Data Done Right - The Value of Good Communication Wouldn't it be great if you could see important textual and graphical information quickly and easily? What if it could be updated automatically or by using a simple refresh? What if you could easily change that information as needed, or see it right now with tools you already have, on multiple devices? In this presentation we will show you all of those things. You'll see reports that are produced in MS Project and MS Excel, graphical reports in Visio, and a dashboard that uses all of these tools. And we'll top it off with a discussion about what information to present and not present. This and other IIL Learning in Minutes presentations qualify for PDUs. Some titles, such as Agile-related topics may qualify for other continuing education credits such as SEUs, or CEUs. Each professional development activity yields one PDU for one hour spent engaged in the activity. Some limitations apply and can be found in the Ways to Earn PDUs section that discusses PDU activities and associated policies. Fractions of PDUs may also be reported. The smallest increment of a PDU that can be reported is 0.25. This means that if you spent 15 minutes participating in a qualifying PDU activity, you may report 0.25 PDU. If you spend 30 minutes in a qualifying PDU activity, you may report 0.50 PDU.
Dive into the world of Progressive Web Apps (PWAs) with Alain Chautard, a seasoned software engineer and recognised Angular expert, in our immersive Build Progressive Web Apps with Angular course. Welcome to the future of web development! This expert-led course is meticulously designed to guide you on the path of building your very own Progressive Web App (PWA) using Angular. Whether you're an established developer aiming to diversify your skills, or you're a newbie excited to dive into the world of PWA development, this course is just what you need! The Build Progressive Web Apps with Angular course takes you on a journey from understanding the basics of PWAs to mastering their practical implementation using Angular. By the end of this course, you'll be able to turn a standard web application into a fast, reliable, and engaging Progressive Web App. Kick off with an enlightening 'Intro to PWAs', where Alain sets the foundation for your learning adventure. Feel the power of PWAs first-hand in the 'Demo of a PWA', showcasing how seamless and engaging these applications can be. From there, venture into the core components of PWAs: The 'Web App Manifest' and 'Service Workers'. Alain guides you through these crucial building blocks, equipping you with the know-how to unleash native features and make your app work offline. Expand your understanding of Service Workers in detailed sections on 'Service Worker Configuration: assetGroups and dataGroups'. Learn the nuts and bolts of these important facets, gaining the ability to finely tune the offline performance of your app. In 'Debugging Your Service Worker', Alain takes you through troubleshooting processes, ensuring you're well-prepared to handle real-world development challenges. Grasp the Angular-specific features in 'Implement Your Own App Update Process with Angular SwUpdate Service'. With this, you will achieve a sophisticated level of control over your app's update mechanism, enhancing user experience to new heights. Finally, immerse yourself in the world of interactive user engagement with 'Introduction to Push Notifications in the Browser' and 'Implement Your Own Notification Handler with SwPush'. With these skills, you will be able to deploy engaging notifications, thereby retaining and entertaining users like never before. Wrap up your journey with 'Conclusion and Resources', where Alain provides further materials to continue your learning adventure beyond the course. 'Build Progressive Web Apps with Angular' is not just another online course; it's a journey towards mastering the future of web applications. Whether you are a seasoned developer looking to upgrade your skills or a newbie stepping into the exciting world of PWAs, this course is your ticket to next-level web development. Join us today, and let's build better, faster, and more engaging web applications together! Learning Outcomes: Upon course completion, you should be able to: Gain a solid understanding of Progressive Web Apps (PWAs). Master web app manifest for unleashing native features. Learn how to make apps work offline using Service Workers. Grasp advanced service worker configuration for offline performance. Develop skills to debug service workers efficiently. Learn to implement custom app update processes with Angular's SwUpdate. Understand and implement push notifications in browsers. Handle user notifications effectively using Angular's SwPush. Who is this course for? This Build Progressive Web Apps with Angular course is ideal for: Web developers eager to upgrade their skills. Beginners enthusiastic about learning progressive web app development. Software engineers seeking proficiency in Angular and PWAs. Tech enthusiasts exploring new trends in web development. Professionals aspiring to enhance their portfolio with PWA projects. Career Path This Build Progressive Web Apps with Angular course will help you to develop your knowledge to pursue different careers, such as: PWA Developer: A developer focused on building progressive web applications. The average salary in the UK ranges from £30,000 to £45,000 per year. Angular Developer: Specialising in building applications using the Angular framework, you can expect to earn £35,000 to £55,000 per year. Frontend Developer: A broader role where Angular and PWA skills would be a plus. Salary typically ranges from £28,000 to £52,000 annually. Full Stack Developer: Combining front-end skills like PWA and Angular with backend skills could see you earning £35,000 to £70,000 a year. Software Engineer: A more generalised role, but knowledge of PWAs and Angular can provide an edge. Salaries range between £35,000 and £80,000. Technical Lead/Team Lead: With experience, you could lead a team of developers, with salaries ranging from £50,000 to £90,000. Chief Technology Officer (CTO): At the top of the career path, a CTO in the UK can earn between £85,000 and £150,000+. Certification After studying the course materials of the Build Progressive Web Apps with Angular 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. Prerequisites This Build Progressive Web Apps with Angular does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Build Progressive Web Apps with Angular 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. Course Curriculum Build Progressive Web Apps with Angular Alain Chautard - 11 Intro to PWAs 00:05:00 Alain Chautard - 12 Demo of a PWA 00:02:00 Alain Chautard - 13 Web app manifest or how to unleash native features 00:03:00 Alain Chautard - 14 Service worker or how to make an app work offline 00:04:00 Alain Chautard - 31 Service worker configuration assetGoups 00:04:00 Alain Chautard - 32 Service worker configuration dataGroups 00:05:00 Alain Chautard - 33 Debugging your service worker 00:03:00 Alain Chautard - 41 Implement your own app update process with Angular SwUpdate service 00:04:00 Alain Chautard - 51 Introduction to push notifications in the browser 00:03:00 Alain Chautard - 52 Implement your own notification handler with SwPush 00:05:00 Alain Chautard - 6 Conclusion and resources 00:03:00
Embrace the world of storytelling and unleash your inner screenwriter with our comprehensive Screenwriting & Scriptwriting course. Embark on a creative journey to master the art of crafting compelling screenplays that capture the hearts and minds of audiences. Delve into the fundamentals of screenwriting, exploring the elements of story, character, dialogue, structure, and format. Discover the secrets of genre writing, learning how to adapt your storytelling techniques to suit various cinematic genres. Unleash your creativity and develop your unique storytelling voice. Master the art of generating ideas, conducting thorough research, and crafting captivating plots that keep audiences hooked. Learning Outcomes Gain a comprehensive understanding of the principles and techniques of screenwriting Master the art of developing compelling stories, characters, and dialogue Explore the nuances of various cinematic genres and storytelling approaches Craft well-structured screenplays that adhere to industry standards Develop effective marketing strategies to showcase your screenplays Navigate the legal aspects of screenwriting, including agreements and intellectual property rights Why choose this Screenwriting & Scriptwriting 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 Screenwriting & Scriptwriting course for? Aspiring screenwriters seeking to master the art of storytelling and scriptwriting Individuals interested in pursuing a career in the film or television industry Playwrights, novelists, and other creative writers seeking to expand their skills into screenwriting Anyone passionate about storytelling and the power of film Those seeking to enhance their creativity, writing skills, and understanding of the film industry Career path Screenwriter (£25,000 - £55,000) Scriptwriter (£25,000 - £55,000) Playwright (£20,000 - £40,000) Novelist (£20,000 - £40,000) Film Producer (£30,000 - £60,000) Television Producer (£30,000 - £60,000) Prerequisites This Screenwriting & Scriptwriting does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Screenwriting & Scriptwriting 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 Screenwriting Introduction to Screenwriting 00:11:00 Module 02: Motivation & Ideas Motivation & Ideas 00:28:00 Module 03: Research & Development Research & Development 00:20:00 Module 04: Genre Genre 00:11:00 Module 05: Story & Plot Story & Plot 00:28:00 Module 06: Character & Dialogue Character & Dialogue 00:50:00 Module 07: Structure & Format Structure & Format 00:59:00 Module 08: Synopses, Outlines & Treatments Synopses, Outlines & Treatments 00:09:00 Module 09: Drafts Drafts 00:17:00 Module 10: Marketing Marketing 00:20:00 Module 11: Troubleshooting Troubleshooting 00:19:00 Module 12: Glossary Glossary 00:11:00 Module 13: Screenwriting and British Film Industry Screenwriting and British Film Industry 00:20:00 Module 14: Agreements Agreements 00:52:00 Module 15: How Much Do UK Screenwriters Earn? How Much Do UK Screenwriters Earn? 00:19:00 Module 16: Greatest British Screenwriters of All Time How Much Do UK Screenwriters Earn? 00:13:00 Mock Exam Mock Exam - Screenwriting & Scriptwriting 00:20:00 Final Exam Final Exam - Screenwriting & Scriptwriting 00:20:00
Unveil the art of crafting captivating stories for the screen through this comprehensive course. From discovering the essentials of screenwriting to mastering character development, plot intricacies, and proper script structure, this program guides you in creating compelling narratives. Dive into research, genre exploration, and dialogue crafting to refine your storytelling prowess. Learn about script formatting, synopses, and treatments, and delve into troubleshooting techniques. Additionally, explore the intersection of screenwriting with the British film industry, comprehend agreements, and gain insights into the earning potential of UK screenwriters. Learning Outcomes: Develop a foundational understanding of screenwriting and its principles. Cultivate creative motivation and generate ideas for screenplays. Master the research and development process to enhance story authenticity. Explore various genres and their unique storytelling elements. Craft engaging plots and narratives that captivate audiences. Create well-rounded characters and authentic dialogues. Comprehend the structure and formatting conventions of screenplays. Learn to draft synopses, outlines, treatments, and troubleshoot common issues. Why buy this Screenwriting, Scriptwriting and Appraisals? 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 Screenwriting, Scriptwriting and Appraisals 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 Screenwriting, Scriptwriting and Appraisals course is ideal for Aspiring screenwriters eager to learn the art of scriptwriting. Filmmakers seeking to improve their storytelling skills. Creative individuals interested in exploring screenwriting as a medium. Anyone passionate about contributing to the entertainment industry. Prerequisites This Screenwriting, Scriptwriting and Appraisals 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 Screenwriter - Average Earnings: Varies widely; freelance earnings per project. Script Consultant - Average Earnings: £20,000 - £40,000 per year. Film or TV Script Editor - Average Earnings: £25,000 - £50,000 per year. Creative Writing Instructor - Average Earnings: £25,000 - £40,000 per year. Film or TV Director - Average Earnings: £30,000 - £60,000+ per year. Author and Novelist (Transition to Screenwriting) - Earnings Vary by Success. Course Curriculum Screenwriting, Scriptwriting and Appraisals Introduction to Screenwriting 00:11:00 Motivation & Ideas 00:28:00 Research & Development 00:20:00 Genre 00:11:00 Story & Plot 00:28:00 Character & Dialogue 00:50:00 Structure & Format 00:59:00 Synopses, Outlines & Treatments 00:09:00 Drafts 00:17:00 Marketing 00:20:00 Troubleshooting 00:19:00 Glossary 00:11:00 Screenwriting and British Film Industry 00:20:00 Agreements 00:52:00 How Much Do UK Screenwriters Earn? 00:19:00 How Much Do UK Screenwriters Earn? 00:13:00 Mock Exam Mock Exam - Screenwriting, Scriptwriting and Appraisals 00:20:00 Final Exam Final Exam - Screenwriting, Scriptwriting and Appraisals 00:20:00
Immerse yourself in the all-encompassing course, 'Site Management Basics: Ensuring Successful Project Execution.' This tailor-made programme aims to equip you with the critical knowledge needed for overseeing construction sites effectively. Whether it's deciphering complex CDM regulations or identifying and mitigating potential hazards, you'll leave this course feeling empowered and ready to lead. Dive deep into 12 exhaustive modules covering essential elements from workplace health to occupational management and everything in-between. You'll grasp best practices for setting up a site, understand the intricacies of risk management, and know how to ensure the well-being of your team through safe behaviour guidelines. Moreover, the course tackles specialized topics like working with electricity, scaffolding, and even demolitions, making you a comprehensive site manager. Learning Outcomes Gain mastery over key elements of site setup, including essential health and safety measures. Acquire an in-depth understanding of Construction Design and Management (CDM) Regulations. Learn techniques for risk identification and establish processes for its mitigation. Develop skills for managing occupational health and promoting a culture of safety. Comprehend specialised practices involved in electrical work, height activities, and demolitions. Why buy this Site Management Basics: Ensuring Successful Project Execution? 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 Site Management Basics: Ensuring Successful Project Execution 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 Site Management Basics: Ensuring Successful Project Execution for? Aspiring site managers keen to launch a career in construction management. Current team leaders looking to enhance their knowledge in site regulation and safety. Construction consultants aiming to better comprehend site management essentials. Civil engineering graduates seeking real-world applicability of their degree. Professionals from adjacent industries interested in a transition into construction management. Prerequisites This Site Management Basics: Ensuring Successful Project Execution does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Site Management Basics: Ensuring Successful Project Execution 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 Site Manager: Average salary of £45,000 - £55,000 per annum Construction Project Manager: Average salary of £50,000 - £65,000 per annum Health and Safety Advisor: Average salary of £30,000 - £40,000 per annum Risk Assessment Manager: Average salary of £55,000 - £70,000 per annum Occupational Health Manager: Average salary of £40,000 - £55,000 per annum Demolition Supervisor: Average salary of £35,000 - £50,000 per annum Course Curriculum Module 01: Introduction to Site Management Introduction to Site Management 00:21:00 Module 02: Workplace Health and Safety Workplace Health and Safety 00:09:00 Module 03: Setting up a Site Setting up a Site 00:17:00 Module 04: Construction Design and Management (CDM) Regulations Construction Design and Management (CDM) Regulations 00:08:00 Module 05: Risk Identification and Management Risk Identification and Management 00:12:00 Module 06: Safe Behaviour Safe Behaviour 00:09:00 Module 07: Occupational Health Management Occupational Health Management 00:13:00 Module 08: Working with Electricity Working with Electricity 00:13:00 Module 09: Working at Height Working at Height 00:13:00 Module 10: Working with Scaffolding Working with Scaffolding 00:08:00 Module 11: Working with Excavations and Confined Space Working with Excavations and Confined Space 00:13:00 Module 12: Working with Demolitions Working with Demolitions 00:11:00
Boost your earning potential and learn the fundamentals of project planning and management with this in-depth training course! Are you looking to take your project management skills to the next level? The Project Management is the perfect professional development course for project managers and those aspiring to work in this industry. You will gain a set of in-demand skills needed to monitor the project management process from beginning to end! Whether you are studying for your PMP certification or looking to update your existing industry knowledge, this professional qualification is perfect for you. Why buy this Project Management? 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 Project Management 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 Project Management does not require you to have any prior qualifications or experience. You can just enrol and start learning. Prerequisites This Project Management 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 Project Management is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Module 01: Introduction & Overview Introduction & Overview 00:16:00 Tools You Need 00:19:00 Module 02: Teams & Leadership Teams & Leadership 00:35:00 Teams 00:33:00 Conflict 00:35:00 Module 03: Project Communication Project Communication 00:25:00 Didactic Communications 00:22:00 Basic Meeting Rules 00:21:00 Module 04: Stakeholder Management Stakeholder Management 00:19:00 Module 05: The Basics of Project Management The Basics of Project Management 00:19:00 Project Needs 00:21:00 Module 06: Scope and Requirements Scope and Requirements 00:28:00 Work Breakdown Structures 00:27:00 Displayed Thinking 00:31:00 Module 07: Developmental Methodologies Developmental Methodologies 00:25:00 Methodology Types 00:26:00 Selecting a Methodology 00:22:00 Module 08: Effective Budgets & Schedules Effective Budgets & Schedules 00:25:00 Resource Estimating 00:26:00 Estimating Techniques 00:26:00 Module 09: Project Performance Project Performance 00:25:00 The Keys to Success 00:23:00 Project Performance Key Values 00:24:00 Module 10: Change Management Change Management 00:16:00 Mock Exam Mock Exam - Project Management 00:20:00 Final Exam Final Exam - Project Management 00:20:00
Our Aim Is Your Satisfaction! Offer Ends Soon; Hurry Up!! Are you looking to improve your current abilities or make a career move? Our unique Purchasing course might help you get there! Expand your expertise with high-quality training - study the Purchasing course and get an expertly designed, great-value training experience. Learn from industry professionals and quickly equip yourself with the specific knowledge and skills you need to excel in your chosen career through the Purchasing online training course. The Purchasing course is broken down into several in-depth modules to provide you with the most convenient and rich learning experience possible. Upon successful completion of the Purchasing course, an instant e-certificate will be exhibited in your profile that you can order as proof of your skills and knowledge. Add these amazing new skills to your resume and boost your employability by simply enrolling in this course. This Purchasing training can help you to accomplish your ambitions and prepare you for a meaningful career. So, join us today and gear up for excellence! Why Prefer Us? Opportunity to earn a certificate accredited by CPDQS. Get a free student ID card! (£10 postal charge will be applicable for international delivery) Innovative and Engaging Content. Free Assessments 24/7 Tutor Support. Take a step toward a brighter future! *** Course Curriculum *** Module 01: Supply Chain Basics Module 02: The Purchasing Cycle Module 03: Purchasing Toolkits Module 04: Managing Competitive Bids Module 05: Quality Management Module 06: Supplier Relationship Management Module 07: Analysing And Reducing Risk In The Supply Chain Module 08: Improving Efficiency And Accuracy Assessment Process Your skills and knowledge will be tested with an automated multiple-choice assessment. You will then receive instant results to let you know if you have successfully passed the Purchasing course. CPD 10 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 Purchasing course. This course is open to everybody. Requirements You will not need any prior background or expertise to enrol in this course. Career path After completing this course, you are to start your career or begin the next phase of your career. Certificates CPD Accredited Certificate Digital certificate - £10 CPD Accredited Certificate Hard copy certificate - £29 If you are an international student, then you have to pay an additional 10 GBP as an international delivery charge.
Overview Mastering data science skills and expertise can open new doors of opportunities for you in a wide range of fields. Learn the fundamentals and develop a solid grasp of Python data science with the comprehensive Data Science with Python course. This course is designed to assist you in securing a valuable skill set and boosting your career. This course will provide you with quality training on the fundamentals of data analysis with Python. From the step-by-step learning process, you will learn the techniques of setting up the system. Then the course will teach you Python data structure and functions. You will receive detailed lessons on NumPy, Matplotlib, and Pandas. Furthermore, you will develop the skills for Algorithm Evaluation Techniques, visualising datasets and much more. After completing the course you will receive a certificate of achievement. This certificate will help you create an impressive resume. So join today! 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? This course Data Science with Python course is ideal for beginners in data science. It will help them develop a solid grasp of Python and help them pursue their dream career in the field of data science. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush. Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst And much more! Course Curriculum 90 sections • 90 lectures • 10:19:00 total length •Course Overview & Table of Contents: 00:09:00 •Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types: 00:05:00 •Introduction to Machine Learning - Part 2 - Classifications and Applications: 00:06:00 •System and Environment preparation - Part 1: 00:04:00 •System and Environment preparation - Part 2: 00:06:00 •Learn Basics of python - Assignment 1: 00:10:00 •Learn Basics of python - Assignment 2: 00:09:00 •Learn Basics of python - Functions: 00:04:00 •Learn Basics of python - Data Structures: 00:12:00 •Learn Basics of NumPy - NumPy Array: 00:06:00 •Learn Basics of NumPy - NumPy Data: 00:08:00 •Learn Basics of NumPy - NumPy Arithmetic: 00:04:00 •Learn Basics of Matplotlib: 00:07:00 •Learn Basics of Pandas - Part 1: 00:06:00 •Learn Basics of Pandas - Part 2: 00:07:00 •Understanding the CSV data file: 00:09:00 •Load and Read CSV data file using Python Standard Library: 00:09:00 •Load and Read CSV data file using NumPy: 00:04:00 •Load and Read CSV data file using Pandas: 00:05:00 •Dataset Summary - Peek, Dimensions and Data Types: 00:09:00 •Dataset Summary - Class Distribution and Data Summary: 00:09:00 •Dataset Summary - Explaining Correlation: 00:11:00 •Dataset Summary - Explaining Skewness - Gaussian and Normal Curve: 00:07:00 •Dataset Visualization - Using Histograms: 00:07:00 •Dataset Visualization - Using Density Plots: 00:06:00 •Dataset Visualization - Box and Whisker Plots: 00:05:00 •Multivariate Dataset Visualization - Correlation Plots: 00:08:00 •Multivariate Dataset Visualization - Scatter Plots: 00:05:00 •Data Preparation (Pre-Processing) - Introduction: 00:09:00 •Data Preparation - Re-scaling Data - Part 1: 00:09:00 •Data Preparation - Re-scaling Data - Part 2: 00:09:00 •Data Preparation - Standardizing Data - Part 1: 00:07:00 •Data Preparation - Standardizing Data - Part 2: 00:04:00 •Data Preparation - Normalizing Data: 00:08:00 •Data Preparation - Binarizing Data: 00:06:00 •Feature Selection - Introduction: 00:07:00 •Feature Selection - Uni-variate Part 1 - Chi-Squared Test: 00:09:00 •Feature Selection - Uni-variate Part 2 - Chi-Squared Test: 00:10:00 •Feature Selection - Recursive Feature Elimination: 00:11:00 •Feature Selection - Principal Component Analysis (PCA): 00:09:00 •Feature Selection - Feature Importance: 00:06:00 •Refresher Session - The Mechanism of Re-sampling, Training and Testing: 00:12:00 •Algorithm Evaluation Techniques - Introduction: 00:07:00 •Algorithm Evaluation Techniques - Train and Test Set: 00:11:00 •Algorithm Evaluation Techniques - K-Fold Cross Validation: 00:09:00 •Algorithm Evaluation Techniques - Leave One Out Cross Validation: 00:05:00 •Algorithm Evaluation Techniques - Repeated Random Test-Train Splits: 00:07:00 •Algorithm Evaluation Metrics - Introduction: 00:09:00 •Algorithm Evaluation Metrics - Classification Accuracy: 00:08:00 •Algorithm Evaluation Metrics - Log Loss: 00:03:00 •Algorithm Evaluation Metrics - Area Under ROC Curve: 00:06:00 •Algorithm Evaluation Metrics - Confusion Matrix: 00:10:00 •Algorithm Evaluation Metrics - Classification Report: 00:04:00 •Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction: 00:06:00 •Algorithm Evaluation Metrics - Mean Absolute Error: 00:07:00 •Algorithm Evaluation Metrics - Mean Square Error: 00:03:00 •Algorithm Evaluation Metrics - R Squared: 00:04:00 •Classification Algorithm Spot Check - Logistic Regression: 00:12:00 •Classification Algorithm Spot Check - Linear Discriminant Analysis: 00:04:00 •Classification Algorithm Spot Check - K-Nearest Neighbors: 00:05:00 •Classification Algorithm Spot Check - Naive Bayes: 00:04:00 •Classification Algorithm Spot Check - CART: 00:04:00 •Classification Algorithm Spot Check - Support Vector Machines: 00:05:00 •Regression Algorithm Spot Check - Linear Regression: 00:08:00 •Regression Algorithm Spot Check - Ridge Regression: 00:03:00 •Regression Algorithm Spot Check - Lasso Linear Regression: 00:03:00 •Regression Algorithm Spot Check - Elastic Net Regression: 00:02:00 •Regression Algorithm Spot Check - K-Nearest Neighbors: 00:06:00 •Regression Algorithm Spot Check - CART: 00:04:00 •Regression Algorithm Spot Check - Support Vector Machines (SVM): 00:04:00 •Compare Algorithms - Part 1 : Choosing the best Machine Learning Model: 00:09:00 •Compare Algorithms - Part 2 : Choosing the best Machine Learning Model: 00:05:00 •Pipelines : Data Preparation and Data Modelling: 00:11:00 •Pipelines : Feature Selection and Data Modelling: 00:10:00 •Performance Improvement: Ensembles - Voting: 00:07:00 •Performance Improvement: Ensembles - Bagging: 00:08:00 •Performance Improvement: Ensembles - Boosting: 00:05:00 •Performance Improvement: Parameter Tuning using Grid Search: 00:08:00 •Performance Improvement: Parameter Tuning using Random Search: 00:06:00 •Export, Save and Load Machine Learning Models : Pickle: 00:10:00 •Export, Save and Load Machine Learning Models : Joblib: 00:06:00 •Finalizing a Model - Introduction and Steps: 00:07:00 •Finalizing a Classification Model - The Pima Indian Diabetes Dataset: 00:07:00 •Quick Session: Imbalanced Data Set - Issue Overview and Steps: 00:09:00 •Iris Dataset : Finalizing Multi-Class Dataset: 00:09:00 •Finalizing a Regression Model - The Boston Housing Price Dataset: 00:08:00 •Real-time Predictions: Using the Pima Indian Diabetes Classification Model: 00:07:00 •Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset: 00:03:00 •Real-time Predictions: Using the Boston Housing Regression Model: 00:08:00 •Resources - Data Science & Machine Learning with Python: 00:00:00
Overview This comprehensive course on CompTIA Network (N10-007) will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This CompTIA Network (N10-007) comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. 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 CompTIA Network (N10-007). It is available to all students, of all academic backgrounds. Requirements Our CompTIA Network (N10-007) is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 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 Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 22 sections • 172 lectures • 22:43:00 total length •Introduction: 00:03:00 •What is a Model?: 00:02:00 •OSI vs. TCP/IP Model: 00:07:00 •Walking Through OSI and TCP/IP: 00:12:00 •Meet the Frame: 00:06:00 •The MAC Address: 00:07:00 •Broadcast vs. Unicast: 00:04:00 •Introduction to IP Addressing: 00:08:00 •Packets and Ports: 00:05:00 •Network Topologies: 00:10:00 •Coaxial Cabling: 00:05:00 •Twisted Pair Cabling: 00:06:00 •Cat Ratings: 00:06:00 •Fiber Optic Cabling: 00:09:00 •Fire Ratings: 00:05:00 •Legacy Network Connections: 00:07:00 •What is Ethernet?: 00:07:00 •Ethernet Frames: 00:07:00 •Early Ethernet: 00:08:00 •The Daddy of Ethernet, 10BaseT: 00:03:00 •Terminating Twisted Pair: 00:14:00 •Hubs vs. Switches: 00:13:00 •100BaseT: 00:05:00 •Connecting Switches: 00:05:00 •Gigabit Ethernet and 10-Gigabit Ethernet: 00:05:00 •Transceivers: 00:07:00 •Connecting Ethernet Scenarios: 00:14:00 •Introduction to Structured Cabling: 00:04:00 •Terminating Structured Cabling: 00:08:00 •Equipment Room: 00:07:00 •Alternative Distribution Panels: 00:04:00 •Testing Cable: 00:09:00 •Troubleshooting Structured Cabling, Part 1: 00:05:00 •Troubleshooting Structured Cabling, Part 2: 00:05:00 •Using a Toner and Probe: 00:03:00 •Wired Connection Scenarios: 00:11:00 •Introduction to IP Addressing and Binary: 00:13:00 •Introduction to ARP: 00:04:00 •Classful Addressing: 00:10:00 •Subnet Masks: 00:12:00 •Subnetting with CIDR: 00:10:00 •More CIDR Subnetting Practice: 00:10:00 •Dynamic and Static IP Addressing: 00:18:00 •Rogue DHCP Servers: 00:07:00 •Special IP Addresses: 00:07:00 •IP Addressing Scenarios: 00:15:00 •Introducing Routers: 00:15:00 •Understanding Ports: 00:05:00 •Network Address Translation: 00:06:00 •Implementing NAT: 00:03:00 •Forwarding Ports: 00:18:00 •Tour of a SOHO Router: 00:12:00 •SOHO vs. Enterprise: 00:09:00 •Static Routes: 00:13:00 •Dynamic Routing: 00:11:00 •RIP: 00:04:00 •OSPF: 00:04:00 •BGP: 00:06:00 •TCP and UDP: 00:07:00 •ICMP and IGMP: 00:06:00 •Handy Tools: 00:07:00 •Introduction to Wireshark: 00:11:00 •Introduction to netstat: 00:09:00 •Web Servers: 00:12:00 •FTP: 00:12:00 •E-mail Servers and Clients: 00:09:00 •Securing E-mail: 00:06:00 •Telnet and SSH: 00:09:00 •Network Time Protocol: 00:02:00 •Network Service Scenarios: 00:10:00 •Understanding DNS: 00:12:00 •Applying DNS: 00:19:00 •The Hosts File: 00:04:00 •Net Command: 00:08:00 •Windows Name Resolution: 00:11:00 •Dynamic DNS: 00:05:00 •DNS Troubleshooting: 00:13:00 •Making TCP/IP Secure: 00:04:00 •Symmetric Encryption: 00:06:00 •Asymmetric Encryption: 00:03:00 •Cryptographic Hashes: 00:05:00 •Identification: 00:00:00 •Access Control: 00:04:00 •AAA: 00:05:00 •Kerberos/EAP: 00:00:00 •Single Sign-On: 00:10:00 •Certificates and Trust: 00:14:00 •Certificate Error Scenarios: 00:08:00 •Understanding IP Tunneling: 00:06:00 •Virtual Private Networks: 00:13:00 •Introduction to VLANs: 00:12:00 •InterVLAN Routing: 00:03:00 •Interfacing with Managed Switches: 00:11:00 •Switch Port Protection: 00:07:00 •Port Bonding: 00:07:00 •Port Mirroring: 00:04:00 •Quality of Service: 00:05:00 •IDS vs. IPS: 00:04:00 •Proxy Servers: 00:13:00 •Load Balancing: 00:09:00 •Device Placement Scenarios: 00:13:00 •Introduction to IPv6: 00:13:00 •IPv6 Addressing: 00:15:00 •IPv6 in Action: 00:13:00 •IPv4 and IPv6 Tunneling: 00:05:00 •Telephony Technologies: 00:09:00 •Optical Carriers: 00:03:00 •Packet Switching: 00:05:00 •Connecting with Dial-up: 00:05:00 •Digital Subscriber Line (DSL): 00:05:00 •Connecting with Cable Modems: 00:04:00 •Connecting with Satellites: 00:03:00 •ISDN and BPL: 00:04:00 •Remote Desktop Connectivity: 00:05:00 •Advanced Remote Control Systems: 00:09:00 •Introduction to 802.11: 00:12:00 •802.11 Standards: 00:12:00 •Power over Ethernet (PoE): 00:04:00 •Antennas: 00:09:00 •Wireless Security Standards: 00:16:00 •Implementing Wireless Security: 00:07:00 •Threats to Your Wireless Network: 00:07:00 •Retro Threats: 00:05:00 •Wi-Fi Protected Setup (WPS): 00:05:00 •Enterprise Wireless: 00:06:00 •Installing a Wireless Network: 00:15:00 •Wireless Scenarios: 00:07:00 •More Wireless Scenarios: 00:09:00 •Virtualization Basics: 00:07:00 •Cloud Ownership: 00:03:00 •Cloud Implementation: 00:12:00 •Your First Virtual Machine: 00:09:00 •NAS and SAN: 00:16:00 •Platform as a Service (PaaS): 00:09:00 •Software as a Service (SaaS): 00:03:00 •Infrastructure as a Service (IaaS): 00:10:00 •Cellular Technologies: 00:05:00 •Mobile Connectivity: 00:07:00 •Deploying Mobile Devices: 00:05:00 •Mobile Access Control: 00:06:00 •Network Types: 00:04:00 •Network Design: 00:10:00 •Power Management: 00:06:00 •Unified Communications: 00:11:00 •Network Documentation: 00:07:00 •Contingency Planning: 00:10:00 •Predicting Hardware Failure: 00:05:00 •Backups: 00:08:00 •What is Risk Management?: 00:06:00 •Security Policies: 00:08:00 •Change Management: 00:07:00 •User Training: 00:03:00 •Standard Business Documentation: 00:05:00 •Mitigating Network Threats: 00:05:00 •High Availability: 00:05:00 •Denial of Service: 00:09:00 •Malware: 00:10:00 •Social Engineering: 00:04:00 •Access Control: 00:08:00 •Man-in-the-Middle: 00:22:00 •Introduction to Firewalls: 00:05:00 •Firewalls: 00:10:00 •DMZ: 00:06:00 •Hardening Devices: 00:14:00 •Physical Security Controls: 00:09:00 •Testing Network Security: 00:08:00 •Network Protection Scenarios: 00:14:00 •SNMP: 00:15:00 •Documenting Logs: 00:09:00 •System Monitoring: 00:08:00 •SIEM (Security Information and Event Management): 00:07:00 •Network Troubleshooting Theory: 00:05:00