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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
Course Overview Be fully prepared for the IELTS speaking test and develop your fluency, with the Complete IELTS Speaking course. This course is ideal for anyone looking to enhance their English speaking 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 speaking 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 speaking in English, with a more developed vocabulary, and improved grammatical range. You will be able to apply the techniques and best practices learned in this course to deal with more complex sentences and provide more elaborate answers. This best selling Complete IELTS Speaking has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Complete IELTS Speaking is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Complete IELTS Speaking 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 Speaking 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 Speaking, 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 Speaking 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 Speaking 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.
Embark on your journey to mastering the IELTS with our comprehensive 'IELTS Exam Preparation' course. Imagine yourself confidently navigating the complexities of this globally recognized English proficiency test. Our course begins with an introduction to IELTS, providing a clear understanding of what to expect, setting the stage for a focused and effective study plan. As you progress, each module meticulously breaks down the IELTS test format, transforming a daunting exam into a series of manageable, conquerable sections. This course is designed not just to prepare you for the IELTS but to equip you with the English language skills that will serve you well beyond the test. Delve into the heart of IELTS with detailed modules on grammar, from the basics to sentence structure, punctuation, and capitalisation. These foundational lessons are crucial, not just for acing the test but for effective communication in English. As you move through the course, you'll tackle the specific challenges of the listening, reading, writing, and speaking sections, with strategies tailored for both the academic and general training versions of the test. The course concludes with practical advice for the days leading up to the test and full-length practice tests to ensure you are as prepared as possible. By the end of this course, you will not only be ready to take the IELTS but also to embark on new opportunities that proficiency in English can bring. Learning Outcomes Gain a comprehensive understanding of the IELTS format and expectations. Develop a strong foundation in English grammar and sentence structure. Acquire effective strategies for tackling each section of the IELTS. Improve listening, reading, writing, and speaking skills in English. Build confidence and readiness for the IELTS through full-length practice tests. Why choose this IELTS Exam Preparation 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 IELTS Exam Preparation course for? Students planning to study in English-speaking countries. Professionals seeking employment opportunities abroad. Individuals aiming to improve their English language proficiency. Immigrants needing to pass the IELTS for residency applications. Anyone interested in a structured approach to mastering English for the IELTS. Career path English as a Second Language (ESL) Teacher: £20,000 - £35,000 Study Abroad Advisor: £25,000 - £40,000 International Student Coordinator: £23,000 - £38,000 Language Translator: £22,000 - £36,000 Immigration Consultant: £24,000 - £42,000 Corporate English Trainer: £27,000 - £45,000 Prerequisites This IELTS Exam Preparation does not require you to have any prior qualifications or experience. You can just enrol and start learning.This IELTS Exam Preparation 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 IELTS Introduction to IELTS 00:25:00 Module 02: IELTS Test Format IELTS Test Format 00:30:00 Module 03: Grammar for IELTS: Basics of Grammar Grammar for IELTS: Basics of Grammar 00:12:00 Module 04: Grammar for IELTS: The Basics of Sentence Grammar for IELTS: The Basics of Sentence 00:15:00 Module 05: Grammar for IELTS: Structure of Sentence Grammar for IELTS: Structure of Sentence 00:25:00 Module 06: Grammar for IELTS: Punctuation & Capitalisation Grammar for IELTS: Punctuation & Capitalisation 00:25:00 Module 07: The Listening Section The Listening Section 00:15:00 Module 08: The Reading Section [Academic] The Reading Section [Academic] 00:30:00 Module 09: The Writing Section [Academic] The Writing Section [Academic] 00:40:00 Module 10: The Speaking Section The Speaking Section 00:30:00 Module 11: IELTS [General Training] IELTS [General Training] 00:45:00 Module 12: IELTS Life Skills IELTS Life Skills 00:50:00 Module 13: What To Do Before The IELTS Test? What To Do Before The IELTS Test? 00:30:00 Module 14: IELTS Full-length Practice Tests IELTS Full-length Practice Tests 00:00:00
Project Manager's Skills Mastery Program Master the Basic Skills of Project Management
Success = Value + People + Process With innovation happening more than ever, the new agile project economy requires more and more people across organisations to manage projects successfully, leading to many of us quietly slipping into the role of the unofficial project manager! The problem is very few people receive formal training on how to do it. Stakeholders, scope creep, limited training, and a lack of process all combine to raise the probability of project failure costing organisations time, money, and employee morale Is it any wonder 65% of all projects fail* each year! The good news is—unofficial project managers can build confidence to lead high-value projects and engage teams in a way that inspires them to volunteer their best efforts. Source: *Nieto-Rodriguez, A. (2021). “The Project Economy Has Arrived.” Harvard Business Review; Nov/Dec 21. Outcomes Project Management for the Unofficial Project Manager™ combines best practices from agile and waterfall project management to equip learners with the mindset, skillset, and toolset to engage and inspire team members. Success starts with the core agile principle of value—a project must deliver value to Noble! Once value is established, it is people who make projects successful through a consistent process. Project management isn’t just about managing logistics and hoping the project team is ready to play to win. The skills of “informal authority” are more important than ever before, so team members are inspired to contribute to project success! This course will help learners: Build strong informal authority that inspires project teams to consistently volunteer their best efforts. Utilise a consistent process to start and finish high-value projects on time and with quality. Influence and engage others to define a clear project scope, including clear deliverables and risk strategies. Model openness and agility to apply proactive change management and deliver high-value projects. Project Management Framework The Project Management Framework guides you through five distinct elements in the life of any project. Coupled with the foundational behaviours taught in the programme, this framework can help you deliver highly successful projects again and again. Who Should Attend? This programme is for anyone who finds themselves leading projects at work, regardless of whether or not their job title says, Project Manager! It is NOT a deep dive into project management processes, nor is it a qualification based programme. Whilst it would be helpful to either be involved in or to be leading a project, during the programme, this is clearly not essential. However, it is advisable that the participants have had some experience, whether as a project member or as the person who is leading the project (officially or not)! Project Management Institute (PMI) FranklinCovey is a member of the Project Management Institute (PMI) Authorised Training Partners (ATP) Programme and this course has been designed to satisfy the project management education requirement for PMI Certifications as well as Professional Development Education units (PDUs) needed by PMI credential holders.
Overview Are you finding it difficult to pass an English literature exam or master it as a second language? We can help you overcome all the obstacles in your way. This course delivers an expertly written masterclass on the standard contents of a UK GCSE curriculum and will help you embed that knowledge. The Learning English Language Level 2 course provides comprehensive overviews of all the learning required to pass this essential exam and secure good educational standards. You will be taught how to appreciate and analyse the works of Shakespeare and English novels, alongside poetry, drama, and the basic structure of essays, documents and letters for everyday use. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is this course for? There is no experience or previous qualifications required for enrolment on this Learning English Language Level 2. It is available to all students, of all academic backgrounds. Requirements Our Learning English Language Level 2 is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management , Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 3 sections • 14 lectures • 06:15:00 total length •English Language: 00:30:00 •Learning English: 00:15:00 •Punctuation in English: 00:30:00 •Capitalisation: 00:15:00 •Sentence Structure: 00:15:00 •Spelling: 00:30:00 •Verbs: 00:30:00 •Verb tenses and aspects: 00:45:00 •The future: 00:30:00 •Be, have and do: 00:45:00 •Modal verbs: 00:45:00 •English Writing: 00:15:00 •Tips to Improve in English: 00:30:00 •Assignment - Learning English Language Level 2: 00:00:00
In this practical course, you will learn to develop a complete understanding of all the concepts and topics you need to master in order to achieve the most sought-after networking certification today. With its easy-to-understand, structured approach, this course will enable you to master Cisco networking to the CCNA level, and beyond, in no time.
Learn all about Microsoft identity and Azure security the right way with tons of lab exercises. A course that aims to prepare students for the prestigious SC-300: Microsoft Identity and Access administrator exam. The course adheres to the new curriculum and objectives.