2220 Courses in Cardiff delivered Online

The course 'Deep Learning & Neural Networks Python - Keras' provides a comprehensive introduction to deep learning using the Keras library in Python. It covers topics ranging from basic neural networks to more advanced concepts, such as convolutional neural networks, image augmentation, and performance improvement techniques for various datasets. Learning Outcomes: Understand the fundamental concepts of deep learning and how it differs from traditional machine learning. Gain proficiency in using Keras, a powerful deep learning library, for building and training neural network models. Develop practical skills in creating and optimizing neural network models for different datasets, including image recognition tasks and regression problems. Why buy this Deep Learning & Neural Networks Python - Keras? 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 Deep Learning & Neural Networks Python - Keras 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 Deep Learning & Neural Networks Python - Keras 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 Deep Learning & Neural Networks Python - Keras does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Deep Learning & Neural Networks Python - Keras 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 Deep Learning & Neural Networks Python - Keras is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Course Introduction and Table of Contents Course Introduction and Table of Contents 00:11:00 Deep Learning Overview Deep Learning Overview - Theory Session - Part 1 00:06:00 Deep Learning Overview - Theory Session - Part 2 00:07:00 Choosing Between ML or DL for the next AI project - Quick Theory Session Choosing Between ML or DL for the next AI project - Quick Theory Session 00:09:00 Preparing Your Computer Preparing Your Computer - Part 1 00:07:00 Preparing Your Computer - Part 2 00:06:00 Python Basics Python Basics - Assignment 00:09:00 Python Basics - Flow Control 00:09:00 Python Basics - Functions 00:04:00 Python Basics - Data Structures 00:12:00 Theano Library Installation and Sample Program to Test Theano Library Installation and Sample Program to Test 00:11:00 TensorFlow library Installation and Sample Program to Test TensorFlow library Installation and Sample Program to Test 00:09:00 Keras Installation and Switching Theano and TensorFlow Backends Keras Installation and Switching Theano and TensorFlow Backends 00:10:00 Explaining Multi-Layer Perceptron Concepts Explaining Multi-Layer Perceptron Concepts 00:03:00 Explaining Neural Networks Steps and Terminology Explaining Neural Networks Steps and Terminology 00:10:00 First Neural Network with Keras - Understanding Pima Indian Diabetes Dataset First Neural Network with Keras - Understanding Pima Indian Diabetes Dataset 00:07:00 Explaining Training and Evaluation Concepts Explaining Training and Evaluation Concepts 00:11:00 Pima Indian Model - Steps Explained Pima Indian Model - Steps Explained - Part 1 00:09:00 Pima Indian Model - Steps Explained - Part 2 00:07:00 Coding the Pima Indian Model Coding the Pima Indian Model - Part 1 00:11:00 Coding the Pima Indian Model - Part 2 00:09:00 Pima Indian Model - Performance Evaluation Pima Indian Model - Performance Evaluation - Automatic Verification 00:06:00 Pima Indian Model - Performance Evaluation - Manual Verification 00:08:00 Pima Indian Model - Performance Evaluation - k-fold Validation - Keras Pima Indian Model - Performance Evaluation - k-fold Validation - Keras 00:10:00 Pima Indian Model - Performance Evaluation - Hyper Parameters Pima Indian Model - Performance Evaluation - Hyper Parameters 00:12:00 Understanding Iris Flower Multi-Class Dataset Understanding Iris Flower Multi-Class Dataset 00:08:00 Developing the Iris Flower Multi-Class Model Developing the Iris Flower Multi-Class Model - Part 1 00:09:00 Developing the Iris Flower Multi-Class Model - Part 2 00:06:00 Developing the Iris Flower Multi-Class Model - Part 3 00:09:00 Understanding the Sonar Returns Dataset Understanding the Sonar Returns Dataset 00:07:00 Developing the Sonar Returns Model Developing the Sonar Returns Model 00:10:00 Sonar Performance Improvement - Data Preparation - Standardization Sonar Performance Improvement - Data Preparation - Standardization 00:15:00 Sonar Performance Improvement - Layer Tuning for Smaller Network Sonar Performance Improvement - Layer Tuning for Smaller Network 00:07:00 Sonar Performance Improvement - Layer Tuning for Larger Network Sonar Performance Improvement - Layer Tuning for Larger Network 00:06:00 Understanding the Boston Housing Regression Dataset Understanding the Boston Housing Regression Dataset 00:07:00 Developing the Boston Housing Baseline Model Developing the Boston Housing Baseline Model 00:08:00 Boston Performance Improvement by Standardization Boston Performance Improvement by Standardization 00:07:00 Boston Performance Improvement by Deeper Network Tuning Boston Performance Improvement by Deeper Network Tuning 00:05:00 Boston Performance Improvement by Wider Network Tuning Boston Performance Improvement by Wider Network Tuning 00:04:00 Save & Load the Trained Model as JSON File (Pima Indian Dataset) Save & Load the Trained Model as JSON File (Pima Indian Dataset) - Part 1 00:09:00 Save & Load the Trained Model as JSON File (Pima Indian Dataset) - Part 2 00:08:00 Save and Load Model as YAML File - Pima Indian Dataset Save and Load Model as YAML File - Pima Indian Dataset 00:05:00 Load and Predict using the Pima Indian Diabetes Model Load and Predict using the Pima Indian Diabetes Model 00:09:00 Load and Predict using the Iris Flower Multi-Class Model Load and Predict using the Iris Flower Multi-Class Model 00:08:00 Load and Predict using the Sonar Returns Model Load and Predict using the Sonar Returns Model 00:10:00 Load and Predict using the Boston Housing Regression Model Load and Predict using the Boston Housing Regression Model 00:08:00 An Introduction to Checkpointing An Introduction to Checkpointing 00:06:00 Checkpoint Neural Network Model Improvements Checkpoint Neural Network Model Improvements 00:10:00 Checkpoint Neural Network Best Model Checkpoint Neural Network Best Model 00:04:00 Loading the Saved Checkpoint Loading the Saved Checkpoint 00:05:00 Plotting Model Behavior History Plotting Model Behavior History - Introduction 00:06:00 Plotting Model Behavior History - Coding 00:08:00 Dropout Regularization - Visible Layer Dropout Regularization - Visible Layer - Part 1 00:11:00 Dropout Regularization - Visible Layer - Part 2 00:06:00 Dropout Regularization - Hidden Layer Dropout Regularization - Hidden Layer 00:06:00 Learning Rate Schedule using Ionosphere Dataset - Intro Learning Rate Schedule using Ionosphere Dataset 00:06:00 Time Based Learning Rate Schedule Time Based Learning Rate Schedule - Part 1 00:07:00 Time Based Learning Rate Schedule - Part 2 00:12:00 Drop Based Learning Rate Schedule Drop Based Learning Rate Schedule - Part 1 00:07:00 Drop Based Learning Rate Schedule - Part 2 00:08:00 Convolutional Neural Networks - Introduction Convolutional Neural Networks - Part 1 00:11:00 Convolutional Neural Networks - Part 2 00:06:00 MNIST Handwritten Digit Recognition Dataset Introduction to MNIST Handwritten Digit Recognition Dataset 00:06:00 Downloading and Testing MNIST Handwritten Digit Recognition Dataset 00:10:00 MNIST Multi-Layer Perceptron Model Development MNIST Multi-Layer Perceptron Model Development - Part 1 00:11:00 MNIST Multi-Layer Perceptron Model Development - Part 2 00:06:00 Convolutional Neural Network Model using MNIST Convolutional Neural Network Model using MNIST - Part 1 00:13:00 Convolutional Neural Network Model using MNIST - Part 2 00:12:00 Large CNN using MNIST Large CNN using MNIST 00:09:00 Load and Predict using the MNIST CNN Model Load and Predict using the MNIST CNN Model 00:14:00 Introduction to Image Augmentation using Keras Introduction to Image Augmentation using Keras 00:11:00 Augmentation using Sample Wise Standardization Augmentation using Sample Wise Standardization 00:10:00 Augmentation using Feature Wise Standardization & ZCA Whitening Augmentation using Feature Wise Standardization & ZCA Whitening 00:04:00 Augmentation using Rotation and Flipping Augmentation using Rotation and Flipping 00:04:00 Saving Augmentation Saving Augmentation 00:05:00 CIFAR-10 Object Recognition Dataset - Understanding and Loading CIFAR-10 Object Recognition Dataset - Understanding and Loading 00:12:00 Simple CNN using CIFAR-10 Dataset Simple CNN using CIFAR-10 Dataset - Part 1 00:09:00 Simple CNN using CIFAR-10 Dataset - Part 2 00:06:00 Simple CNN using CIFAR-10 Dataset - Part 3 00:08:00 Train and Save CIFAR-10 Model Train and Save CIFAR-10 Model 00:08:00 Load and Predict using CIFAR-10 CNN Model Load and Predict using CIFAR-10 CNN Model 00:16:00 RECOMENDED READINGS Recomended Readings 00:00:00

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Immerse yourself in the pivotal realm of mental health care with our 'Mental Health Care - MCA & DOLS' course, a beacon for those committed to the betterment of individuals with mental capacity challenges. Initiate your path with an in-depth understanding of the Mental Capacity Act (MCA), and acquire the competence to conduct assiduous mental capacity assessments. The learning trajectory advances through the practicalities of making decisions for others, entailing not just knowledge but empathy and respect for the individuals you aim to support. Each module is intricately designed to facilitate your growth as a guardian of mental well-being, exploring advocacy, planning ahead for individuals' care needs, and the intricacies of providing support to those who cannot make decisions for themselves. The coursework lays a strong foundation in confidentiality, record-keeping, and comprehending the public bodies under the MCA Act 2005. Navigating the intersection of legislation, policy, and the Deprivation of Liberty Safeguards (DOLS), you'll become proficient in authorised deprivation and the legal frameworks that support ethical and lawful care, even in unprecedented times such as a pandemic. Learning Outcomes Decode the intricacies of the Mental Capacity Act and its application in care. Perform accurate assessments regarding patients' mental capacity. Navigate the process of making 'best interest' decisions in complex scenarios. Uphold confidentiality while maintaining meticulous records. Understand the regulatory frameworks, including DOLS and their application during critical events. Why choose this Mental Health Care - MCA & DOLS 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 Mental Health Care - MCA & DOLS 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 Mental Health Care - MCA & DOLS course for? Individuals keen on specialising in mental health care provision. Staff within care facilities requiring proficiency in MCA and DOLS. Legal practitioners focusing on mental health legislation. Healthcare management professionals overseeing compliance with mental health acts. Policymakers developing guidelines for care in mental health crises. Career path Mental Health Support Worker: £18,000 - £24,000 Care Home Manager: £28,000 - £35,000 Mental Health Advocate: £20,000 - £27,000 Mental Health Nurse: £25,000 - £35,000 Social Services Manager: £30,000 - £45,000 Healthcare Compliance Officer: £25,000 - £40,000 Prerequisites This Mental Health Care - MCA & DOLS does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Mental Health Care - MCA & DOLS 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. The Mental Capacity Act The Mental Capacity Act 00:17:00 Module 02. Assessment of Mental Capacity Assessment of Mental Capacity 00:16:00 Module 03. Best Interest Decision Making Best Interest Decision Making 00:23:00 Module 04. Advocacy and Advance Planning Advocacy and Advance Planning 00:17:00 Module 05. Providing Care or Treatment to People Who Lack Capacity Providing Care or Treatment to People Who Lack Capacity 00:16:00 Module 06. Confidentiality and Record Keeping Confidentiality and Record Keeping 00:13:00 Module 07. Public Bodies and Services Created by MCA Act 2005 Public Bodies and Services Created by MCA Act 2005 00:12:00 Module 08. Interface with Legislation, Policy and Procedures Interface with Legislation, Policy and Procedures 00:17:00 Module 09. Deprivation of Liberty Safeguards Deprivation of Liberty Safeguards 00:19:00 Module 10. Authorised Deprivation Authorised Deprivation 00:22:00 Module 11. Legal Background to DOLS Legal Background to DOLS 00:16:00 Module 12. The Mental Capacity Act (2005) and Deprivation of Liberty Safeguards During a Pandemic The Mental Capacity Act (2005) and Deprivation of Liberty Safeguards During a Pandemic 00:20:00 Module 13. Liberty Protection Safeguards (LPS) Liberty Protection Safeguards (LPS) 00:25:00 Recommended Materials Recommended Readings - Mental Health Care - MCA & DOLS 00:00:00 Workbooks - Mental Health Care - MCA & DOLS 00:00:00 Assignment Assignment - Mental Health Care - MCA & DOLS 00:00:00

Explore the fascinating world of child psychology with our Child Psychology Advanced Diploma Level 5 course. Gain insight into child development theories, factors influencing development, and practical strategies for promoting healthy development. Perfect for parents, educators, and childcare professionals alike.

Overview This Deep Learning & Neural Networks Python - Keras: For Dummies course will unlock your full potential and will show you how to excel in a career in Deep Learning & Neural Networks Python - Keras: For Dummies. So upskill now and reach your full potential. Everything you need to get started in Deep Learning & Neural Networks Python - Keras: For Dummies is available in this course. Learning and progressing are the hallmarks of personal development. This Deep Learning & Neural Networks Python - Keras: For Dummies will quickly teach you the must-have skills needed to start in the relevant industry. In This Deep Learning & Neural Networks Python - Keras: For Dummies Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Deep Learning & Neural Networks Python - Keras: For Dummies skills to help you advance your career. Acquire a comprehensive understanding of various Deep Learning & Neural Networks Python - Keras: For Dummies topics and tips from industry experts. Learn in-demand Deep Learning & Neural Networks Python - Keras: For Dummies skills that are in high demand among UK employers, which will help you to kickstart your career. This Deep Learning & Neural Networks Python - Keras: For Dummies course covers everything you must know to stand against the tough competition in the Deep Learning & Neural Networks Python - Keras: For Dummies field.  The future is truly yours to seize with this Deep Learning & Neural Networks Python - Keras: For Dummies. Enrol today and complete the course to achieve a Deep Learning & Neural Networks Python - Keras: For Dummies certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Deep Learning & Neural Networks Python - Keras: For Dummies course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Deep Learning & Neural Networks Python - Keras: For Dummies course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Deep Learning & Neural Networks Python - Keras: For Dummies course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Deep Learning & Neural Networks Python - Keras: For Dummies is suitable for anyone aspiring to start a career in Deep Learning & Neural Networks Python - Keras: For Dummies; even if you are new to this and have no prior knowledge on Deep Learning & Neural Networks Python - Keras: For Dummies, this course is going to be very easy for you to understand.  And if you are already working in the Deep Learning & Neural Networks Python - Keras: For Dummies field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Deep Learning & Neural Networks Python - Keras: For Dummies course is a win-win for you in all aspects.  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 This Deep Learning & Neural Networks Python - Keras: For Dummies course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Deep Learning & Neural Networks Python - Keras: For Dummies 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 Deep Learning & Neural Networks Python - Keras: For Dummies course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Course Introduction and Table of Contents Course Introduction and Table of Contents 00:11:00 Deep Learning Overview Deep Learning Overview - Theory Session - Part 1 00:06:00 Deep Learning Overview - Theory Session - Part 2 00:07:00 Choosing Between ML or DL for the next AI project - Quick Theory Session Choosing Between ML or DL for the next AI project - Quick Theory Session 00:09:00 Preparing Your Computer Preparing Your Computer - Part 1 00:07:00 Preparing Your Computer - Part 2 00:06:00 Python Basics Python Basics - Assignment 00:09:00 Python Basics - Flow Control 00:09:00 Python Basics - Functions 00:04:00 Python Basics - Data Structures 00:12:00 Theano Library Installation and Sample Program to Test Theano Library Installation and Sample Program to Test 00:11:00 TensorFlow library Installation and Sample Program to Test TensorFlow library Installation and Sample Program to Test 00:09:00 Keras Installation and Switching Theano and TensorFlow Backends Keras Installation and Switching Theano and TensorFlow Backends 00:10:00 Explaining Multi-Layer Perceptron Concepts Explaining Multi-Layer Perceptron Concepts 00:03:00 Explaining Neural Networks Steps and Terminology Explaining Neural Networks Steps and Terminology 00:10:00 First Neural Network with Keras - Understanding Pima Indian Diabetes Dataset First Neural Network with Keras - Understanding Pima Indian Diabetes Dataset 00:07:00 Explaining Training and Evaluation Concepts Explaining Training and Evaluation Concepts 00:11:00 Pima Indian Model - Steps Explained Pima Indian Model - Steps Explained - Part 1 00:09:00 Pima Indian Model - Steps Explained - Part 2 00:07:00 Coding the Pima Indian Model Coding the Pima Indian Model - Part 1 00:11:00 Coding the Pima Indian Model - Part 2 00:09:00 Pima Indian Model - Performance Evaluation Pima Indian Model - Performance Evaluation - Automatic Verification 00:06:00 Pima Indian Model - Performance Evaluation - Manual Verification 00:08:00 Pima Indian Model - Performance Evaluation - k-fold Validation - Keras Pima Indian Model - Performance Evaluation - k-fold Validation - Keras 00:10:00 Pima Indian Model - Performance Evaluation - Hyper Parameters Pima Indian Model - Performance Evaluation - Hyper Parameters 00:12:00 Understanding Iris Flower Multi-Class Dataset Understanding Iris Flower Multi-Class Dataset 00:08:00 Developing the Iris Flower Multi-Class Model Developing the Iris Flower Multi-Class Model - Part 1 00:09:00 Developing the Iris Flower Multi-Class Model - Part 2 00:06:00 Developing the Iris Flower Multi-Class Model - Part 3 00:09:00 Understanding the Sonar Returns Dataset Understanding the Sonar Returns Dataset 00:07:00 Developing the Sonar Returns Model Developing the Sonar Returns Model 00:10:00 Sonar Performance Improvement - Data Preparation - Standardization Sonar Performance Improvement - Data Preparation - Standardization 00:15:00 Sonar Performance Improvement - Layer Tuning for Smaller Network Sonar Performance Improvement - Layer Tuning for Smaller Network 00:07:00 Sonar Performance Improvement - Layer Tuning for Larger Network Sonar Performance Improvement - Layer Tuning for Larger Network 00:06:00 Understanding the Boston Housing Regression Dataset Understanding the Boston Housing Regression Dataset 00:07:00 Developing the Boston Housing Baseline Model Developing the Boston Housing Baseline Model 00:08:00 Boston Performance Improvement by Standardization Boston Performance Improvement by Standardization 00:07:00 Boston Performance Improvement by Deeper Network Tuning Boston Performance Improvement by Deeper Network Tuning 00:05:00 Boston Performance Improvement by Wider Network Tuning Boston Performance Improvement by Wider Network Tuning 00:04:00 Save & Load the Trained Model as JSON File (Pima Indian Dataset) Save & Load the Trained Model as JSON File (Pima Indian Dataset) - Part 1 00:09:00 Save & Load the Trained Model as JSON File (Pima Indian Dataset) - Part 2 00:08:00 Save and Load Model as YAML File - Pima Indian Dataset Save and Load Model as YAML File - Pima Indian Dataset 00:05:00 Load and Predict using the Pima Indian Diabetes Model Load and Predict using the Pima Indian Diabetes Model 00:09:00 Load and Predict using the Iris Flower Multi-Class Model Load and Predict using the Iris Flower Multi-Class Model 00:08:00 Load and Predict using the Sonar Returns Model Load and Predict using the Sonar Returns Model 00:10:00 Load and Predict using the Boston Housing Regression Model Load and Predict using the Boston Housing Regression Model 00:08:00 An Introduction to Checkpointing An Introduction to Checkpointing 00:06:00 Checkpoint Neural Network Model Improvements Checkpoint Neural Network Model Improvements 00:10:00 Checkpoint Neural Network Best Model Checkpoint Neural Network Best Model 00:04:00 Loading the Saved Checkpoint Loading the Saved Checkpoint 00:05:00 Plotting Model Behavior History Plotting Model Behavior History - Introduction 00:06:00 Plotting Model Behavior History - Coding 00:08:00 Dropout Regularization - Visible Layer Dropout Regularization - Visible Layer - Part 1 00:11:00 Dropout Regularization - Visible Layer - Part 2 00:06:00 Dropout Regularization - Hidden Layer Dropout Regularization - Hidden Layer 00:06:00 Learning Rate Schedule using Ionosphere Dataset - Intro Learning Rate Schedule using Ionosphere Dataset 00:06:00 Time Based Learning Rate Schedule Time Based Learning Rate Schedule - Part 1 00:07:00 Time Based Learning Rate Schedule - Part 2 00:12:00 Drop Based Learning Rate Schedule Drop Based Learning Rate Schedule - Part 1 00:07:00 Drop Based Learning Rate Schedule - Part 2 00:08:00 Convolutional Neural Networks - Introduction Convolutional Neural Networks - Part 1 00:11:00 Convolutional Neural Networks - Part 2 00:06:00 MNIST Handwritten Digit Recognition Dataset Introduction to MNIST Handwritten Digit Recognition Dataset 00:06:00 Downloading and Testing MNIST Handwritten Digit Recognition Dataset 00:10:00 MNIST Multi-Layer Perceptron Model Development MNIST Multi-Layer Perceptron Model Development - Part 1 00:11:00 MNIST Multi-Layer Perceptron Model Development - Part 2 00:06:00 Convolutional Neural Network Model using MNIST Convolutional Neural Network Model using MNIST - Part 1 00:13:00 Convolutional Neural Network Model using MNIST - Part 2 00:12:00 Large CNN using MNIST Large CNN using MNIST 00:09:00 Load and Predict using the MNIST CNN Model Load and Predict using the MNIST CNN Model 00:14:00 Introduction to Image Augmentation using Keras Introduction to Image Augmentation using Keras 00:11:00 Augmentation using Sample Wise Standardization Augmentation using Sample Wise Standardization 00:10:00 Augmentation using Feature Wise Standardization & ZCA Whitening Augmentation using Feature Wise Standardization & ZCA Whitening 00:04:00 Augmentation using Rotation and Flipping Augmentation using Rotation and Flipping 00:04:00 Saving Augmentation Saving Augmentation 00:05:00 CIFAR-10 Object Recognition Dataset - Understanding and Loading CIFAR-10 Object Recognition Dataset - Understanding and Loading 00:12:00 Simple CNN using CIFAR-10 Dataset Simple CNN using CIFAR-10 Dataset - Part 1 00:09:00 Simple CNN using CIFAR-10 Dataset - Part 2 00:06:00 Simple CNN using CIFAR-10 Dataset - Part 3 00:08:00 Train and Save CIFAR-10 Model Train and Save CIFAR-10 Model 00:08:00 Load and Predict using CIFAR-10 CNN Model Load and Predict using CIFAR-10 CNN Model 00:16:00 RECOMENDED READINGS Recomended Readings 00:00:00

Register on the Health and Social Care - Level 5 today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a certificate as proof of your course completion. The Health and Social Care - Level 5 course is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablets, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With The Health and Social Care - Level 5 course Receive a digital certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Certification After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. Who Is This Course For: The course is ideal for those who already work in this sector or are aspiring professionals. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements: The online training is open to all students and has no formal entry requirements. To study the Health and Social Care - Level 5 course, all you need is a passion for learning, A good understanding of English, numeracy, and IT skills. You must also be over the age of 16.  Course Content Health and Social Care - Level 5 Module 1: Introduction to Health and Social Care Module 1: Introduction to Health and Social Care 00:19:00 Module 2: Communication and its Relevance Module 2: Communication and its Relevance 00:42:00 Module 3: Rights and Responsibilities as a Health and Social Care Worker Module 3: Rights and Responsibilities as a Health and Social Care Worker 00:38:00 Module 4: Role as A Caregiver and Healthcare Professional Module 4: Role as A Caregiver and Healthcare Professional 00:26:00 Module 5: Working in Health and Social Care; Promoting Equality, Diversity and Rights Module 5: Working in Health and Social Care; Promoting Equality, Diversity and Rights 00:49:00 Module 6: Important Principles and Policies in Health and Social Care Work Module 6: Important Principles and Policies in Health and Social Care Work 00:23:00 Module 7: Understanding Legal, Professional Standards of Practice and Ethical Aspects of Health Care Part - 1 Module 7: Understanding Legal, Professional Standards of Practice and Ethical Aspects of Health Care Part - 1 00:50:00 Module 8: Understanding Legal, Professional Standards of Practice and Ethical Aspects of Health Care Part - 2 Module 8: Understanding Legal, Professional Standards of Practice and Ethical Aspects of Health Care Part - 2 00:48:00 Module 9: Safeguarding Vulnerable Individuals Module 9: Safeguarding Vulnerable Individuals 00:52:00 Module 10: Health and Safety Responsibilities Module 10: Health and Safety Responsibilities 00:51:00 Module 11: Risk Management in Health and Social Care Module 11: Risk Management in Health and Social Care 00:03:00 Recommended Readings Recommended Readings - Health and Social Care - Level 5 03:10:00 Optional Assignment Optional Assignment - Health and Social Care - Level 5 2 weeks, 2 days Recommended Materials Workbooks - Health and Social Care - Level 5 01:54:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

Overview Visual Merchandising Diploma opens doors to the captivating world of retail aesthetics. In an era where online shopping dominates, brick-and-mortar stores are reinventing themselves to offer unique experiences. The UK retail sector, valued at £358 billion in 2020, is constantly evolving, and visual merchandising plays a crucial role in this transformation. Our Visual Merchandising Diploma equips you with the skills to create eye-catching displays, optimize store layouts, and craft immersive brand experiences. From mastering exterior design to understanding the intricacies of in-store aesthetics, this course covers it all. With the rise of experiential retail, the demand for skilled visual merchandisers is soaring. This Visual Merchandising Diploma is your pathway to a creative career where artistry meets commerce. You'll gain the expertise to design window displays for high-street brands or curate in-store experiences for luxury boutiques. Join us and become a key player in the visual revolution reshaping the retail landscape. Your future in Visual Merchandising starts here with our comprehensive Visual Merchandising Diploma. In this Visual Merchandising Diploma course, you will: Sharpen your skills to help you advance your career. Acquire a comprehensive understanding of various related topics and tips from industry experts. Learn in-demand knowledge and skills in high demand among UK employers, which will help to kickstart your career. Enrolling in the Visual Merchandising course can assist you in getting into your desired career faster than you ever imagined. So without further ado, start now! 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 After completing the Visual Merchandising Diploma course, you will receive your CPD-accredited Digital/PDF Certificate for £5.99. To get the hardcopy certificate for £12.99, you must also pay the shipping charge of just £3.99 (UK) and £10.99 (International). Who Is This Course for? This Visual Merchandising Diploma 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 There is no prerequisite to enrol in this course. You don't need any educational qualification or experience to enrol in the Visual Merchandising Diploma 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 Visual Merchandising Diploma 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 Visual Merchandising Diploma Module 01: Introduction to Visual Merchandising Module 01: Introduction to Visual Merchandising 00:19:00 Assessment Module 01 Module 01 Final Quiz Exam - Visual Merchandising Diploma 00:10:00 Module 02: Store Layouts Module 02: Store Layouts 00:23:00 Assessment Module 02 Module 02 Final Quiz Exam - Visual Merchandising Diploma 00:10:00 Module 03: Exterior Design Module 03: Exterior Design 00:23:00 Assessment Module 03 Module 03 Final Quiz Exam - Visual Merchandising Diploma 00:10:00 Module 04: In-Store Design Module 04: In-Store Design 00:17:00 Assessment Module 04 Module 04 Final Quiz Exam - Visual Merchandising Diploma 00:10:00 Module 05: Mannequins in Visual Merchandising Module 05: Mannequins in Visual Merchandising 00:23:00 Assessment Module 05 Module 05 Final Quiz Exam - Visual Merchandising Diploma 00:10:00 Module 06: Display Fixtures Module 06: Display Fixtures 00:24:00 Assessment Module 06 Module 06 Final Quiz Exam - Visual Merchandising Diploma 00:10:00 Module 07: The Role of a Visual Merchandiser Module 07: The Role of a Visual Merchandiser 00:18:00 Assessment Module 07 Module 07 Final Quiz Exam - Visual Merchandising Diploma 00:10:00 Module 08: Challenges of Modern Visual Merchandising Module 08: Challenges of Modern Visual Merchandising 00:22:00 Assessment Module 08 Module 08 Final Quiz Exam - Visual Merchandising Diploma 00:10:00 Recommended Readings Recommended Readings - Visual Merchandising Diploma 1 week, 1 day Optional Assignment Optional Assignment - Visual Merchandising Diploma 1 week, 1 day Feedback Learner Feedback 00:00:00

Overview This Mental Health Care - MCA & DOLS course will unlock your full potential and will show you how to excel in a career in Mental Health Care - MCA & DOLS. So upskill now and reach your full potential. Everything you need to get started in Mental Health Care - MCA & DOLS is available in this course. Learning and progressing are the hallmarks of personal development. This Mental Health Care - MCA & DOLS will quickly teach you the must-have skills needed to start in the relevant industry. In This Mental Health Care - MCA & DOLS Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Mental Health Care - MCA & DOLS skills to help you advance your career. Acquire a comprehensive understanding of various Mental Health Care - MCA & DOLS topics and tips from industry experts. Learn in-demand Mental Health Care - MCA & DOLS skills that are in high demand among UK employers, which will help you to kickstart your career. This Mental Health Care - MCA & DOLS course covers everything you must know to stand against the tough competition in the Mental Health Care - MCA & DOLS field.  The future is truly yours to seize with this Mental Health Care - MCA & DOLS. Enrol today and complete the course to achieve a Mental Health Care - MCA & DOLS certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Mental Health Care - MCA & DOLS course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Mental Health Care - MCA & DOLS course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Mental Health Care - MCA & DOLS course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Mental Health Care - MCA & DOLS is suitable for anyone aspiring to start a career in Mental Health Care - MCA & DOLS; even if you are new to this and have no prior knowledge on Mental Health Care - MCA & DOLS, this course is going to be very easy for you to understand.  And if you are already working in the Mental Health Care - MCA & DOLS field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Mental Health Care - MCA & DOLS course is a win-win for you in all aspects.  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 This Mental Health Care - MCA & DOLS course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Mental Health Care - MCA & DOLS 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 Mental Health Care - MCA & DOLS course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Mental Health Care - MCA & DOLS Module 01. The Mental Capacity Act The Mental Capacity Act 00:15:00 Module 02. Assessment of Mental Capacity Assessment of Mental Capacity 00:12:00 Module 03. Best Interest Decision Making Best Interest Decision Making 00:22:00 Module 04. Advocacy and Advance Planning Advocacy and Advance Planning 00:15:00 Module 05. Providing Care or Treatment to People Who Lack Capacity Providing Care or Treatment to People Who Lack Capacity 00:14:00 Module 06. Confidentiality and Record Keeping Confidentiality and Record Keeping 00:10:00 Module 07. Public Bodies and Services Created by MCA Act 2005 Public Bodies and Services Created by MCA Act 2005 00:08:00 Module 08. Interface with Legislation, Policy and Procedures Interface with Legislation, Policy and Procedures 00:14:00 Module 09. DOLS to LPS DOLS to LPS 00:23:00 Module 10. Authorised Deprivation Authorised Deprivation 00:19:00 Module 11. Legal Background to DOLS Legal Background to DOLS 00:14:00 Module 12. The Mental Capacity Act (2005) and Deprivation of Liberty Safeguards During a Pandemic The Mental Capacity Act (2005) and Deprivation of Liberty Safeguards During a Pandemic 00:17:00 Module 13. Liberty Protection Safeguards (LPS) Liberty Protection Safeguards (LPS) 00:23:00 Recommended Materials Recommended Readings - Mental Health Care - MCA & DOLS 1 week, 1 day Workbooks - Mental Health Care - MCA & DOLS 03:50:00 Optional Assignment Optional Assignment - Mental Health Care - MCA & DOLS 1 week, 1 day

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