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161 Learning To Learn courses delivered Online

Understanding Learning Difficulties Level 3

5.0(10)

By Apex Learning

Overview Learning difficulties can provide consistent obstacles for many individuals, but you can help them to overcome their challenges. This Understanding Learning Difficulties Level 3 course is a unique way to gain awareness and understanding of the conditions that hinder the education of people of all ages. When you complete the course, you will be able to identify disorders such as ADHD, Dyslexia, ADD, Dyscalculia, and more. This knowledge will enable you to recognise the issues that slow the learning process, thereby allowing you to adapt and support each person according to their specific needs. Give students a helping hand and enrol now. How will I get my certificate? At the end of the course there will be a written assignment test which you can take either during or after the course. After successfully completing the test you will be able to order your certificate, these are included in the price. Who is this course for? There is no experience or previous qualifications required for enrolment on this Understanding Learning Difficulties Level 3. It is available to all students, of all academic backgrounds. Requirements Our Understanding Learning Difficulties Level 3 is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management , Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 9 sections • 9 lectures • 04:20:00 total length •Module 01: Learning Support Assistant: Workplace & Works: 00:30:00 •Module 02: Teaching Methodologies: 00:30:00 •Module 03: Skills of A Learning Support Assistant: 00:20:00 •Module 04: The Role and Responsibilities of the Learning Support Assistant: 00:20:00 •Module 05: SEN Teaching: 01:00:00 •Module 06: Supporting Pupils with Special Needs (Part 01): 00:30:00 •Module 07: How to Support Pupils with Special Needs Part-2: 00:50:00 •Module 08 Safeguarding Children and Young People: 00:20:00 •Assignment - Understanding Learning Difficulties Level 3: 00:00:00

Understanding Learning Difficulties Level 3
Delivered Online On Demand4 hours 20 minutes
£12

Learning Disability Nursing - CPD Certified

4.7(26)

By Academy for Health and Fitness

24-Hour Flash Sale! Prices Reduced Like Never Before!! It's very disheartening to live in a world where your voice isn't heard, where your needs and challenges are overlooked just because of a lack of understanding. In the UK alone, over 1.5 million individuals are navigating life with learning disabilities, facing barriers that many of us can't fathom. It's a reality that's often hidden in plain sight, creating a silent epidemic of isolation and unmet potential. This is why the "Learning Disability Nursing" course is designed to bridge this gap, equipping you with the knowledge and skills to make a profound difference. Understand the complex relationship between Learning Disabilities and Mental Health. Master Psychosocial and Psychodynamic Interventions. You'll explore the full spectrum of care throughout the lifespan, learning to advocate for health and well-being and to craft personalised care plans in mental health settings. With lessons dedicated to Nursing Models, Behavioural Interventions, and the future of the profession, this course sets you on a path to becoming a pivotal part of individuals' lives, offering hope and tangible support where it's needed most. Learning Outcomes of the Learning Disability Nursing Course: Understand the complex needs of individuals with learning disabilities. Apply psychosocial and psychodynamic interventions effectively. Support the lifelong health and well-being of those with learning disabilities. Develop and implement targeted care plans in mental health settings. Explore and understand the evolving role of learning disability nurses. Prepare for future spheres of practice in learning disability nursing. Step into a career that transcends the ordinary. The "Learning Disability Nursing" course offers you not just a job, but a calling-a chance to be the change in the lives of those who navigate the world differently. With the skills and insights gained from this course, you're not just improving careers; you're transforming lives and shaping the future of healthcare. Join us on this journey to make a difference, one individual at a time! Why Prefer this Course? Get a Free CPD Accredited Certificate upon completion of the course Get a Free Student ID Card with this training program (£10 postal charge will be applicable for international delivery) The course is Affordable and Simple to understand Get Lifetime Access to the course materials The training program comes with 24/7 Tutor Support Start your learning journey straight away! Curriculum Breakdown of the Learning Disability Nursing Course Module 01: Learning Disability and Mental Health Explores the relationship between learning disabilities and mental health, addressing common mental health issues, their impact on individuals with learning disabilities, and strategies for effective management and support. Module 02: Learning Disability Nursing Provides an overview of the principles and practices of learning disability nursing, emphasizing person-centered care, advocacy, and tailored interventions to meet individual needs. Module 03: Psychosocial Interventions Covers various psychosocial interventions for individuals with learning disabilities, including cognitive-behavioral therapy, social skills training, and support groups, aiming to enhance mental health and quality of life. Module 04: Psychodynamic Approaches Examines psychodynamic theories and their application in learning disability nursing, focusing on understanding unconscious processes, emotional development, and therapeutic relationships. Module 05: Learning Disability Nursing Throughout the Lifespan Discusses the role of learning disability nurses in providing care across different life stages, from childhood to old age, addressing age-specific needs and challenges. Module 06: Role of the Learning Disability Nurse in Promoting Health and Well-Being Highlights the proactive role of learning disability nurses in promoting overall health and well-being, including health education, preventive care, and lifestyle interventions. Module 07: Care Planning in Mental Health Settings Focuses on developing and implementing effective care plans for individuals with learning disabilities in mental health settings, ensuring comprehensive, coordinated, and person-centered care. Module 08: Nursing Models and Behavioural Interventions Explores various nursing models and behavioral interventions used in learning disability nursing, emphasizing evidence-based practices and individualized approaches. Module 09: The Future of Learning Disability Nursing Discusses emerging trends, challenges, and opportunities in the field of learning disability nursing, preparing nurses for future advancements and evolving practices. Module 10: Future Spheres of Practice for Learning Disability Nursing Examines potential future roles and specializations for learning disability nurses, including advanced practice, research, policy development, and interdisciplinary collaboration. Assessment Process Once you have completed all the modules on the course, you can assess your skills and knowledge with an optional assignment. Our expert trainers will assess your assignment and give you feedback afterwards. CPD 10 CPD hours / points Accredited by CPD Quality Standards Module 1: Learning Disability and Mental Health 26:13 1: Learning Disability and Mental Health Preview 26:13 Module 2: Learning Disability Nursing 25:47 2: Learning Disability Nursing 25:47 Module 3: Psychosocial Interventions 25:11 3: Psychosocial Interventions 25:11 Module 4: Psychodynamic Approaches 21:32 4: Psychodynamic Approaches 21:32 Module 5: Learning Disability Nursing Throughout the Lifespan 54:38 5: Learning Disability Nursing Throughout the Lifespan 54:38 Module 6: Role of the Learning Disability Nurse in Promoting Health & Well-Being 46:59 6: Role of the Learning Disability Nurse in Promoting Health and Well-Being 46:59 Module 7: Care Planning in Mental Health Settings 20:24 7: Care Planning in Mental Health Settings 20:24 Module 8: Nursing Models and Behavioral Interventions 25:12 8: Nursing Models and Behavioural Interventions 25:12 Module 9: The Future of Learning Disability Nursing 26:25 9: The Future of Learning Disability Nursing 26:25 Module 10: Future Spheres of Practice for Learning Disability Nursing 21:51 10: Future Spheres of Practice for Learning Disability Nursing 21:51 Order Your Certificate 02:00 11: Order Your CPD Certificate 01:00 12: Order Your QLS Endorsed Certificate 01:00 Who is this course for? Anyone interested in learning more about the topic is advised to take this bundle. This bundle is ideal for: Aspiring nurses Healthcare workers Social care staff Mental health professionals Educational support staff Career changers Please note: This course doesn't entitle you to practice as a professional in this specific field. Rather, this course will assist you in understanding the fundamentals so that you can improve your knowledge in the relevant field. Requirements You will not need any prior background or expertise to enrol in this course. Career path After completing this bundle, you are to start your career or begin the next phase of your career. Learning Disability Nurse - £24,000 to £30,000 Mental Health Nurse - £24,000 to £30,000 Healthcare Coordinator - £20,000 to £25,000 Special Educational Needs (SEN) Teacher - £25,000 to £41,000 Care Manager - £30,000 to £40,000 Behavioural Therapist - £27,000 to £37,000 Certificates Cademy certificate of completion Digital certificate - Included Will be downloadable when all lectures have been completed CPD Accredited Digital Certificate Digital certificate - £12.99 Upon passing the Course, you need to order a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD QS for Free. CPD Accredited Hard Copy Certificate Hard copy certificate - £29 If you are an international student, then you have to pay an additional 10 GBP as an international delivery charge.

Learning Disability Nursing - CPD Certified
Delivered Online On Demand4 hours 54 minutes
£12

Explore the World of Machine Learning with Basics Course

By NextGen Learning

Machine learning is a vital aspect of data science, and it is the fundamental building block of artificial intelligence. This course is designed to help you master the basics of machine learning by taking you through ten comprehensive modules. Learning outcomes: Understand the basic principles of machine learning and its significance in today's world. Learn how to use Minitab for data analysis and data cleaning. Understand how regression trees and classification trees work and how to apply them. Understand binary logistic regression and its applications. Understand data modelling and how to use different predictors. Learn how to evaluate and improve the performance of machine learning models. The Machine Learning Basics course is designed to help individuals develop a fundamental understanding of machine learning. In this course, you will learn about the basics of machine learning, including regression, predictors, data cleaning, and data models. Additionally, you will learn how to use Minitab for data analysis and how to apply binary logistic regression, regression trees, and classification trees. The course includes ten comprehensive modules that will help you develop the skills you need to become a machine learning expert. This course is for anyone who wants to learn the basics of machine learning, including students, data analysts, and business professionals. By the end of the course, you will have a deep understanding of machine learning principles, including how to apply machine learning algorithms to solve real-world problems. Certification Upon completion of the course, learners can obtain a certificate as proof of their achievement. You can receive a £4.99 PDF Certificate sent via email, a £9.99 Printed Hardcopy Certificate for delivery in the UK, or a £19.99 Printed Hardcopy Certificate for international delivery. Each option depends on individual preferences and locations. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Students who want to learn about machine learning. Data analysts who want to enhance their skills. Business professionals who want to understand machine learning. Anyone who wants to develop a fundamental understanding of machine learning. Career path Career paths related to this industry are: Data analyst: £20,000 - £50,000 per year Machine learning engineer: £30,000 - £90,000 per year Data scientist: £35,000 - £80,000 per year Business intelligence analyst: £25,000 - £55,000 per year Artificial intelligence (AI) specialist: £45,000 - £100,000 per year Software engineer: £25,000 - £70,000 per year

Explore the World of Machine Learning with Basics Course
Delivered Online On Demand11 hours
£15

Enhancing Memory and Brain Function for Super Learning

By NextGen Learning

Master the art of super learning and unlock your brain's true potential with our course on Enhancing Memory and Brain Function. From learning the crucial factors of super learning to preserving your focus and tackling complex problem-solving, this transformative journey will empower you to achieve extraordinary mental feats. Enrol today and unleash the limitless possibilities of your mind. Learning Outcomes: Enhance memory retention and recall for efficient information absorption. Improve cognitive abilities and brain function to facilitate super learning. Develop crucial factors necessary for effective super learning. Cultivate strong focus and concentration skills for sustained learning sessions. Master problem-solving techniques to overcome challenges with ease. Harness the power of your mind to achieve extraordinary mental feats. In a fast-paced world where knowledge is power, the ability to learn quickly and effectively is a game-changer. Introducing our comprehensive course on Enhancing Memory and Brain Function for Super Learning. This Super Learning course is designed to tap into the limitless potential of your mind, equipping you with the knowledge and techniques to become a master of super learning. Throughout this transformative journey, you will delve into the fascinating world of super learning, understanding the historical significance and witnessing real-life examples of individuals who have achieved extraordinary mental feats. By exploring the modules, you will gain invaluable insights into improving your memory and brain function, identifying the crucial factors that contribute to super learning, and preserving your focus amidst distractions. Our course goes beyond theory, providing you with practical strategies to tackle complex problem-solving tasks with confidence. By honing your cognitive abilities, you will become adept at absorbing and retaining vast amounts of information. Prepare to unlock the hidden potential of your mind and embark on a journey towards enhanced learning and accelerated personal growth. Certification Upon completion of the course, learners can obtain a certificate as proof of their achievement. You can receive a £4.99 PDF Certificate sent via email, a £9.99 Printed Hardcopy Certificate for delivery in the UK, or a £19.99 Printed Hardcopy Certificate for international delivery. Each option depends on individual preferences and locations. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Super Learning course will be especially helpful for: Students seeking to optimise their learning abilities and academic performance. Professionals aiming to boost their productivity and absorb new skills rapidly. Lifelong learners eager to expand their knowledge and intellectual capabilities. Individuals interested in personal development and exploring the potential of their minds. Career path Cognitive Trainer: £25,000 - £35,000 per year. Learning and Development Specialist: £30,000 - £45,000 per year. Education Consultant: £35,000 - £55,000 per year. Research Assistant in Cognitive Psychology: £20,000 - £30,000 per year. Memory Coach: £25,000 - £40,000 per year. Academic Tutor: £20,000 - £35,000 per year.

Enhancing Memory and Brain Function for Super Learning
Delivered Online On Demand2 hours
£15

Stuck on Your Agile Journey? - Become a Learning Organization

By IIL Europe Ltd

Stuck on Your Agile Journey? - Become a Learning Organization Although the adoption of an agile framework may be a good first step on your improvement journey, your real goal is to become a learning organization. Learning organizations are capable of developing their own fit-for-purpose Way or Working (WoW), which may be a hybrid of approaches, that enables them to out-compete others. The Disciplined Agile (DA) tool kit teaches you what agile frameworks will not - how to choose the approach for the situation that you face, continually learn, and ultimately improve your WoW. DA includes improvement techniques for individuals, teams, cross-team collaborations, value streams, and your enterprise. Knowing how to improve, and doing so effectively, is what enables you to become a learning organization. This and other IIL Learning in Minutes presentations qualify for PDUs. Some titles, such as Agile-related topics may qualify for other continuing education credits such as SEUs, or CEUs. Each professional development activity yields one PDU for one hour spent engaged in the activity. Some limitations apply and can be found in the Ways to Earn PDUs section that discusses PDU activities and associated policies. Fractions of PDUs may also be reported. The smallest increment of a PDU that can be reported is 0.25. This means that if you spent 15 minutes participating in a qualifying PDU activity, you may report 0.25 PDU. If you spend 30 minutes in a qualifying PDU activity, you may report 0.50 PDU. Learning objectives: Understand what a learning organization is and why you need to become one Discover improvement techniques for all levels of your organization Explore how to apply the Disciplined Agile (DA) tool kit to improve your continuous improvement strategy

Stuck on Your Agile Journey? - Become a Learning Organization
Delivered Online On Demand45 minutes
£15

Machine Learning for Predictive Maps in Python and Leaflet - Level 5 (QLS Endorsed)

By Kingston Open College

QLS Endorsed + CPD QS Accredited - Dual Certification | Instant Access | 24/7 Tutor Support

Machine Learning for Predictive Maps in Python and Leaflet - Level 5 (QLS Endorsed)
Delivered Online On Demand6 hours
£15

Machine Learning Course with Python

4.5(3)

By Studyhub UK

Discover the thrilling world of artificial intelligence with the 'Machine Learning Course with Python'. Immerse yourself in a voyage from foundational concepts, unveiling the mysteries behind algorithms, to diving deep into the cores of preprocessing, regression, and classification. Crafted meticulously, this course introduces Python as the catalyst, opening doors to data-driven decision-making and predictive analysis, empowering your journey in the ever-evolving field of machine learning. Learning Outcomes Grasp the foundational knowledge of various machine learning algorithms. Attain proficiency in preprocessing data for optimal outcomes. Master the nuances of regression analysis using Python. Delve into the intricacies of classification techniques. Enhance problem-solving abilities with practical Python-driven machine learning applications. Why choose this Machine Learning Course with Python course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Machine Learning Course with Python 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. Who is this Machine Learning Course with Python course for? Aspiring data scientists eager to harness the power of machine learning. Python enthusiasts aiming to delve into its applications in AI. Professionals in the tech industry seeking a transition into data roles. Academics and researchers wanting to employ machine learning in their work. Business analysts aiming to leverage predictive analytics for better insights. Career path Data Scientist: £40,000 - £70,000 Machine Learning Engineer: £50,000 - £80,000 AI Researcher: £45,000 - £75,000 Data Analyst: £30,000 - £50,000 Python Developer: £35,000 - £65,000 Business Intelligence Developer: £40,000 - £60,000 Prerequisites This Machine Learning Course with Python does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Machine Learning Course with Python 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 to Machine Learning Algorithms Introduction to types of ML algorithm 00:02:00 Module 02: Preprocessing Importing a dataset in python 00:02:00 Resolving Missing Values 00:06:00 Managing Category Variables 00:04:00 Training and Testing Datasets 00:07:00 Normalizing Variables 00:02:00 Normalizing Variables - Python Code 00:03:00 Summary 00:01:00 Module 03: Regression Simple Linear Regression - How it works? 00:04:00 Simple Linear Regreesion - Python Implementation 00:07:00 Multiple Linear Regression - How it works? 00:01:00 Multiple Linear Regression - Python Implementation 00:09:00 Decision Trees - How it works? 00:05:00 Random Forest - How it works? 00:03:00 Decision Trees and Random Forest - Python Implementation 00:04:00 Module 04: Classification kNN - How it works? 00:02:00 kNN - Python Implementation 00:10:00 Decision Tree Classifier and Random Forest Classifier in Python 00:10:00 SVM - How it works? 00:04:00 SVM - Python Implementation 00:06:00 Assignment Assignment - Machine Learning Course with Python 00:00:00

Machine Learning Course with Python
Delivered Online On Demand1 hour 32 minutes
£10.99

Learning Disability Nursing

By Compliance Central

Are you looking to enhance your Learning Disability Nursing skills? If yes, then you have come to the right place. Our comprehensive course on Learning Disability Nursing will assist you in producing the best possible outcome by mastering the Learning Disability Nursing skills. The Learning Disability Nursing course is for those who want to be successful. In the Learning Disability Nursing course, you will learn the essential knowledge needed to become well versed in Learning Disability Nursing. Our course starts with the basics of Learning Disability Nursing and gradually progresses towards advanced topics. Therefore, each lesson of this Learning Disability Nursing course is intuitive and easy to understand. Why would you choose the Learning Disability Nursing course from Compliance Central: Lifetime access to Learning Disability Nursing course materials Full tutor support is available from Monday to Friday with the Learning Disability Nursing course Learn Learning Disability Nursing skills at your own pace from the comfort of your home Gain a complete understanding of Learning Disability Nursing course Accessible, informative Learning Disability Nursing learning modules designed by experts Get 24/7 help or advice from our email and live chat teams with the Learning Disability Nursing Study Learning Disability Nursing in your own time through your computer, tablet or mobile device A 100% learning satisfaction guarantee with your Learning Disability Nursing Course Learning Disability Nursing Curriculum Breakdown of the Learning Disability Nursing Course Course Curriculum: Module 01: Learning Disability and Mental Health Module 02: Learning Disability Nursing Module 03: Psychosocial Interventions Module 04: Psychodynamic Approaches Module 05: Throughout the Lifespan Module 06: Role of the Learning Disability Nurse in Promoting Health and Well-Being Module 07: Care Planning in Mental Health Settings Module 08: Nursing Models and Behavioural Interventions Module 09: The Future of Learning Disability Nursing Module 10: Future Spheres of Practice Certification CPD Accredited (CPD QS) Certificate Digital (PDF) & Hardcopy certificates are available CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Learning Disability Nursing course helps aspiring professionals who want to obtain the knowledge and familiarise themselves with the skillsets to pursue a career in Learning Disability Nursing. It is also great for professionals who are already working in Learning Disability Nursing and want to get promoted at work. Requirements To enrol in this Learning Disability Nursing course, all you need is a basic understanding of the English Language and an internet connection. Career path The Learning Disability Nursing course will enhance your knowledge and improve your confidence in exploring opportunities in various sectors related to Learning Disability Nursing. Learning Disability Nurse: £24,907 to £37,890 per year Senior Learning Disability Nurse: £35,000 to £48,000 per year Learning Disability Nurse Practitioner: £40,000 to £55,000 per year Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

Learning Disability Nursing
Delivered Online On Demand6 hours
£12

Machine Learning and other AI: Are You Ready?

By IIL Europe Ltd

Machine Learning and other AI: Are You Ready? Machine Learning is the latest 'hot' title in computing and Artificial Intelligence. It sounds new but is influencing your life already. Machine Learning and AI will affect more and more of your life as they mature and more enabling technologies intersect with them. Machine Learning will change many disciplines and careers, overcoming scale issues, enabling better knowledge and insights, and augmenting many professions. Are you ready? This and other IIL Learning in Minutes presentations qualify for PDUs. Some titles, such as Agile-related topics may qualify for other continuing education credits such as SEUs, or CEUs. Each professional development activity yields one PDU for one hour spent engaged in the activity. Some limitations apply and can be found in the Ways to Earn PDUs section that discusses PDU activities and associated policies. Fractions of PDUs may also be reported. The smallest increment of a PDU that can be reported is 0.25. This means that if you spent 15 minutes participating in a qualifying PDU activity, you may report 0.25 PDU. If you spend 30 minutes in a qualifying PDU activity, you may report 0.50 PDU.

Machine Learning and other AI: Are You Ready?
Delivered Online On Demand30 minutes
£10

Deep Learning with Vision Systems (TTAI3040)

By Nexus Human

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

Deep Learning with Vision Systems (TTAI3040)
Delivered OnlineFlexible Dates
Price on Enquiry