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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

Are you interested in learning and deploying applications at scale using Google Cloud platform? Do you lack hands-on exposure when it comes to deploying applications and seeing them in action? Then this course is for you. You will also learn microservices and event-driven architectures with real-world use case implementations.

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Go from Beginner to Super Advance Level in Machine Learning Algorithms using Python and Mathematical Insights

Boost Your Career with Apex Learning and Get Noticed By Recruiters in this Hiring Season! Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Podiatry Diploma: Learn Foot Care Techniques Now The world of podiatry is a fascinating one - a world where the tiniest details matter and every step can make a difference. If you're considering a career in podiatry, you'll be pleased to know that it's a field with excellent earning potential in the UK. According to data, the average salary for a podiatrist in the UK is around £28,000 to £45,000 per year, depending on experience and location. Senior podiatrists can earn up to £70,000 or more per year, while those who work in private practice can earn even more. So, why wait? Dive into our Podiatry Diploma: Learn Foot Care Techniques bundle of courses today and discover the endless possibilities that podiatry has to offer. And with a hardcopy CPD certificate for the first course, you'll have tangible proof of your achievements. The journey awaits - are you ready to take the first step? Enrol Podiatry Diploma: Learn Foot Care Techniques right now! Learning outcomes of Podiatry Diploma: Learn Foot Care Techniques bundle: Develop a comprehensive understanding of podiatry principles and techniques Gain knowledge about acupressure, reflexology, foot reading, and wound care Learn pain management strategies and methods for maintaining healthy joints Understand the impact of nutrition and hygiene on foot health Build practical Podiatry skills for treating foot and joint problems Master dermatological issues and medical law Improve your communication and Podiatry patient management skills Explore Podiatry career options and opportunities for further education and development This Podiatry Diploma: Learn Foot Care Techniques Consists of the following Premium courses: Course 01: Podiatry Training Course Course 02: Acupressure and Foot Reading Course 03: Foot Health Practitioner (FHP) Course 04: Joint Health: Maintaining Joints And Reducing Pain Course 05: Pain Management Course 06: Immunity Boosting Food Course 07: Hydrotherapy Course 08: Wound Care Level 2 Course 09: Dermatology Course 10: Medical Law Course 11: Understanding Nutrition and Health Level 4 Enrol now in this Podiatry Diploma: Learn Foot Care Techniques Bundle to advance your career, and use the premium study materials from Apex Learning. Course Curriculum of Podiatry Diploma: Learn Foot Care Techniques Course 01: Podiatry Training Course Module 01: Podiatry's Role in Primary Care Module 02: The History of Podiatry Module 03: Anatomy and Physiology of the Foot Module 04: Pathology of Skin Module 05: Pathology of Nails Module 06: Foot Pathologies Relevant to the Lower Limb Module 07: Basic Biomechanics of the Lower Limb Module 08: Common Foot Problems Module 09: Infection, Its Causes and Spread Module 10: Standard Principles of Infection Control Module 11: Personal Protective Clothing Module 12: Safe Handling of Sharps and Spillage Management Module 13: Clinical Practice for Infection Control =========>>>>> And 10 More Courses <<<<<========= Key features of this Podiatry Diploma: Learn Foot Care Techniques bundle: This Podiatry Diploma: Learn Foot Care Techniques bundle is CPD QS Accredited Learn from anywhere in the world Lifetime access Our Podiatry Diploma: Learn Foot Care Techniques is entirely online 24/7 Learner support Enroll in this Podiatry Diploma: Learn Foot Care Techniques Bundle today and start on a transformative journey towards a rewarding career in podiatry CPD 115 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals seeking a comprehensive introduction to podiatry Aspiring Foot Health Practitioners (FHPs) Healthcare professionals seeking to expand their podiatry knowledge Individuals interested in enhancing their understanding of foot health and well-being Note: This is not a professional course. This course only covers theoretical knowledge about the topic. Requirements Our Podiatry Diploma: Learn Foot Care Techniques is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices. This Podiatry Diploma course has been designed to be fully compatible with tablets and smartphones, so you can access your course on Wi-Fi, 3G or 4G. Career path Having this Podiatry expertise will increase the value of your CV and open you up to multiple job sectors: Foot health practitioner (FHP): £25,000 - £45,000 Podiatric assistant: £20,000 - £30,000 Podiatric surgeon: £50,000 - £100,000 Podiatric researcher: £30,000 - £50,000 Podiatric educator: £40,000 - £60,000 Certificates Certificate of completion Digital certificate - Included Certificate of completion is included in course price. Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Acupressure and Foot Reading) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

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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

A Complete Guide to Hacking WiFi (WEP, WPA, and WPA2) Wireless Security and How to Exploit (Pentest) Their Vulnerabilities!