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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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This Diploma in Real Estate Agent course is endorsed by The Quality Licence Scheme and accredited by CPDQS (with 150 CPD points)to make your skill development & career progression more accessible than ever! Our Bundle contains 5 of our premium courses for one discounted price: Course 01: Real Estate Agents | Online Course Course 02: Property Management Course 03: Social Housing and Tenant Management Level 2 Course 04: Decision-Making Course 05: Sales: Psychology of Customers Course 06: Property Law and Legislation Course 07: Understanding Wills and Probate Laws - Level 2 Course 08: Digital Marketing and Advertising Level 3 Course 09: Customer Relationship Management Course 10: Assertiveness and Self Confidence Development Course 11: Effective Communication Skills Don't miss out on this opportunity to unlock your potential in the lucrative real estate industry. This course bundle provides the perfect springboard to launch your career as a sought-after real estate agent. Enrol today and take control of your future! Learning Outcomes of Real Estate Agent Course Gain a thorough understanding of UK property law and legislation. Master effective communication and customer relationship management techniques. Develop strong negotiation skills to secure the best deals for your clients. Learn the psychology of sales to understand and influence customer behavior. Explore the complexities of social housing and tenant management. Build confidence and assertiveness to thrive in the dynamic real estate industry. Why Choose Us? Get a Free CPD Accredited Certificate upon completion of Real Estate Agent Get a free student ID card with Real Estate Agent Training program (£10 postal charge will be applicable for international delivery) The Real Estate Agent is affordable and simple to understand This course is entirely online, interactive lesson with voiceover audio Get Lifetime access to the Real Estate Agent course materials The Real Estate Agent comes with 24/7 tutor support Start your learning journey straightaway! *** Course Curriculum *** Course 01: Real Estate Agents | Online Course Introduction To The Course The History, Job Role And Requirements Of Estate Agents The Types And Classification Of Estate Agents How To Be A Successful Estate Agent How To List Properties Handling The Valuation Process Negotiation Strategies And Skills All About Selling Properties All About Letting Properties Digital Marketing For Estate Agents Key Legislation Course 02: Property Management Module 1 - Introduction to Property Management Module 2 - The Role and Responsibilities of a Property Manager Module 3 - Listing Properties and Marketing Module 4 - The Letting Process and Tenancy Agreement Module 5 - The Property Management Process Module 6 - Keeping Tenants Long Term Module 7 - Regulations of Property Management Module 8 - Changes in the UK Property Market: An Opportunity Course 03: Social Housing and Tenant Management Level 2 Module 01: Introduction To Social Housing Module 02: Tenant Selection And Tenant Management Module 03: Managing Rental Income And Arrears Module 04: Maintenance, Safety, And Security Of Social Housing Module 05: Resident Involvement In Social Housing Module 06: Dealing With Anti-Social Behaviours Module 07: Career Prospects Of Social Housing Manager =========>>>>> And 9 More Courses <<<<<========= How will I get my Certificate? After successfully completing the course, you will be able to order your Certificates as proof of your achievement. PDF Certificate: Free (Previously it was £12.99*11 = £143) CPD Hard Copy Certificate: £29.99 CPD 260 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this bundle. This bundle is ideal for: Newcomers Career changers Estate agents Property managers Investors Entrepreneurs Requirements You will not need any prior background or expertise to enrol in this bundle. Career path The Real Estate Agent course will boost your CV and aims to help you get the job or even the long-awaited promotion of your dreams. 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Explore the fundamentals of safe and responsible driving with our comprehensive 'Driving Theory: Rules and Responsibilities' course. From understanding road rules to mastering defensive driving techniques, prepare for success on the road and ace your driving test. Enroll now!

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Ignite your dynamic career and strengthen your deep insight knowledge by signing up for Social Science for Beginners. This course is the ideal approach for you to obtain a thorough understanding and knowledge of the subject. We are concerned about the progression of your career. Therefore, after conducting extensive studies and consulting with experienced personnel, we formulated this outstanding Social Science for Beginners course to improve your pertinent skills. In this easy-to-digest course, you will get exclusive training, which will enable you to stand out in this competitive market. However, the course covers all of the recent materials in order to keep you up to date with the job market and make you a good fit for your career. This top-notch Social Science for Beginners course curriculum comprises basic to advanced levels of modules that will increase your skill sets. After completing this programme, you will attain the productivity to succeed in your organisation. So, if you are eager to see yourself in a gratifying career, then enrol in the course today! What will Make You Stand Out? On completion of this Social Science for Beginners online course, you will gain: CPD QS Accredited course After successfully completing the Course, you will receive a FREE PDF Certificate as evidence of your newly acquired abilities. Lifetime access to the whole collection of learning materials. Enroling in the Course has no additional cost. 24x7 Tutor Support You can study and complete the course at your own pace. Course Curriculum Social Science for Beginners Module 01: Introduction to Social Science Module 02: Science and Social Science Module 03: Philosophy of Social Science Module 04: Sociology: Part 1 Module 05: Sociology: Part 2 Module 06: Economics Module 07: Anthropology and Archaeology Module 08: Political Science Module 09: Linguistics and Psychology Module 10: History Module 11: Geography Module 12: Communication and Media Studies Module 13: Research Methods Module 14: Social Science in Modern Times Show off your new skills with a certificate of completion. After successfully completing the course, you can order your CPD Accredited Certificates as proof of your achievement absolutely free. Please Note: The delivery charge inside the U.K. is £4.99, and international students have to pay £8.99. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Is This Course the Right Option for You? This Social Science for Beginners course is open to everybody. You can access the course materials from any location in the world and there are no requirements for enrolment. Requirements Without any formal requirements, you can delightfully enrol in this Social Science for Beginners course. Just get a device with internet connectivity and you are ready to start your learning journey. Thus, complete this course at your own pace. Career path The aim of this exclusive Social Science for Beginners course is to help you toward your dream career. So, complete this course and enhance your skills to explore opportunities in relevant areas.

Overview Herbalists have been treating mental and physical ailments and diseases for thousands of years. Gain the skills to become a herbalist and cure people naturally! This course will introduce you to the fundamentals of herbal medicine, and explores how to prepare external remedies for treating various ailments. You'll learn how to use herbs as complementary treatments and grow your own herbs, as well as take a look at the history and tradition of herbalists. Combining modern medicine with the information in this course will help you to lead a healthier, longer life, bringing you closer to nature and its healing effects. Enrol today and gain your Herbalist diploma to start curing clients naturally!  Why buy this Herbalist? 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 Herbalist you will be able to take the MCQ test that will assess your knowledge. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Herbalist does not require you to have any prior qualifications or experience. You can just enrol and start learning.  Prerequisites This Herbalist 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 Herbalist is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Herbalist Introduction to Herbal Medicine 00:18:00 Regulations and Safety 00:10:00 Introduction to Botany 00:09:00 Chemistry of Herbs 00:22:00 Preparation of Herbal Remedies 00:27:00 Herbal Hair and Skin Care 00:30:00 Herbalist Approach and Conventional Herbal Medicines 00:17:00 Herbs of Bible and China 00:14:00 Ayurvedic Medicine 00:22:00 Aromatherapy 00:22:00 Creating a Successful Herbal Business 00:09:00 Mock Exam Mock Exam - Herbalist 00:20:00 Final Exam Final Exam - Herbalist 00:20:00

Criminal Psychology is yet another 'Teacher's Choice' course from Teachers Training for a complete understanding of the fundamental topics. You are also entitled to exclusive tutor support and a professional CPD-accredited certificate in addition to the special discounted price for a limited time. Just like all our courses, this Criminal Psychology and its curriculum have also been designed by expert teachers so that teachers of tomorrow can learn from the best and equip themselves with all the necessary skills. Consisting of several modules, the course teaches you everything you need to succeed in this profession. The course can be studied part-time. You can become accredited within 3 hours studying at your own pace. Your qualification will be recognised and can be checked for validity on our dedicated website. Why Choose Teachers Training Some of our website features are: This is a dedicated website for teaching 24/7 tutor support Interactive Content Affordable price Courses accredited by the UK's top awarding bodies 100% online Flexible deadline Entry Requirements No formal entry requirements. You need to have: Passion for learning A good understanding of the English language Be motivated and hard-working Over the age of 16. Certification CPD Certification from The Teachers Training Successfully completing the MCQ exam of this course qualifies you for a CPD-accredited certificate from The Teachers Training. You will be eligible for both PDF copy and hard copy of the certificate to showcase your achievement however you wish. You can get your digital certificate (PDF) for £4.99 only Hard copy certificates are also available, and you can get one for only £10.99 You can get both PDF and Hard copy certificates for just £12.99! The certificate will add significant weight to your CV and will give you a competitive advantage when applying for jobs. Introduction Interventions to reduce risk of re-offending 00:07:00 History of development of Forensic Psychology 00:06:00 Research Methods in Forensic Psychology Research Design and Methodology 00:12:00 Critical evaluation of psychological research 00:09:00 Criminology What is Criminology? 00:10:00 Understanding Crime 00:10:00 Classification and Measurement of Crimes 00:10:00 Characteristics of Offenders (Criminals) 00:10:00 Theories of Offending Introduction to theories of offending 00:06:00 Theories of sexual offending 00:08:00 Theories of violent offending 00:08:00 Theories of fire-setting behaviour 00:08:00 Personal Attributes of Offenders Personal characteristics of offenders 00:06:00 Personality disordered offenders 00:06:00 Psychopathic offenders 00:07:00 Mental Illness and offending 00:07:00 Forensic Psychology in Police Investigations An Introduction to Offender Profiling 00:05:00 Approaches to Offender Profiling 00:05:00 The Effectiveness of Offender Profiling 00:06:00 Forensic Psychology in the Courtroom Eye-witness testimony 00:07:00 Expert witness testimony 00:04:00 Attitudes towards victims 00:06:00 Forensic Psychology in Practice 'What works' literature in reducing re-offending 00:06:00 Incident management (Crisis Negotiation) 00:08:00 Introduction: About the Course and the Tutor 00:03:00

Dive deep into the world of art with our 'Art Curation Course', a journey that uncovers the nuances of selecting, displaying, and conserving artwork. As you move from one module to another, learn the intricate details of exhibition design, communication techniques, and the contemporary challenges of the digital age. By the culmination of this course, not only will you grasp the essentials of curatorial innovation, but you'll also master the skills of collaboration, funding, and sustainability in the ever-evolving art landscape. Learning Outcomes Understand the foundational principles of art curation and the processes of art selection and collection development. Master the art of exhibition design, space management, and efficient installation techniques. Acquire knowledge about art conservation, preservation, and interpretation. Develop marketing strategies for exhibitions and understand the intricacies of funding and sustainability. Explore curatorial innovations, digital age implications, and the importance of teamwork in curating exhibitions. Why buy this Art Curation Course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Art Curation Course for? Aspiring art curators keen to understand the intricacies of the industry. Art enthusiasts looking to transform their passion into a profession. Museum and gallery professionals aiming to enhance their curatorial knowledge. Artists seeking to understand exhibition management from a curatorial perspective. Event planners aiming to diversify their expertise into art exhibitions. Career path Art Curator: £40,000 - £60,000 Exhibition Designer: £28,000 - £45,000 Museum Conservator: £30,000 - £50,000 Art Marketing Specialist: £27,000 - £42,000 Gallery Manager: £25,000 - £40,000 Digital Exhibition Coordinator: £35,000 - £55,000 Prerequisites This Art Curation Course does not require you to have any prior qualifications or experience. You can just enrol and start learning. This course was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Module 01: Introduction to Art Curation Introduction to Art Curation 00:20:00 Module 02: Art Selection and Collection Development Art Selection and Collection Development 00:17:00 Module 03: Exhibition Design and Space Management Exhibition Design and Space Management 00:16:00 Module 04: Interpretation and Communication Interpretation and Communication 00:16:00 Module 05: Conservation and Preservation Conservation and Preservation 00:16:00 Module 06: Marketing and Promotion Marketing and Promotion 00:16:00 Module 07: Curatorial Challenges and Innovations Curatorial Challenges and Innovations 00:14:00 Module 08: Collaboration and Team Management Collaboration and Team Management 00:16:00 Module 09: Exhibition Installation and Logistics Module 09: Exhibition Installation and Logistics 00:16:00 Module 10: Curating in the Digital Age Curating in the Digital Age 00:14:00 Module 11: Exhibition Funding and Sustainability Exhibition Funding and Sustainability 00:13:00 Module 12: Final Exhibition Project Final Exhibition Project 00:13:00