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🚀 Windows 10 Jumpstart: A Beginner's Guide 🚀 Are you ready to embark on a journey to master the most powerful and user-friendly operating system on the planet? Look no further! Introducing our groundbreaking online course: Windows 10 Jumpstart: A Beginner's Guide.   🔍 Unlock the Secrets of Windows 10: Dive headfirst into the Windows 10 universe with confidence! Our comprehensive course is designed for beginners, guiding you through every aspect of this dynamic operating system. Whether you're a complete novice or looking to enhance your skills, this course is your gateway to Windows 10 mastery.   🛠️ What You'll Learn: Getting Started: Navigate the Windows 10 interface effortlessly, from the Start Menu to the Desktop and beyond. Customization: Tailor Windows 10 to fit your needs with personalized settings, themes, and desktop configurations. Productivity Hacks: Unleash the full potential of Windows 10 with time-saving tips, keyboard shortcuts, and efficient multitasking techniques. Security Mastery: Safeguard your digital world with in-depth lessons on Windows Defender, firewalls, and essential security protocols. Troubleshooting Basics: Learn how to tackle common issues and optimize your system for peak performance.   🎓 Why Choose Our Course? Beginner-Friendly: No tech-speak here! We break down complex concepts into easy-to-understand lessons suitable for everyone. Interactive Learning: Engage with hands-on activities, quizzes, and practical exercises to reinforce your newfound knowledge. Lifetime Access: Enjoy unlimited access to the course material, allowing you to learn at your own pace and revisit lessons whenever you need a refresher. Expert Instructors: Our seasoned instructors are passionate about empowering you with the skills you need to navigate Windows 10 like a pro.   💡 Don't Miss Out on This Opportunity to Master Windows 10! Whether you're a student, professional, or tech enthusiast, Windows 10 Jumpstart: A Beginner's Guide is your ticket to unlocking the full potential of your computer. Enroll today and embark on a transformative learning experience! Course Curriculum Basic Overview 00:00 File Explorer File Menu 00:00 File Explorer - File Menu - Part 2 00:00 File Explorer Home Menu 00:00 File Explorer - Share Menu 00:00 File Explorer - View Menu 00:00 File Explorer View Menu 00:00 File Explorer Search Menu 00:00 Managing Your Desktop 00:00 Managing Your Display 00:00 Managing Cortana - Voice Assist 00:00 Quick Assist Settings 00:00 Media Streaming Settings 00:00 Recording A Screen Video 00:00 Recording An Audio 00:00 Taking A Snapshot of Your Screen 00:00 Recording Your Steps 00:00 Capturing Webcam Video 00:00 Adding Applications 00:00 Conclusion 00:00 Advanced Overview 00:00 Managing Start Up Speed 00:00 Managing Open Applications 00:00 Managing Your Hard Drive Space 00:00 Manaing Your Hard Drive Space - Storage Sense 00:00 Managing Frozen Applications 00:00 Managing Your PC Remotely 00:00 Manaing Your PC Remotely - Part 2 00:00 Managing Desktop Notifications - Focus Assist 00:00 Linking Your Mobile Device 00:00 Managing Your Backups and Restore Points 00:00 Managing Your Default Applications 00:00 Managing Your Workspace 00:00 Microsoft Edge - Write Notes 00:00 Managing Edge - Dot Menu 00:00 Managing Edge - Settings Menu Link 00:00 Managing Edge With Cortana 00:00 Managing Default Applications with Edge 00:00 Managing Lost Windows 00:00 Conclusion - Managing Voice Recognition 00:00

🌟 Unleash the Power of Your Imagination with the Narrative Mastery Certification Course! 🌟 Are you ready to embark on a transformative journey that will elevate your storytelling skills to new heights? Introducing the Narrative Mastery Certification Course - your gateway to becoming a master storyteller!   🚀 Why Choose Narrative Mastery Certification? ✨ Craft Compelling Narratives: Learn the art and science behind creating narratives that captivate, inspire, and resonate with your audience. From gripping beginnings to unforgettable endings, discover the secrets to crafting stories that leave a lasting impact. ✨ Unlock Your Creative Potential: Unleash the power of your imagination! Our course provides a dynamic blend of theory and hands-on exercises designed to fuel your creativity and push the boundaries of your storytelling capabilities. ✨ Versatility Across Mediums: Whether you're a writer, filmmaker, content creator, or business professional, our comprehensive curriculum is tailored to suit various mediums. Adapt your storytelling skills to excel in any platform or industry. ✨ Guidance from Industry Experts: Benefit from the wisdom of seasoned storytellers who have excelled in their respective fields. Gain insights, tips, and tricks that will set you apart and accelerate your journey towards narrative excellence. ✨ Interactive Learning Experience: Engage in interactive sessions, peer reviews, and real-world projects that bring the learning to life. Our community-driven approach ensures you not only learn from the best but also grow alongside a network of like-minded individuals. ✨ Earn Your Narrative Mastery Certification: Upon completion of the course, you'll receive a prestigious certification that validates your expertise in narrative storytelling. Showcase your skills proudly and open doors to new opportunities in your chosen field.   🔥 Don't Miss Out - Join the Narrative Mastery Revolution Today! Invest in your future, invest in your narrative mastery! 🚀📖✨ Course Curriculum Introduction to Storytelling Programme Overview - Storytelling 00:00 Introduction to Story and Storytelling 00:00 Foundations of Practical Storytelling Storytelling Styles 00:00 The Five Natural Storytelling Style 00:00 Understanding Audience 00:00 Deciding Which Story to Tell the Audience 00:00 Core of a Story 00:00 Setting Up Perspective 00:00 The Stories of the Audience's Potential Future 00:00 Scripting a Story The Elements and Structure of Stories 00:00 Step-by-Step Process of Weaving a Story 00:00 Techniques to Create a Breath-taking Plot 00:00 Techniques to Create a Vivid Setting 00:00 Using Anecdote 00:00 Using Analogy and Allegory 00:00 Scenic Details and Narrative Summary 00:00 Techniques to Create Characters 00:00 Storytelling - The Show Time Techniques to Start a Story 00:00 Techniques to Engage the Audience in a Story 00:00 Audience Participation 00:00 Techniques to put twists_ suspense_ and surprises in a story 00:00 Techniques to create and release tension 00:00 The World-building 00:00 Creating body details 00:00 Creating sights_ taste_ and smells in storytelling 00:00 Techniques to add humour 00:00 Making Fun of Yourself 00:00 Techniques to finish a story 00:00 Voice modulation during storytelling 00:00 Body language during storytelling 00:00 Using the Stanislavsky System 00:00 Specialized Storytelling Storytelling with data and statistics 00:00 Storytelling for Influencing People 00:00 Storytelling for Entrepreneurship and Business 00:00 Storytelling for Marketing 00:00 Brand Storytelling 00:00 Storytelling for Kids 00:00 Digital Storytelling 00:00 Visual Storytelling 00:00 Video Storytelling 00:00

🚀 Unlock Your Potential with the Professional Editing Mastery Program! 🚀 Are you ready to elevate your editing skills to unprecedented heights and embark on a transformative journey towards becoming a true editing maestro? Introducing the Professional Editing Mastery Program - your key to mastering the art and science of editing like never before!   🔍 What Will You Gain? 🌟 Comprehensive Editing Expertise: Dive deep into the world of professional editing with our meticulously crafted modules. From grammar and syntax perfection to advanced editing techniques, this program covers it all. 🔧 Hands-On Practice: Gain practical, real-world experience with hands-on exercises and real-life editing scenarios. Sharpen your skills through interactive assignments that mimic the challenges faced by professional editors. 🎓 Industry-Driven Curriculum: Developed by seasoned editors and industry experts, our curriculum is designed to meet the demands of the ever-evolving editing landscape. Stay ahead of the curve and position yourself as an industry authority. 🤝 Networking Opportunities: Connect with fellow aspiring editors and industry professionals through our exclusive community forums. Exchange ideas, seek advice, and build valuable relationships that can propel your editing career forward. 📈 Career Advancement: Whether you're a seasoned professional or just starting, this program equips you with the tools and knowledge to take your editing career to new heights. Gain a competitive edge in the job market and open doors to exciting opportunities.   🎯 Who Is This For? 🖋 Aspiring Editors: Kickstart your editing career with a solid foundation and the skills needed to stand out in a competitive market. 📚 Content Creators: Enhance your content quality and captivate your audience with polished, professional editing techniques. 💼 Professionals Seeking Career Growth: Elevate your professional profile by adding advanced editing skills to your repertoire. Become the go-to expert in your field. 👩‍💻 Freelancers: Set yourself apart in the freelance world by offering top-notch editing services. Increase your earning potential and attract high-value clients.   🌟 Enroll Today and Unlock a World of Editing Possibilities!   🚨 Don't miss out on this opportunity to revolutionize your editing journey. Join the ranks of editing professionals who have mastered their craft and are thriving in the industry. Course Curriculum Introduction Course Overview Editing and Proofreading 00:00 Introduction 00:00 In-depth editing or deep editing 00:00 Steps Involved in Editing 00:00 Proofreading strategies 00:00 Understanding the Context and Scope of a Piece 00:00 Content Edit Breaking up individual points 00:00 Making Sense of Individual Points 00:00 Deleting Irrelevant Points 00:00 Eliminating Rambling 00:00 Eliminating Repetition 00:00 Verifying the Facts 00:00 Removing Contradicting Statements 00:00 Finding and Adding Missing Points 00:00 Structure Edit Choosing the Angle 00:00 Creating Categories 00:00 Creating a Narrative Structure 00:00 Ordering Points within Sections 00:00 Creating Narrative Turns 00:00 Making the Piece Read Well 00:00 Clearing Up the Clutter 00:00 Arranging Paragraphs 00:00 Creating a Jazzy Intro 00:00 Creating a Snazzy Ending 00:00 Making the Narrative more Evocative 00:00 Correctly Introducing Every Person and Entity 00:00 Referencing 00:00 Presentations Edit Checking the Spelling, Grammar, and Punctuation 00:00 Replacing Jargons with Simple Words 00:00 Matching the Title 00:00 Fixing Inconsistencies 00:00 Addressing Trip-Ups 00:00 IT Skills Tracking Changes 00:00 Useful Editing and Proofreading Software and Websites 00:00 Choosing Editing and Proofreading as Career Proofreading Best Practices 00:00 Finding Clients 00:00 Marketing Yourself 00:00

Duration 4 Days 24 CPD hours This course is intended for Senior Linux system administrators responsible for maximizing resource utilization through performance tuning. Overview Analyze and tune for resource-specific scenarios Applying tuning profiles with the tuned tool Tune in virtual environments (hosts and guests) Trace and profile system events and activities Tune resource limits and utilization using systemd-integrated cgroups Gather performance metrics and benchmarking data Red Hat© Enterprise Performance Tuning is designed to teach senior Linux© system administrators the methodology of performance tuning for Red Hat Enterprise Linux. This course discusses system architecture with an emphasis on understanding the implications of system architecture on system performance, methods for testing the effects of performance adjustments, open source benchmarking utilities, methods for analyzing system and networking performance, and tuning configurations for specific application loads. Prerequisites Become a Red Hat Certified Engineer (RHCE©), or demonstrate equivalent experience 1 - Introduction to performance tuning Understand the basic principles of performance tuning and analysis. 2 - Collecting, graphing, and interpreting data Gain proficiency in using basic analysis tools and in evaluating data. 3 - General tuning Learn basic tuning theory and mechanisms used to tune the system. 4 - Hardware profiling Understand and analyze hardware. 5 - Software profiling Analyze CPU and memory performance of applications. 6 - Mail server tuning Learn about basic storage tuning using an email server as an example. 7 - Large memory workload tuning Understand memory management and tuning. 8 - HPC workload tuning HPC workload tuning 9 - File server tuning Understand storage and network tuning in the context of a file server application. 10 - Database server tuning Tune memory and network performance using a database application as an example. 11 - Power usage tuning Tune systems with power consumption in mind. 12 - Virtualization tuning Tune ?host? and ?guest? for efficient virtualization.

Duration 2 Days 12 CPD hours This course is intended for DevOps Engineers Software Developers Telecommunications Professionals Architects Quality Assurance & Site Reliability Professionals Overview Automate basic freestyle projects Jenkins Pipelines and Groovy Programming Software lifecycle management with Jenkins Popular plugins Scaling options Integrating Jenkins with Git and GitHub (as well as other Software Control Management platforms) Triggering Jenkins with Webhooks Deploying into Docker and Kubernetes CI / CD with Jenkins This course covers the fundamentals necessary to deploy and utilize the Jenkins automation server. Jenkins enables users to immediately begin automating both their individual and collaborative workflows. Jenkins is a proven solution for a wide variety of tasks ranging from the helpful automation of scripts (such as Python and Ansible) to creating complex pipelines that govern the technical parts of not only Continuous Integration, but Continuous Delivery (CI/CD) as well. Jenkins is free, open source, and easily controlled with a simple web- based UI- it can be expanded by third party plugins and is deployable on nearly any on-site (Linux, Windows and Mac) or cloud platform. Overview of Jenkins Overview of Continuous Integration and Continuous Deployment (CI/CD) Understanding Git and GitHub Git Branching Methods for Installing Jenkins Jenkins Dashboard Jenkins Jobs Getting Started with Freestyle Jobs Triggering builds HTTP Web Hooks Augmenting Jenkins with Plugins Overview of Docker and Dockerfile for Building and Launching Images Pipeline Jobs for Continuous Integration and Continuous Deployment Pipeline Build Stage Pipeline Testing Stage Post Build actions SMTP and Other Notifications Programming Pipelines with Groovy More Groovy Programming Essentials Extracting Jenkins Data Analytics to Support Project Management Troubleshooting Failures Auditing stdout and stderr with Jenkins Jenkins REST API Controlling Jenkins API with Python Jenkins Security Scaling Jenkins Jenkins CLI Building a Kubernetes Cluster and Deploying Jenkins How to start successfully using Jenkins to automate aspects of your job the moment this course ends.

Buy Big. Save Big; Save: £403! Offer Ends Soon; Hurry Up!! This Level 4 Lone Worker Safety course is endorsed by The Quality Licence Scheme and accredited by CPD (with 120 CPD points) to make your skill development and career progression related to Lone Worker Safety substantial and easier than ever! Discover how to protect and support employees and colleagues who may have no immediate contact with others when you take this course. A 'lone worker' is defined as being someone who usually performs their activities in solitude and has no close or direct supervision with any other individual. With this expert training, you will understand the moral and practical obligations that are needed to make sure that the offsite workforce is fit and well. Following the advent of the pandemic, home-based employment and remote working has become a necessity to many companies, and the safety implications need to be considered. In this course, you will learn where the responsibilities for a lone worker's health status lie, the UK laws related to remote working, and ways to assess the risks associated with offsite work. Additionally, you will also be taught how to identify potential mental health issues and ensure sufficient first aid facilities are available for every worker. Key Topics to Be Covered by Lone Worker Safety Understanding the risks of lone work and who has supervisory responsibilities UK health and safety acts that cover the well-being of lone workers Assessing the risks that a lone worker may encounter during regular activities Providing protection and precautions from conflict and hazards Ensure remoter workers have first aid facilities and health support Upon successful completion of the course, you will receive an instant e-certificate as proof of the comprehensive skill development and competency. Add these amazing new skills to your resume and boost your employability by simply enrolling on this course. With this comprehensive this course, you can achieve your dreams and train for your ideal career. This course provides students with an in-depth learning experience that they can work through at their own pace to enhance their professional development. By completing this Safety course, you will gain valuable knowledge on the topic and it will give you a significant advantage in the job market. You'll get a Free Student ID card by enrolling in this course. This ID card entitles you to discounts on bus tickets, movie tickets, and library cards. Enrolling on the Lone Worker Safety course will ensure that you land your dream career faster than you thought possible. Stand out from the crowd and train for the job you want with the program. Experts created the Lone Worker Safety course to provide a rich and in-depth training experience for all students who enrol in it. Enrol in the course right now and you'll have immediate access to all of the course materials. Then, from any internet-enabled device, access the course materials and learn when it's convenient for you. Start your learning journey straight away with this course and take a step toward a brighter future! Why Prefer this Lone Worker Safety Course? Opportunity to earn a certificate endorsed by the Quality Licence Scheme and another certificate accredited by CPD after completing this course Student ID card with amazing discounts - completely for FREE! (£10 postal charges will be applicable for international delivery) Standard-aligned lesson planning Innovative and engaging content and activities Assessments that measure higher-level thinking and skills Complete the program in your own time, at your own pace Each of our students gets full 24/7 tutor support **** Course Curriculum **** **** Lone Worker Safety Course **** Module 01: Basics of Lone Working What Is Lone Working? Classification of Lone Workers Prominent Professions Involving Lone Work Responsibilities Concerning Lone Working Head of Service Responsibilities Health and Safety Team Responsibilities Managers/Supervisors Responsibilities Employees Responsibilities Module 02: Lone Worker's Safety Laws The Legal Position Health and Safety at Work etc. Act 1974 Safety Representatives and Safety Committees Regulations 1977 The Health and Safety (First Aid) Regulations 1981 The Workplace (Health, Safety and Welfare) Regulations 1992 The Reporting of Injuries, Diseases and Dangerous Occurrences Regulations 1995 The Management of Health and Safety at Work Regulations 1999 Module 03: Risk Assessment Possible Risks Lone Workers May Face Lone Worker Identification and Risk Assessment Flow Chart The HSE Guidance on Lone Working Dynamic Risk Assessment Violence Working in Remote Areas Home-Working Safety Representative's Role Module 04: Safe Working System for Lone Working Buddy System Home Visits Staff Who Are Not Routinely Defined as Lone Workers Higher Risk Visits/Locations Severe Weather Conditions Car Safety Personal Safety on Foot Manager's Checklist Module 05: Conflict Avoidance and Resolution What Is Conflict? Supervision Communication and Monitoring Specialist Lone Worker Devices Reviewing Procedures Training and Information Health and Safety Representatives Module 06: Reporting and Recording Incidents Incidents to be Reported Common Hazards Hazardous Chemicals and Other Substances Workplace Violence Membership Awareness Encourage Reporting Surveys and Inspections Lone Working Policy and Procedures Working Alone on Site Working Away from Base Module 07: Physical and Mental Well-being Physical Well-being Working Alone with a Medical Condition Emergencies and Injuries Mental Health and Well-being Bullying and Harassment Stress Burnout Ensuring Well-being Monitor Lone Workers' Health Keep In Touch Exercise and Meditation Module 08: First Aid and Workplace Safety for Lone Workers What Is First Aid? Mental Health First Aid Contents of a Basic First Aid Kit Initial Assessment Maintaining Workplace Safety Assessment Process We offer an integrated assessment framework to make the process of evaluation and accreditation for learners easier. You have to complete the assignment questions given at the end of the course and score a minimum of 60% to pass each exam. Our expert trainers will assess your assignment and give you feedback after you submit the assignment. You will be entitled to claim a certificate endorsed by the Quality Licence Scheme after you have completed all of the exams. CPD 120 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Is This Lone Worker Safety Course Right for You? Anyone interested in learning more about this subject should take this course. This course will help you grasp the basic concepts as well as develop a thorough understanding of the subject. All are welcome to take this course. There are no prerequisites for enrollment, and you can access the course materials from any location in the world. Requirements The Lone Worker Safety program does not require any prior knowledge; everyone may participate! This course is open to anyone who is interested in learning from anywhere in the world. Every student must be over the age of 16 and have a passion for learning and literacy. This 100% online course can be accessed from any internet-connected device, such as a computer, tablet, or smartphone. This course allows you to study at your own speed and grow a quality skillset. Career path This course will allow you to kickstart or take your career in the related sector to the next stage. Our whole course will assist you in achieving a position of respect and dignity, as well as allowing you to gain an advantage over your competitors. The Lone Worker Safety certificate will strengthen your CV and assist you in finding work in the related industry. Certificates CPD Accredited Certificate Digital certificate - £10 Diploma in Lone Worker Safety Training at QLS Level 4 Hard copy certificate - £99 After successfully completing the Diploma in Lone Worker Safety Training at QLS Level 4 course, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with a pricing scheme of - 99 GBP inside the UK 109 GBP (including postal fees) for international delivery CPD Accredited Certificate 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (international delivery)

Overview: Effective Communication Skills In today's interconnected world, effective communication is an invaluable asset. Whether you're interacting in your personal relationships, navigating professional environments, or engaging with broader communities, the ability to convey ideas, thoughts, and emotions with clarity and precision is essential. The 'Effective Communication Skills' course is designed to equip learners with the knowledge, strategies, and practical techniques necessary to become adept communicators across various mediums.   Chapter 1: Effective Communication The foundation of effective communication lies in understanding its fundamental principles. In this introductory chapter, learners will delve into the core concepts that underpin successful communication. From the basic elements of encoding and decoding messages to the importance of active listening and feedback, participants will gain insights into the dynamics of human interaction. Key topics covered in this module include: The communication process: Explore the stages involved in transmitting and receiving messages, including encoding, transmitting, receiving, decoding, and feedback. Verbal and nonverbal communication: Understand the role of both verbal language and nonverbal cues such as body language, facial expressions, and gestures in conveying meaning. Barriers to communication: Identify common obstacles that hinder effective communication, such as noise, cultural differences, language barriers, and emotional barriers. Active listening: Learn techniques to enhance listening skills, including paraphrasing, clarifying, summarizing, and empathizing with the speaker. Through a combination of theoretical concepts, real-world examples, and interactive exercises, learners will develop a solid understanding of the principles of effective communication and how they can be applied in various contexts. Chapter 2: Effective Verbal Communication Verbal communication plays a central role in interpersonal interactions, presentations, negotiations, and everyday conversations. In this module, participants will explore strategies for mastering the art of verbal communication and fostering meaningful connections with others through spoken language. Key components of this chapter include: Clarity and conciseness: Discover techniques for articulating thoughts and ideas clearly and succinctly to ensure that messages are easily understood by others. Tone and delivery: Explore the impact of tone of voice, pacing, pitch, and emphasis on the interpretation of verbal messages, and learn how to adapt these elements to different situations and audiences. Assertiveness and confidence: Develop strategies for expressing opinions, making requests, and asserting boundaries with confidence and assertiveness, while also respecting the perspectives of others. Effective questioning and feedback: Master the art of asking open-ended questions, providing constructive feedback, and engaging in productive dialogue to foster mutual understanding and collaboration. Through practical exercises, role-playing scenarios, and guided feedback sessions, learners will hone their verbal communication skills and gain confidence in their ability to express themselves effectively in various contexts. Chapter 3: Effective Written Communication In an age dominated by digital communication channels, the ability to communicate effectively in writing is more important than ever. This module focuses on developing proficiency in written communication, from crafting clear and concise emails to drafting persuasive reports and documents. Key themes covered in this module include: Structure and organization: Learn how to structure written communication effectively, including the use of introductions, main body paragraphs, and conclusions to guide the reader through the content. Clarity and precision: Explore techniques for writing clearly and concisely, avoiding jargon, ambiguity, and unnecessary complexity to ensure that messages are easily understood by the intended audience. Tone and style: Understand the importance of tailoring the tone and style of writing to suit the purpose, audience, and context, whether it's formal, informal, persuasive, or informative. Editing and proofreading: Develop strategies for reviewing and revising written work to correct errors in grammar, punctuation, spelling, and style, ensuring that the final product is polished and professional. By practicing writing exercises, analyzing sample texts, and receiving constructive feedback, participants will enhance their written communication skills and become more effective communicators in both personal and professional settings.   Conclusion The 'Effective Communication Skills' course provides a comprehensive framework for mastering the art of communication in today's fast-paced world. By exploring the principles of effective communication, mastering verbal and written communication techniques, and practicing through interactive exercises, participants will develop the skills and confidence needed to succeed in any communication context. Whether you're a seasoned professional looking to enhance your communication skills or an aspiring communicator seeking to build a strong foundation, this course offers valuable insights and practical strategies for achieving your goals. Course Curriculum Chapter 1 Effective Communication Effective Communication 00:00 Chapter 2 Effective Verbal Communication Effective Verbal Communication 00:00 Chapter 3 Effective Written Communication Effective Written Communication 00:00

Overview This comprehensive course on Python for Data Analysis will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Python for Data Analysis comes with accredited certification, 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 Python for Data Analysis. It is available to all students, of all academic backgrounds. Requirements Our Python for Data Analysis 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 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 19 sections • 99 lectures • 00:08:00 total length •Welcome & Course Overview: 00:07:00 •Set-up the Environment for the Course (lecture 1): 00:09:00 •Set-up the Environment for the Course (lecture 2): 00:25:00 •Two other options to setup environment: 00:04:00 •Python data types Part 1: 00:21:00 •Python Data Types Part 2: 00:15:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1): 00:16:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2): 00:20:00 •Python Essentials Exercises Overview: 00:02:00 •Python Essentials Exercises Solutions: 00:22:00 •What is Numpy? A brief introduction and installation instructions.: 00:03:00 •NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes.: 00:28:00 •NumPy Essentials - Indexing, slicing, broadcasting & boolean masking: 00:26:00 •NumPy Essentials - Arithmetic Operations & Universal Functions: 00:07:00 •NumPy Essentials Exercises Overview: 00:02:00 •NumPy Essentials Exercises Solutions: 00:25:00 •What is pandas? A brief introduction and installation instructions.: 00:02:00 •Pandas Introduction: 00:02:00 •Pandas Essentials - Pandas Data Structures - Series: 00:20:00 •Pandas Essentials - Pandas Data Structures - DataFrame: 00:30:00 •Pandas Essentials - Handling Missing Data: 00:12:00 •Pandas Essentials - Data Wrangling - Combining, merging, joining: 00:20:00 •Pandas Essentials - Groupby: 00:10:00 •Pandas Essentials - Useful Methods and Operations: 00:26:00 •Pandas Essentials - Project 1 (Overview) Customer Purchases Data: 00:08:00 •Pandas Essentials - Project 1 (Solutions) Customer Purchases Data: 00:31:00 •Pandas Essentials - Project 2 (Overview) Chicago Payroll Data: 00:04:00 •Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data: 00:18:00 •Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach: 00:13:00 •Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials - Exercises Overview: 00:06:00 •Matplotlib Essentials - Exercises Solutions: 00:21:00 •Seaborn - Introduction & Installation: 00:04:00 •Seaborn - Distribution Plots: 00:25:00 •Seaborn - Categorical Plots (Part 1): 00:21:00 •Seaborn - Categorical Plots (Part 2): 00:16:00 •Seborn-Axis Grids: 00:25:00 •Seaborn - Matrix Plots: 00:13:00 •Seaborn - Regression Plots: 00:11:00 •Seaborn - Controlling Figure Aesthetics: 00:10:00 •Seaborn - Exercises Overview: 00:04:00 •Seaborn - Exercise Solutions: 00:19:00 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1): 00:19:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2): 00:14:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview): 00:11:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions): 00:37:00 •Project 1 - Oil vs Banks Stock Price during recession (Overview): 00:15:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3): 00:17:00 •Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview): 00:03:00 •Introduction to ML - What, Why and Types..: 00:15:00 •Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff: 00:15:00 •scikit-learn - Linear Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Linear Regression Model Hands-on (Part 2): 00:19:00 •Good to know! How to save and load your trained Machine Learning Model!: 00:01:00 •scikit-learn - Linear Regression Model (Insurance Data Project Overview): 00:08:00 •scikit-learn - Linear Regression Model (Insurance Data Project Solutions): 00:30:00 •Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc.: 00:10:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 2): 00:20:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 3): 00:11:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Overview): 00:05:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Solutions): 00:15:00 •Theory: K Nearest Neighbors, Curse of dimensionality .: 00:08:00 •scikit-learn - K Nearest Neighbors - Hands-on: 00:25:00 •scikt-learn - K Nearest Neighbors (Project Overview): 00:04:00 •scikit-learn - K Nearest Neighbors (Project Solutions): 00:14:00 •Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging.: 00:18:00 •scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1): 00:19:00 •scikit-learn - Decision Tree and Random Forests (Project Overview): 00:05:00 •scikit-learn - Decision Tree and Random Forests (Project Solutions): 00:15:00 •Support Vector Machines (SVMs) - (Theory Lecture): 00:07:00 •scikit-learn - Support Vector Machines - Hands-on (SVMs): 00:30:00 •scikit-learn - Support Vector Machines (Project 1 Overview): 00:07:00 •scikit-learn - Support Vector Machines (Project 1 Solutions): 00:20:00 •scikit-learn - Support Vector Machines (Optional Project 2 - Overview): 00:02:00 •Theory: K Means Clustering, Elbow method ..: 00:11:00 •scikit-learn - K Means Clustering - Hands-on: 00:23:00 •scikit-learn - K Means Clustering (Project Overview): 00:07:00 •scikit-learn - K Means Clustering (Project Solutions): 00:22:00 •Theory: Principal Component Analysis (PCA): 00:09:00 •scikit-learn - Principal Component Analysis (PCA) - Hands-on: 00:22:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Overview): 00:02:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Solutions): 00:17:00 •Theory: Recommender Systems their Types and Importance: 00:06:00 •Python for Recommender Systems - Hands-on (Part 1): 00:18:00 •Python for Recommender Systems - - Hands-on (Part 2): 00:19:00 •Natural Language Processing (NLP) - (Theory Lecture): 00:13:00 •NLTK - NLP-Challenges, Data Sources, Data Processing ..: 00:13:00 •NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing: 00:19:00 •NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW.: 00:19:00 •NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes : 00:13:00 •NLTK - NLP - Pipeline feature to assemble several steps for cross-validation: 00:09:00 •Resources- Python for Data Analysis: 00:00:00

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