Fire Warden (Marshal) Training Course Overview The Fire Warden (Marshal) Training course equips individuals with the essential skills and knowledge to manage fire safety in the workplace. It covers a comprehensive range of topics, from understanding fire safety basics to mastering evacuation procedures and regulations. Learners will gain the confidence to take on the role of a Fire Warden, ensuring they are prepared to implement preventive measures and respond effectively in the event of a fire emergency. By the end of the course, learners will have a solid understanding of fire safety protocols and be able to act decisively to safeguard people and property. Course Description This course offers in-depth coverage of fire safety, with a focus on the responsibilities and duties of a Fire Warden. Participants will explore key areas such as fire prevention, emergency response, and effective evacuation strategies. The curriculum also includes important legal regulations and risk assessment procedures, equipping learners with the tools to ensure compliance and enhance safety within their organisation. The course is designed to provide both theoretical knowledge and an understanding of best practices in fire safety, ensuring that learners are well-prepared to fulfil the role of a Fire Warden with confidence. Fire Warden (Marshal) Training Curriculum Module 01: Basics of Fire Safety Module 02: Introduction to Fire Warden Module 03: Preventive Duties Module 04: Emergency Duties and Qualities Module 05: Fire Safety Measures Module 06: Evacuation Strategies Module 07: Regulations and Risk Assessment (See full curriculum) Who is this course for? Individuals seeking to improve fire safety knowledge. Professionals aiming to enhance workplace safety. Beginners with an interest in fire safety management. Organisations needing to train staff on fire warden duties. Career Path Fire Warden Health and Safety Officer Emergency Response Coordinator Workplace Safety Advisor Fire Safety Consultant
Overview With the ever-increasing demand for Holistic Medicine in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Holistic Medicine may be. Learning about Holistic Medicine or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Holistic Medicine. That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Holistic Medicine is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by Compete High in this Holistic Medicine Online Training course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Holistic Medicine Online Training course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Holistic Medicine Online Training course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Holistic Medicine, Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Holistic Medicine, Anyone looking for a certificate of completion on doing an online training on this topic, Students of Holistic Medicine, or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Holistic Medicine Online Training course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams. Course Curriculum General Holistic Medicine General Holistic Medicine 00:00 Module 2 Specific Holistic Medicine Specific Holistic Medicine 00:00 Module 3 Natural Remedies Natural Remedies 00:00
Overview of Strategic Business Planning In today’s fast-changing business world, Strategic Business Planning is more important than ever. In the UK alone, strategic management consulting earns over £14 billion every year. This shows how much companies value strong planning and decision-making. This course is designed to help you understand the key ideas behind Strategic Business Planning and how successful businesses use them. You will learn how to think, make better decisions, and find smart ways to move forward, even when things get tough. The course covers important tools like Porter's Five Forces, PESTLE analysis, and game theory. You will also learn how to write vision statements, check your company’s strengths and weaknesses, and plan your goals clearly and practically. Strategic Business Planning connects your daily activities to your long-term aims, helping your organisation stay focused and efficient. You’ll also look at how to build marketing plans, study risks, and make financial decisions that support your strategy. As businesses in the UK and around the world face more competition, people who understand Strategic Business Planning are in high demand. By learning how to build, follow, and check business strategies, you will become more confident and capable in any business setting. This course gives you the tools to think ahead and lead with purpose using strong Strategic Business Planning skills. Learning Outcomes By the end of this Strategic Business Planning course, you will be able to: Understand key ideas behind business strategy and how companies stay ahead of the competition. Write clear and focused vision and mission statements for any business. Use PESTLE analysis and Porter’s Five Forces to study the business environment. Create strategic marketing plans using customer groups and market positioning. Organise business activities through planning and proper use of resources. Review strategies by looking at financial plans and different business situations. Who is This Course For This Strategic Business Planning course is ideal for: Business managers who want to improve their planning skills and help their company grow using clear strategies. Entrepreneurs and business owners who need to build strong business plans and stay ahead of rivals. Corporate strategy professionals looking to sharpen their skills in analysis and planning. Marketing professionals who want to add strategic thinking to their targeting and brand positioning. Financial analysts who need to understand how business strategies affect money decisions and company value. Process of Evaluation After studying the Strategic Business Planning Course, your skills and knowledge will be tested with an MCQ exam or assignment. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Strategic Business Planning Course, you can order your CPD Accredited Digital / PDF Certificate for £5.99. (Each) Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. (Each) Shipping Charges: Inside the UK: £3.99 International: £10.99 Requirements You don’t need any educational qualification or experience to enrol in the Strategic Business Planning course. Career Path Completing this Strategic Business Planning course can lead to roles such as: Strategic Business Consultant – £45K to £85K per year Business Development Manager – £35K to £65K per year Corporate Strategy Analyst – £40K to £70K per year Operations Strategy Manager – £50K to £80K per year Strategic Marketing Director – £65K to £120K per year Course Curriculum Section 01: Concept Profile - Strategic Business Planning Strategic Business Planning 00:04:00 Theories of Business Strategy 00:05:00 Game Theory for Business 00:11:00 Theories of Competitive Advantage 00:06:00 Strategic Business Planning Process 00:02:00 Section 02: Preliminary Vision & Mission Statements (Interim Targets & Goals) Preliminary Vision & Mission Statements (Interim Targets & Goals) 00:04:00 Relationship between Vision, Mission and the Business Strategy 00:03:00 Section 03: Strategy Formulation Strategy Formulation 00:01:00 Strategy Formulation (Continued) 00:03:00 Steps: Strategy Formulation 00:01:00 PESTLE Analysis 00:01:00 Michael Porter – 5-Forces & Competitor Analysis 00:01:00 Internal Resource & Capability Analysis 00:02:00 Risk Analysis & Mitigation Tactics 00:03:00 Marketing Plan (USP, Segmentation & Positioning) 00:06:00 Segmentation 00:07:00 Section 04: Strategy Implementation Strategy Implementation 00:02:00 General Operation Planning 00:01:00 Routine Actions (Processes, Procedures & Communication) 00:04:00 External Prospects & Internal Resources Gap Comparison 00:02:00 Section 05: Strategic Evaluation Strategy Evaluation & Feedback 00:01:00 Principles of Strategy Evaluation 00:04:00 Financial Plan, Capital Structure & Valuation 00:07:00 Scenarios in Strategic Decision Making: Case Sensitivity 00:02:00 Revised Vision & Mission Statements (Confirm Target & Goals) 00:03:00 Strategy Evaluation & Feedback 00:01:00
Overview of Infection Control & Medicine Handling Join our Infection Control & Medicine Handling 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 Infection Control & Medicine Handling course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Infection Control & Medicine Handling 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 Infection Control & Medicine Handling 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 Infection Control & Medicine Handling. 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 Infection Control & Medicine Handling 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 Infection Control & Medicine Handling 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 Infection Control & Medicine Handling 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 Infection Control & Medicine Handling 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 Module 01: Administration of Medicines Administration of Medicines 00:14:00 Module 02: Preparation for Administration Preparation for Administration 00:13:00 Module 03: Policies and Procedures Policies and Procedures 00:14:00 Module 04: Side Effects of Medicine Side Effects of Medicine 00:12:00 Module 05: Storage, Distribution and Disposal Storage, Distribution and Disposal 00:13:00 Module 06: Infection Control Infection Control 00:17:00 Module 07: Hazards and Potential Risks Hazards and Potential Risks 00:16:00
In today's workplace, understanding and addressing sexual harassment is crucial to fostering a safe and respectful environment for everyone. Our comprehensive course on Sexual Harassment in the Workplace Awareness is designed to equip you with the knowledge and skills needed to recognize, prevent, and address sexual harassment effectively. Key Features: CPD Certified Free Certificate Developed by Specialist Lifetime Access In the "Sexual Harassment in the Workplace Awareness" course, learners will gain a clear understanding of what sexual harassment is and the different forms it can take. They will learn how to identify sexual harassment in their work environment and understand the importance of workplace policies and procedures designed to prevent and address it. The course will also teach effective strategies for dealing with sexual harassment, including how to support victims and handle complaints appropriately. By the end of the course, learners will be equipped with the knowledge and skills needed to contribute to a safe and respectful workplace. Course Curriculum Module 01: What Is Sexual Harassment Module 02: Types of Sexual Harassment Module 03: Recognising Sexual Harassment in the Workplace Module 04: Policies and Procedures Module 05: How to Deal with Sexual Harassment in the Workplace Learning Outcomes: Define sexual harassment in workplace contexts and scenarios. Identify various types of sexual harassment at work. Recognise signs of sexual harassment in workplace settings. Understand workplace policies and procedures addressing sexual harassment. Learn effective methods to handle workplace sexual harassment incidents. Promote a safe and respectful workplace environment. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Employees seeking workplace safety knowledge. Managers needing harassment prevention strategies. HR professionals overseeing workplace conduct. Team leaders fostering respectful environments. Individuals enhancing workplace behaviour awareness. Career path Human Resources Manager Employee Relations Specialist Compliance Officer Workplace Safety Advisor Training and Development Coordinator Equality and Diversity Officer Certificates Digital certificate Digital certificate - Included Will be downloadable when all lectures have been completed.
***Limited Time Discount*** Boost Your Career By Enrolling In This Horticulture Bundle To Overcome Your Challenges! Receive 10 CPD Accredited additional bundle courses for free when you purchase 1 QLS-Endorsed certificate course. If you wish to gain a solid and compact knowledge of Horticulture and boost your career, then take a step in the right direction with this industry-standard, comprehensive Horticulture bundle of courses, which are well organised. This Horticulture package includes 1 Premium The Quality Licence Scheme-endorsed course with 10 additional CPD Accredited courses, with expert assistance, and a FREE courses assessment included. Learn a range of in-demand technical skills to help you progress in your career with 12 months of unlimited access to this Horticulture bundle. This Horticulture Bundle Package includes: Course 01: Advanced Diploma in Horticulture Worker at QLS Level 7 10 Additional Premium CPD Accredited Courses - Course 01: Understanding of Homesteading Gardening Diploma Course 02: Land Management Course 03: Arboriculture Course 04: Environment Management Course 05: Ketogenic Diet Mastery Course 06: Vegetarian Diet Course 07: Carbon Literacy Knowledge Course 08: Basic First Aid Course 09: Time Management Course 10: Decision-Making in High-Stress Situations Why Prefer This Horticulture Bundle? You will receive a completely free certificate from the Quality Licence Scheme Option to purchase 10 additional certificates accredited by CPD Get a free Student ID Card - (£10 postal charges will be applicable for international delivery) Free assessments and immediate success results with this Diploma of Horticulture (Online) 24/7 Tutor Support with this Diploma of Horticulture (Online) Diploma of Horticulture (Online) Take a step toward a brighter future! with our QLS Endorsed Horticulture Bundle. Here is the curriculum breakdown of main QLS Course of this Horticulture bundle: Advanced Diploma in Horticulture Worker at QLS Level 7 Basic Botany Plant Classification Soil Science Plant Nutrition Requirements Plant Pests and Diseases Basic Concepts of Organic Gardening Weed Control Plant Propagation Amenity Horticulture, Plant Selection and Native Plants And much more... Assessment Process? After completing an online module from Horticulture bundle, you will be given immediate access to a specially designed MCQ test. The results will be immediately analysed, & the score will be shown for your review. The passing score for each test will be set at 60%. You will be entitled to claim a certificate endorsed by the Quality Licence Scheme after you have completed all of the Advanced Diploma in Horticulture at QLS Level 7 exams. CPD 280 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Diploma of Horticulture (Online) This Horticulture bundle is perfect for highly motivated people who want to improve their technical skills and prepare for the career they want! Requirements Diploma of Horticulture (Online) No prior background or expertise is required for this Horticulture bundle. Career path Diploma of Horticulture (Online) Studying the Diploma of Horticulture (Online) bundle is intended to assist you in obtaining the job of your dreams or even the long-awaited promotion. Thisbundle is designed for those who are looking to kickstart a career as a horticulturist or develop their expertise in gardening. Horticulturist Gardener Landscaper Botanist Certificates Advanced Diploma in Horticulture Worker at QLS Level 7 Hard copy certificate - Included Show off Your New Skills with a Certificate of Completion After successfully completing the Advanced Diploma in Horticulture Worker at QLS Level 7, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, completely free of charge. To Additional the Quality Licence Scheme Endorsed Certificate, you have to pay the price based on the level of these courses: Level 1 - £59 Level 2 - £79 Level 3 - £89 Level 4 - £99 Level 5 - £119 Level 6 - £129 Level 7 - £139 Certificate Accredited by CPDQS Upon finishing the Horticulture bundle, you will need to order to receive a certificate accredited by CPDQS that is recognised all over the UK and also internationally. The pricing schemes are - Printed Hardcopy Certificate £29 inside the UK. £39 outside the UK (International Delivery). CPDQS Accredited Certificate Digital certificate - £10 Upon passing the Horticulture Bundle, you need to order to receive a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPDQ.
Duration 3 Days 18 CPD hours This course is intended for This course is geared for attendees with Intermediate IT skills who wish to learn Computer Vision with tensor flow 2 Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Working in a hands-on learning environment, led by our Computer Vision expert instructor, students will learn about and explore how to Build, train, and serve your own deep neural networks with TensorFlow 2 and Keras Apply modern solutions to a wide range of applications such as object detection and video analysis Run your models on mobile devices and web pages and improve their performance. Create your own neural networks from scratch Classify images with modern architectures including Inception and ResNet Detect and segment objects in images with YOLO, Mask R-CNN, and U-Net Tackle problems faced when developing self-driving cars and facial emotion recognition systems Boost your application's performance with transfer learning, GANs, and domain adaptation Use recurrent neural networks (RNNs) for video analysis Optimize and deploy your networks on mobile devices and in the browser Computer vision solutions are becoming increasingly common, making their way into fields such as health, automobile, social media, and robotics. Hands-On Computervision with TensorFlow 2 is a hands-on course that thoroughly explores TensorFlow 2, the brandnew version of Google's open source framework for machine learning. You will understand how to benefit from using convolutional neural networks (CNNs) for visual tasks. This course begins with the fundamentals of computer vision and deep learning, teaching you how to build a neural network from scratch. You will discover the features that have made TensorFlow the most widely used AI library, along with its intuitive Keras interface. You'll then move on to building, training, and deploying CNNs efficiently. Complete with concrete code examples, the course demonstrates how to classify images with modern solutions, such as Inception and ResNet, and extract specific content using You Only Look Once (YOLO), Mask R-CNN, and U-Net. You will also build generative dversarial networks (GANs) and variational autoencoders (VAEs) to create and edit images, and long short-term memory networks (LSTMs) to analyze videos. In the process, you will acquire advanced insights into transfer learning, data augmentation, domain adaptation, and mobile and web deployment, among other key concepts Computer Vision and Neural Networks Computer Vision and Neural Networks Technical requirements Computer vision in the wild A brief history of computer vision Getting started with neural networks TensorFlow Basics and Training a Model TensorFlow Basics and Training a Model Technical requirements Getting started with TensorFlow 2 and Keras TensorFlow 2 and Keras in detail The TensorFlow ecosystem Modern Neural Networks Modern Neural Networks Technical requirements Discovering convolutional neural networks Refining the training process Influential Classification Tools Influential Classification Tools Technical requirements Understanding advanced CNN architectures Leveraging transfer learning Object Detection Models Object Detection Models Technical requirements Introducing object detection A fast object detection algorithm YOLO Faster R-CNN ? a powerful object detection model Enhancing and Segmenting Images Enhancing and Segmenting Images Technical requirements Transforming images with encoders-decoders Understanding semantic segmentation Training on Complex and Scarce Datasets Training on Complex and Scarce Datasets Technical requirements Efficient data serving How to deal with data scarcity Video and Recurrent Neural Networks Video and Recurrent Neural Networks Technical requirements Introducing RNNs Classifying videos Optimizing Models and Deploying on Mobile Devices Optimizing Models and Deploying on Mobile Devices Technical requirements Optimizing computational and disk footprints On-device machine learning Example app ? recognizing facial expressions
Duration 5 Days 30 CPD hours This course is intended for System architects and system administrators Overview By the end of the course, you should be able to meet the following objectives: Introduce troubleshooting principles and procedures Use command-line interfaces, log files, and the vSphere Client to diagnose and resolve problems in the vSphere environment Explain the purpose of common vSphere log files Identify networking issues based on reported symptoms Validate and troubleshoot the reported networking issue Identify the root cause of networking issue Implement the appropriate resolution to recover from networking problems Analyze storage failure scenarios using a logical troubleshooting methodology identify the root cause of storage failure Apply the appropriate resolution to resolve storage failure problems Troubleshoot vSphere cluster failure scenarios Analyze possible vSphere cluster failure causes Diagnose common VMware vSphere High Availability problems and provide solutions Identify and validate VMware ESXiTM host and VMware vCenter problems Analyze failure scenarios of ESXi host and vCenter problems Select the correct resolution for the failure of ESXi host and vCenter problems Troubleshoot virtual machine problems, including migration problems, snapshot problems, and connection problems Troubleshoot performance problems with vSphere components This five-day training course provides you with the knowledge, skills, and abilities to achieve competence in troubleshooting the VMware vSphere© 8 environment. This course increases your skill level and competence in using the command-line interface, VMware vSphere© Client?, log files, and other tools to analyze and solve problems. Course Introduction Introductions and course logistics Course objectives Introduction to Troubleshooting Define the scope of troubleshooting Use a structured approach to solve configuration and operational problems Apply troubleshooting methodology to logically diagnose faults and improve troubleshooting efficiency Troubleshooting Tools Discuss the various methods to run commands Discuss the various ways to access ESXi Shell Use commands to view, configure, and manage your vSphere components Use the vSphere CLI Use ESXCLI commands from the vSphere CLI Use Data Center CLI commands Identify the best tool for command-line interface troubleshooting Identify important log files for troubleshooting vCenter Server and ESXi Describe the benefits and capabilities of VMware SkylineTM Explain how VMware Skyline works Describe VMware SkylineTM Health Describe VMware Skyline AdvisorTM Troubleshooting Virtual Networking Analyze and troubleshoot standard switch problems Analyze and troubleshoot virtual machine connectivity problems Analyze and troubleshoot management network problems Analyze and troubleshoot distributed switch problems Troubleshooting Storage Discuss the vSphere storage architecture Identify the possible causes of problems in the various types of datastores Analyze the common storage connectivity and configuration problems Discuss the possible storage problems causes Solve the storage connectivity problems, correct misconfigurations, and restore LUN visibility Review vSphere storage architecture and functionality necessary to troubleshoot storage problems Use ESXi and Linux commands to troubleshoot storage problems Analyze log file entries to identify the root cause of storage problems Investigate ESXi storage issues Troubleshoot VM snapshots Troubleshoot storage performance problems Review multipathing Identify the common causes of missing paths, including PDL and APD conditions Solve the missing path problems between hosts and storage devices Troubleshooting vSphere Clusters Identify and troubleshoot vSphere HA problems Analyze and solve vSphere vMotion problems Diagnose and troubleshoot common vSphere DRS problems Troubleshooting Virtual Machines Discuss virtual machine files and disk content IDs Identify, analyze, and solve virtual machine snapshot problems Troubleshoot virtual machine power-on problems Identify possible causes and troubleshoot virtual machine connection state problems Diagnose and recover from VMware Tools installation failures Troubleshooting vCenter Server and ESXi Analyze and solve vCenter Server service problems Diagnose and troubleshoot vCenter Server database problems Use vCenter Server Appliance shell and the Bash shell to identify and solve problems Identify and troubleshoot ESXi host problems
Duration 4 Days 24 CPD hours This course is intended for This course is geared for attendees with Intermediate IT skills who wish to learn Computer Vision with tensor flow 2 Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Working in a hands-on learning environment, led by our Computer Vision expert instructor, students will learn about and explore how to Build, train, and serve your own deep neural networks with TensorFlow 2 and Keras Apply modern solutions to a wide range of applications such as object detection and video analysis Run your models on mobile devices and web pages and improve their performance. Create your own neural networks from scratch Classify images with modern architectures including Inception and ResNet Detect and segment objects in images with YOLO, Mask R-CNN, and U-Net Tackle problems faced when developing self-driving cars and facial emotion recognition systems Boost your application's performance with transfer learning, GANs, and domain adaptation Use recurrent neural networks (RNNs) for video analysis Optimize and deploy your networks on mobile devices and in the browser Computer vision solutions are becoming increasingly common, making their way into fields such as health, automobile, social media, and robotics. Hands-On Computervision with TensorFlow 2 is a hands-on course that thoroughly explores TensorFlow 2, the brand-new version of Google's open source framework for machine learning. You will understand how to benefit from using convolutional neural networks (CNNs) for visual tasks. This course begins with the fundamentals of computer vision and deep learning, teaching you how to build a neural network from scratch. You will discover the features that have made TensorFlow the most widely used AI library, along with its intuitive Keras interface. You'll then move on to building, training, and deploying CNNs efficiently. Complete with concrete code examples, the course demonstrates how to classify images with modern solutions, such as Inception and ResNet, and extract specific content using You Only Look Once (YOLO), Mask R-CNN, and U-Net. You will also build generative adversarial networks (GANs) and variational autoencoders (VAEs) to create and edit images, and long short-term memory networks (LSTMs) to analyze videos. In the process, you will acquire advanced insights into transfer learning, data augmentation, domain adaptation, and mobile and web deployment, among other key concepts. Computer Vision and Neural Networks Computer Vision and Neural Networks Technical requirements Computer vision in the wild A brief history of computer vision Getting started with neural networks TensorFlow Basics and Training a Model TensorFlow Basics and Training a Model Technical requirements Getting started with TensorFlow 2 and Keras TensorFlow 2 and Keras in detail The TensorFlow ecosystem Modern Neural Networks Modern Neural Networks Technical requirements Discovering convolutional neural networks Refining the training process Influential Classification Tools Influential Classification Tools Technical requirements Understanding advanced CNN architectures Leveraging transfer learning Object Detection Models Object Detection Models Technical requirements Introducing object detection A fast object detection algorithm ? YOLO Faster R-CNN ? a powerful object detection model Enhancing and Segmenting Images Enhancing and Segmenting Images Technical requirements Transforming images with encoders-decoders Understanding semantic segmentation Training on Complex and Scarce Datasets Training on Complex and Scarce Datasets Technical requirements Efficient data serving How to deal with data scarcity Video and Recurrent Neural Networks Video and Recurrent Neural Networks Technical requirements Introducing RNNs Classifying videos Optimizing Models and Deploying on Mobile Devices Optimizing Models and Deploying on Mobile Devices Technical requirements Optimizing computational and disk footprints On-device machine learning Example app ? recognizing facial expressions
IAOTH Accredited Diploma in Nutrition & Diet Planning: Embark on a nourishing journey with our IAOTH Accredited Diploma in Nutrition & Diet Planning. Delve into the depths of Nutrition, from the fundamentals of diet planning to the specifics of the ketogenic diet and intermittent fasting. Enhance your expertise in Nutrition and guide others towards healthier lifestyles. Learning Outcomes: Understand the Fundamentals of KETO DIET in Nutrition. Explore the relationship between KETOSIS AND WEIGHT LOSS in Nutrition. Implement practical Ketogenic Diet principles within Nutrition planning. Integrate Intermittent fasting techniques with a Nutrition focus. Grasp the broader concepts of Diet and Nutrition. Master the fundamentals of Diet and Nutrition for effective diet planning. More Benefits: LIFETIME access Device Compatibility Free Workplace Management Toolkit Key Modules from IAOTH Accredited Diploma in Nutrition & Diet Planning: The Fundamentals of Keto Diet: Gain comprehensive insights into the ketogenic diet and its role in Nutrition and diet planning. Ketosis And Weight Loss: Explore how ketosis impacts weight loss and its importance in Nutrition planning. Practical Ketogenic Diet: Learn practical approaches to implementing a ketogenic diet within a Nutrition framework. Intermittent Fasting: Understand intermittent fasting and its integration with Nutrition strategies. About Diet and Nutrition: Broaden your understanding of diet and its pivotal role in overall Nutrition. Fundamentals of Diet and Nutrition: Master the essential principles that underpin effective diet and Nutrition planning.