scaling Data - Part 1 Data Preparation - Re-scaling Data - Part 1 00:09:00 Data Preparation - Re-scaling Data - Part 2 Data Preparation - Re-scaling Data - Part 2 00:09:00 Data Preparation - Standardizing Data - Part 1 Data Preparation - Standardizing Data - Part 1 00:07:00 Data Preparation - Standardizing Data - Part 2 Data Preparation - Standardizing Data - Part 2 00:04:00 Data Preparation - Normalizing Data Data Preparation - Normalizing Data 00:08:00 Data Preparation - Binarizing Data Data Preparation - Binarizing Data 00:06:00 Feature Selection - Introduction Feature Selection - Introduction 00:07:00 Feature Selection - Uni-variate Part 1 - Chi-Squared Test Feature Selection - Uni-variate Part 1 - Chi-Squared Test 00:09:00 Feature Selection - Uni-variate Part 2 - Chi-Squared Test Feature Selection - Uni-variate Part 2 - Chi-Squared Test 00:10:00 Feature Selection - Recursive Feature Elimination Feature Selection - Recursive Feature Elimination 00:11:00 Feature Selection - Principal Component Analysis (PCA) Feature Selection - Principal Component Analysis (PCA) 00:09:00 Feature Selection - Feature Importance Feature Selection - Feature Importance 00:06:00 Refresher Session - The Mechanism of Re-sampling, Training and Testing Refresher Session - The Mechanism of Re-sampling, Training and Testing 00:12:00 Algorithm Evaluation Techniques - Introduction Algorithm Evaluation Techniques - Introduction 00:07:00 Algorithm Evaluation Techniques - Train and Test Set Algorithm Evaluation Techniques - Train and Test Set 00:11:00 Algorithm Evaluation Techniques - K-Fold Cross Validation Algorithm Evaluation Techniques - K-Fold Cross Validation 00:09:00 Algorithm Evaluation Techniques - Leave One Out Cross Validation Algorithm Evaluation Techniques - Leave One Out Cross Validation 00:05:00 Algorithm Evaluation Techniques - Repeated Random Test-Train Splits Algorithm Evaluation Techniques - Repeated Random Test-Train Splits 00:07:00 Algorithm Evaluation Metrics - Introduction Algorithm Evaluation Metrics - Introduction 00:09:00 Algorithm Evaluation Metrics - Classification Accuracy Algorithm Evaluation Metrics - Classification Accuracy 00:08:00 Algorithm Evaluation Metrics - Log Loss Algorithm Evaluation Metrics - Log Loss 00:03:00 Algorithm Evaluation Metrics - Area Under ROC Curve Algorithm Evaluation Metrics - Area Under ROC Curve 00:06:00 Algorithm Evaluation Metrics - Confusion Matrix Algorithm Evaluation Metrics - Confusion Matrix 00:10:00 Algorithm Evaluation Metrics - Classification Report Algorithm Evaluation Metrics - Classification Report 00:04:00 Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction 00:06:00 Algorithm Evaluation Metrics - Mean Absolute Error Algorithm Evaluation Metrics - Mean Absolute Error 00:07:00 Algorithm Evaluation Metrics - Mean Square Error Algorithm Evaluation Metrics - Mean Square Error 00:03:00 Algorithm Evaluation Metrics - R Squared Algorithm Evaluation Metrics - R Squared 00:04:00 Classification Algorithm Spot Check - Logistic Regression Classification Algorithm Spot Check - Logistic Regression 00:12:00 Classification Algorithm Spot Check - Linear Discriminant Analysis Classification Algorithm Spot Check - Linear Discriminant Analysis 00:04:00 Classification Algorithm Spot Check - K-Nearest Neighbors Classification Algorithm Spot Check - K-Nearest Neighbors 00:05:00 Classification Algorithm Spot Check - Naive Bayes Classification Algorithm Spot Check - Naive Bayes 00:04:00 Classification Algorithm Spot Check - CART Classification Algorithm Spot Check - CART 00:04:00 Classification Algorithm Spot Check - Support Vector Machines Classification Algorithm Spot Check - Support Vector Machines 00:05:00 Regression Algorithm Spot Check - Linear Regression Regression Algorithm Spot Check - Linear Regression 00:08:00 Regression Algorithm Spot Check - Ridge Regression Regression Algorithm Spot Check - Ridge Regression 00:03:00 Regression Algorithm Spot Check - Lasso Linear Regression Regression Algorithm Spot Check - Lasso Linear Regression 00:03:00 Regression Algorithm Spot Check - Elastic Net Regression Regression Algorithm Spot Check - Elastic Net Regression 00:02:00 Regression Algorithm Spot Check - K-Nearest Neighbors Regression Algorithm Spot Check - K-Nearest Neighbors 00:06:00 Regression Algorithm Spot Check - CART Regression Algorithm Spot Check - CART 00:04:00 Regression Algorithm Spot Check - Support Vector Machines (SVM) Regression Algorithm Spot Check - Support Vector Machines (SVM) 00:04:00 Compare Algorithms - Part 1 : Choosing the best Machine Learning Model Compare Algorithms - Part 1 : Choosing the best Machine Learning Model 00:09:00 Compare Algorithms - Part 2 : Choosing the best Machine Learning Model Compare Algorithms - Part 2 : Choosing the best Machine Learning Model 00:05:00 Pipelines : Data Preparation and Data Modelling Pipelines : Data Preparation and Data Modelling 00:11:00 Pipelines : Feature Selection and Data Modelling Pipelines : Feature Selection and Data Modelling 00:10:00 Performance Improvement: Ensembles - Voting Performance Improvement: Ensembles - Voting 00:07:00 Performance Improvement: Ensembles - Bagging Performance Improvement: Ensembles - Bagging 00:08:00 Performance Improvement: Ensembles - Boosting Performance Improvement: Ensembles - Boosting 00:05:00 Performance Improvement: Parameter Tuning using Grid Search Performance Improvement: Parameter Tuning using Grid Search 00:08:00 Performance Improvement: Parameter Tuning using Random Search Performance Improvement: Parameter Tuning using Random Search 00:06:00 Export, Save and Load Machine Learning Models : Pickle Export, Save and Load Machine Learning Models : Pickle 00:10:00 Export, Save and Load Machine Learning Models : Joblib Export, Save and Load Machine Learning Models : Joblib 00:06:00 Finalizing a Model - Introduction and Steps Finalizing a Model - Introduction and Steps 00:07:00 Finalizing a Classification Model - The Pima Indian Diabetes Dataset Finalizing a Classification Model - The Pima Indian Diabetes Dataset 00:07:00 Quick Session: Imbalanced Data Set - Issue Overview and Steps Quick Session: Imbalanced Data Set - Issue Overview and Steps 00:09:00 Iris Dataset : Finalizing Multi-Class Dataset Iris Dataset : Finalizing Multi-Class Dataset 00:09:00 Finalizing a Regression Model - The Boston Housing Price Dataset Finalizing a Regression Model - The Boston Housing Price Dataset 00:08:00 Real-time Predictions: Using the Pima Indian Diabetes Classification Model Real-time Predictions: Using the Pima Indian Diabetes Classification Model 00:07:00 Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset 00:03:00 Real-time Predictions: Using the Boston Housing Regression Model Real-time Predictions: Using the Boston Housing Regression Model 00:08:00 Resources Resources - Data Science & Machine Learning with Python 00:00:00