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Prepare for the IELTS exam with our comprehensive course. Improve your English language skills, boost your confidence, and achieve your desired scores.

In this competitive job market, you need to have some specific skills and knowledge to start your career and establish your position. This Comprehensive IELTS Speaking course will help you understand the current demands, trends and skills in the sector. The course will provide you with the essential skills you need to boost your career growth in no time. The Comprehensive IELTS Speaking course will give you clear insight and understanding about your roles and responsibilities, job perspective and future opportunities in this field. You will be familiarised with various actionable techniques, career mindset, regulations and how to work efficiently. This course is designed to provide an introduction to Comprehensive IELTS Speaking and offers an excellent way to gain the vital skills and confidence to work toward a successful career. It also provides access to proven educational knowledge about the subject and will support those wanting to attain personal goals in this area. Learning Objectives Learn the fundamental skills you require to be an expert Explore different techniques used by professionals Find out the relevant job skills & knowledge to excel in this profession Get a clear understanding of the job market and current demand Update your skills and fill any knowledge gap to compete in the relevant industry CPD accreditation for proof of acquired skills and knowledge Who is this Course for? Whether you are a beginner or an existing practitioner, our CPD accredited Comprehensive IELTS Speaking course is perfect for you to gain extensive knowledge about different aspects of the relevant industry to hone your skill further. It is also great for working professionals who have acquired practical experience but require theoretical knowledge with a credential to support their skill, as we offer CPD accredited certification to boost up your resume and promotion prospects. Entry Requirement Anyone interested in learning more about this subject should take this Comprehensive IELTS Speaking course. This course will help you grasp the basic concepts as well as develop a thorough understanding of the subject. The course is open to students from any academic background, as there is no prerequisites to enrol on this course. The course materials are accessible from an internet enabled device at anytime of the day. CPD Certificate from Course Gate At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £4.99 and the hard copy for £9.99. Also, you can order both PDF and hardcopy certificates for £12.99. Career path The Comprehensive IELTS Speaking will help you to enhance your knowledge and skill in this sector. After accomplishing this course, you will enrich and improve yourself and brighten up your career in the relevant job market. Course Curriculum Module 01: Introduction Welcome Abroad 00:21:00 Fundamentals of IELTS Speaking 00:21:00 How to Get a High Score 00:15:00 How This Course is Structured 00:04:00 Module 02: Ingredients First Ingredient: Fluently and Coherence 00:29:00 Second Ingredient : Lexical Resource (Basics) 00:07:00 Lexical Resource - Useful Phrases 00:13:00 Lexical Resource - Paraphrasing 00:11:00 Lexical Resource - Topic Related Vocabulary 00:12:00 Lexical Resource - Idioms 00:09:00 Third Ingredient: Grammatical Range and Accuracy (Basics) 00:04:00 Grammar - Tenses 00:22:00 Grammar - Articles and Agreement 00:09:00 Grammar - Active vs. Passive Voice 00:07:00 Grammar - Simple and Compound Sentences 00:15:00 Grammar - Complex Sentences 00:09:00 Grammar - Correlative Conjunctions 00:09:00 Grammar - Relative Clauses 00:11:00 Grammar - Conditional Sentences 00:11:00 Grammar - Combining Elements 00:06:00 Fourth Ingredient: Pronunciation (Basics) 00:10:00 Pronunciation - /th/(θ) vs. /th/(ð) 00:14:00 Pronunciation - /t/ vs. /d/ 00:17:00 Pronunciation - /r/ vs. /l/ 00:13:00 Pronunciation - /i/ vs. /ē/ 00:10:00 Pronunciation - /v/ vs. /w/ 00:16:00 Pronunciation - /p/ vs. /b/ 00:15:00 Pronunciation - /s/ vs. /z/ vs. /sh/ 00:19:00 Pronunciation - /j/ vs. /zh/ 00:11:00 Pronunciation - /ō/ vs. /o/ vs. /ə/ 00:20:00 Pronunciation - Diphthongs & Silent Letters 00:11:00 Pronunciation - Syllables 00:34:00 Pronunciation - Sentence Stress 00:08:00 Pronunciation - Intonation 00:29:00 Pronunciation - 45 Commonly Mispronounced Words 00:34:00 Pronunciation - Speed 00:03:00 Module 03: The Recipe How to Think Fast 00:14:00 How to Extend Your Answers and Avoid Bad Starts 00:24:00 The Basics of Speaking Part 1 (Interview) 00:14:00 How to Answer Questions in Part 1 00:30:00 Live Example: Part 1 (Band 8.5) 00:05:00 The Basics of Speaking Part 2 ('The Long Turn') 00:09:00 How to Answer Part 2 (Method #1) 00:20:00 How to Answer Part 2 (Method #2) 00:21:00 The Basics of Speaking Part 3 (Discussion) 00:08:00 How to Answer Questions in Part 3 00:34:00 Live Example: Part 3 (Band 9) 00:06:00 Module 04: Cooking -Putting It All Together Cooking- The Right Approach 00:12:00 Practice Test 1 (Band 9 Model Answer) 00:14:00 Practice Test 2 (Band 9 Model Answer) 00:13:00 Live Example: Full Speaking Test (Band 7) 00:14:00 Live Example: Full Speaking Test (Band 8.5) 00:12:00 Live Example: Full Speaking Test (Band 8.5) 00:15:00 Live Example: Full Speaking Test (Band 9) 00:13:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

CyberSec First Responder: Threat Detection and Response (Exam CFR-210) Course Description The CyberSec First Responder: Threat Detection and Response (Exam CFR-210)  is organized into 12 modules and includes everything you need to become successful in this profession. To make this course more accessible for you, we have designed it for both part-time and full-time students. You can study at your own pace or become an expert in just 12 hours! If you require support, our experienced tutors are always available to help you throughout the comprehensive syllabus of this course and answer all your queries through email. Why choose this CyberSec First Responder: Threat Detection and Response (Exam CFR-210) course Earn an e-certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full Tutor Support on Weekdays 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 Mock exams Multiple-choice assessment Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £119.00. Please note that overseas students may be charged an additional £10 for postage. CPD Certificate of Achievement from Janets Upon successful completion of the course, you will be able to obtain your course completion e-certificate. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Endorsement This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Method of Assessment To successfully complete the course, students will have to take an automated multiple-choice exam. This exam will be online and you will need to score 60% or above to pass the course. After successfully passing the exam, you will be able to apply for Quality Licence Scheme endorsed certificate of achievement. To verify your enhanced skills in the subject, we recommend that you also complete the assignment questions. These can be completed at any time which is convenient for yourself and will be assessed by our in-house specialised tutors. Full feedback will then be given on your current performance, along with any further advice or support. Course Content Overview of Wireless Communications Identify the Importance of Risk Management 00:11:00 Assess Risk 00:13:00 Mitigate Risk 00:22:00 Integrate Documentation into Risk Management 00:14:00 Analyzing the Threat Landscape Classify Threats and Threat Profiles 00:07:00 Perform Ongoing Threat Research 00:12:00 Resources that Aid in Research of Threats 00:03:00 Analyzing Recon Threats to Computing and Network Environments Implement Threat Modeling 00:09:00 Assess the Impact of Reconnaissance Incidents 00:10:00 Performing Reconnaissance on a Network 00:07:00 Examining Reconnaissance Incidents 00:08:00 Assess the Impact of Social Engineering 00:10:00 Assessing the impact of Social Engineering 00:07:00 Assessing the Impact of Phishing 00:03:00 Analyzing Attacks on Computing and Network Environments Assess the Impact of System Hacking Attacks 00:10:00 Cracking Passwords Using a Password File 00:08:00 Assess the Impact of Web Based Attacks 00:11:00 Assessing the Impact of Web-Based Threats 00:03:00 Assess the Impact of Malware 00:08:00 Malware Detection and Removal 00:05:00 Assess the Impact of Hijacking and Impersonation Attacks 00:13:00 Assess the Impact of DoS Incidents 00:09:00 Assessing the Impact of DoS Attacks 00:04:00 Assess the Impact of Threats to Mobile Security 00:08:00 Assess the Impact of Threats to Cloud Security 00:10:00 Analyzing Post-Attack Techniques Assess Command and Control Techniques 00:08:00 Assessing Command and Control Techniques 00:10:00 Assess Persistence Techniques 00:05:00 Detecting Rootkits 00:03:00 Assess Lateral Movement and Pivoting Techniques 00:13:00 Assess Data Exfiltration Techniques 00:04:00 Steganography 00:03:00 Assess Anti Forensics Techniques 00:09:00 Assessing Anti-Forensics 00:03:00 Evaluating the Organization's Security Posture Conduct Vulnerability Assessments 00:16:00 Perform a Vulnerability Scan with Nessus 00:07:00 Perform a Vulnerability Scan with MBSA 00:05:00 Conduct Penetration Tests on Network Assets 00:18:00 Follow Up on Penetration Testing 00:06:00 Collecting Cyber security Intelligence Deploy a Security Intelligence Collection and Analysis Platform 00:19:00 Collect Data from Network Based Intelligence Sources 00:15:00 Collecting Network-Based Security Intelligence 00:07:00 Collect Data from Host Based Intelligence Sources 00:13:00 Collecting Host-Based Security Intelligence 00:15:00 Parsing Log files 00:03:00 Analyzing Log Data Use Common Tools to Analyze Logs 00:22:00 Analyzing Linux Logs for Security Intelligence 00:08:00 Use SIEM Tools for Analysis 00:07:00 Incorporating SIEMs into Security Intelligence Analysis 00:18:00 Parse Log Files with Regular Expressions 00:25:00 Performing Active Asset and Network Analysis Analyze Incidents with Windows-Based Tools 00:17:00 Windows-Based Incident Analysis Tools 00:19:00 Analyze Incidents with Linux Based Tools 00:05:00 Linux-Based Incident Analysis Tools 00:07:00 Analyze Malware 00:11:00 Analyzing Malware 00:03:00 Analyze Indicators of Compromise 00:20:00 Analyzing Indicators of Compromise 00:15:00 Responding to Cyber security Incidents Deploy an Incident Handling and Response Architecture 00:22:00 Mitigate Incidents 00:16:00 Hardening Windows Servers 00:14:00 DNS Filtering 00:05:00 Blacklisting and Whitelisting 00:09:00 Prepare for Forensic Investigation as a CSIRT 00:03:00 Investigating Cyber security Incidents Apply a Forensic Investigation Plan 00:10:00 Securely Collect and Analyze Electronic Evidence 00:08:00 Securely Collecting Electronic Evidence 00:05:00 Analyzing Forensic Evidence 00:07:00 Follow Up on the Results of an Investigation 00:04:00 Mock Exam Mock Exam- CyberSec First Responder: Threat Detection and Response (Exam CFR-210)-Logical Operations Online Training 00:20:00 Final Exam Final Exam- CyberSec First Responder: Threat Detection and Response (Exam CFR-210)-Logical Operations Online Training 00:20:00 Assignment Assignment - CyberSec First Responder: Threat Detection and Response (Exam CFR-210) 3 weeks, 3 days Order Your Certificate Order your Certificate QLS 00:00:00 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.

Course Overview Be fully prepared for the IELTS listening test and develop your listening skills, with the Complete IELTS Listening. This course is ideal for anyone looking to enhance their English listening skills, as well as IELTS Teachers who wish to improve their teaching methods.  In this instructor-led training course, you will be taken through the format of the IELTS assessment, as well as the kinds of questions you will get in the exam. It will teach what to expect from the exam, and help you to develop learning strategies for approaching different test questions. By the end of this course, you will feel much more confident when listening in English, and will be able to apply the techniques and best practices learned in this course to listen with text and without text.. This best selling Complete IELTS Listening has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Complete IELTS Listening is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Complete IELTS Listening is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Complete IELTS Listening is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Complete IELTS Listening, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Complete IELTS Listening will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Complete IELTS Listening to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device.  Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.

This beginner's course exclusively delivers Python programming from basic to advanced. You will learn Python concepts in real-life programming examples by building real-world applications. Learn the syntax of Python language and understand the logic behind the programming process to create your Python programs successfully and master Python coding.

Are you interested in learning the Italian language? Or are you someone who loves the Italian culture and you want to be more immersed in it? If yes, then this course will be perfect for you! Description: Learning a new foreign language is very interesting activity and would be fun if you like their language. Learning new language is a way to emerge to the culture, and if you would like to learn a specific language like Italian, you need to study it. In this course, you will be able to know about the Italian language and its significance and history. You will be able to learn the Italian words used in the English language and so many more.  Who is the course for? Any professionals who would want to learn Italian. People who have an interest in Italian language and culture. Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment:  At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. PDF certificate's turnaround time is 24 hours and for the hard copy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognised accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: The Level 2 Certificate in Italian As Foreign Language course is a useful qualification to possess, and would be beneficial for the following careers: Interpreter Language Teacher Translator Tutor. Module: 1 History of the Italian Language 01:00:00 Italian Words Used in the English Language 00:30:00 Misconceptions about Learning Italian 01:00:00 Module: 2 Learning to Speak Italian Quickly 01:00:00 Total Concentration - The Best Way to Learn Italian 01:00:00 Methods to Improve Your Italian 01:00:00 Italian Language Help Online 00:15:00 Learn the Common Mistakes to Avoid 00:30:00 Module: 3 Romance Languages 00:15:00 The Dialects of the Italian Language 00:15:00 Traveling in Italy and other Countries 00:30:00 You are What You Speak 01:00:00 Italian Survival Phrases 01:00:00 Italian Verbs 01:00:00 Module: 4 Pronouncing Italian Vowels 00:30:00 Pronouncing Italian Words 01:00:00 What is Phonology? 00:30:00 Summary 01:00:00 Module: 5 Learning Italian Italian I 00:30:00 Italian II 00:30:00 Italian III 01:00:00 Refer A Friend Refer A Friend 00:00:00 Mock Exam Mock Exam- Level 2 Certificate in Italian As Foreign Language 00:20:00 Final Exam Final Exam- Level 2 Certificate in Italian As Foreign Language 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Learn to use DevOps tools from an industrial point of view. This course will help you get a firsthand experience of what it is like to be a DevOps engineer. Create DevOps CI/CD pipelines using Git, Jenkins, Ansible, Docker, SonarQube, and Kubernetes on AWS. Start your DevOps journey today. This course has been created from the perspective of a DevOps engineer who doesn't typically write application code.

Course Overview Be fully prepared for the IELTS writing exam and develop your confidence in writing complex sentences, with the IELTS Writing Task 2 Complete Guide. This practical training course is ideal for anyone looking to enhance their English writing skills, as well as IELTS Teachers who wish to improve their teaching methods.  In this instructor-led training course, you will be taken through the format of the IELTS assessment, as well as the kinds of questions you will get in the writing exam. It will teach what to expect from the assessment, and help you to develop learning strategies for approaching different test questions. By the end of this training, you will feel much more confident when writing more complex sentences in English, and will be able to apply the techniques and best practices learned in this course to develop your grammar, punctuation, and spelling.   This best selling IELTS Writing Task 2 Complete Guide has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth IELTS Writing Task 2 Complete Guide is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The IELTS Writing Task 2 Complete Guide is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The IELTS Writing Task 2 Complete Guide is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the IELTS Writing Task 2 Complete Guide, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the IELTS Writing Task 2 Complete Guide will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the IELTS Writing Task 2 Complete Guide to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device.  Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.

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