Duration 3 Days 18 CPD hours This course is intended for Experienced system administrators and network administrators Customers, cloud architects, systems engineers, data center administrators Network administrators with experience in managed services or managing a Telco Cloud environment Overview By the end of the course, you should be able to meet the following objectives: Deploy VMware Telco Cloud Service Assurance Manage VMware Telco Cloud Service Assurance to satisfy Telco cloud provider needs Discuss configurable options for VMware Telco Cloud Service Assurance Identify and configure different data sources which are used with VMware Telco Cloud Service Assurance Configure different collectors in VMware Telco Cloud Service Assurance Identify the Root Cause Analysis options with VMware Telco Cloud Service Assurance Discuss data collection in VMware Telco Cloud Service Assurance Explain root cause analysis in VMware Telco Cloud Service Assurance Navigate through the logs for troubleshooting This three-day, hands-on training course provides the knowledge, skills, and tools to achieve competency in installing, configuring, and managing the VMware Telco Cloud Service Assurance environment. In this course, you are introduced to the installation methods of VMware Telco Cloud Service Assurance? across various supported platforms and troubleshooting tools that help you install, manage, and troubleshoot your VMware Telco Cloud Service Assurance environment. In addition, you are presented with various types of configuration options, which you will identify, analyze, and navigate through as you explore the UI and configurable options of the product. Course Introduction Introduction and course logistics Course objectives Introduction to VMware Telco Cloud Service Assurance Describe the features of VMware Telco Cloud Service Assurance List the capabilities of VMware Telco Cloud Service Assurance Discuss the use cases of VMware Telco Cloud Service Assurance Describe the role played by VMware Telco Cloud Service Assurance components in delivering service assurance Deploying VMware Telco Cloud Service Assurance Explain different deployment options of VMware Telco Cloud Service Assurance Identify different deployment methods of VMware Telco Cloud Service Assurance Discuss different phases in deploying VMware Telco Cloud Service Assurance Identify different footprints available for HA based and non-HA based installation of VMware Telco Cloud Service Assurance Describe the SMARTs components of VMware Telco Cloud Service Assurance Deploy VMware Telco Cloud Service Assurance User Access Control Describe the features Role-based Access Control (RBAC) Outline the role of Keycloak in implementing RBAC in VMware Telco Cloud Service Assurance Configure user federation in Keycloak Use the VMware Telco Cloud Service Assurance UI to manage RBAC Create policies in VMware Telco Cloud Service Assurance that align with job roles Services and User Interface Configurations Describe the architecture of logical switching Describe the core services on a TCSA cluster Discuss the Global Manager or Service Assurance Manager (SAM), IP Domain Manager, Server Manager (ESM) Discuss VMware Telco Cloud Service Assurance UI Overview Explain Working with Notifications Elaborate Configuring Summary's Describe Accessing Notification Details Explain Viewing and configuring Topologies List Customizing Topologies Describe Topology Explorer Explain Collecting Troubleshooting Information Discuss Custom models Describe how compute resources are provided to VMware Telco Cloud Service Assurance Describe how storage is provided to VMware Telco Cloud Service Assurance Configure and manage VMware Telco Cloud Service Assurance Discuss configurable options for VMware Telco Cloud Service Assurance Day 1 and Day 2 Operations Review the architecture of logical routing and NSX Edge nodes Identify different data sources to be used with VMware Telco Cloud Service Assurance Configure different collectors with VMware Telco Cloud Service Assurance Describe Alarms and Thresholds Demonstrate how to configure alarms with VMware Telco Cloud Service Assurance Explain how to setup thresholds and timelines in VMware Telco Cloud Service Assurance Define Catalog management and sharing catalogs inside and between organizations. Identify the steps to import or upload data into catalogs. Explain the purpose of catalogs and How to Create a catalog organization. Describe the Purpose and Usage of Open Virtualization Format (OVA) and Custom vApp or VM Properties. Discuss vApp Templates Logs and Troubleshooting Review the architecture of the Distributed Firewall Discuss VMware Telco Cloud Service Assurance installations logs List Smarts installation logs Explain backup and restore options of VMware Telco Cloud Service Assurance Identify the approach for troubleshooting containerized services Discuss monitoring services
Guarantee a successful career in real estate with the Real Estate Agent course training programme! Through this course, you will learn how the real estate industry works and will gain the most up-to-date skills to start building your property portfolio. Not only that, but you will gain the interpersonal skills and business skills needed to launch your career successfully and stand out from the competition. Gain an industry-recognised qualification to fast track your career and learn best practises from this best-selling bundle training program. This course is the perfect stepping stone to a successful career as an Estate Agent. Learning Outcomes Navigate the roles and responsibilities of estate agents across various sectors. Cultivate a robust method for listing and valuing properties effectively. Enhance negotiation techniques to become a formidable advocate for clients. Implement strategic time management and productivity amplifying methods. Invest in property with acumen and build a diverse, profitable portfolio. Why choose this Real Estate Agent 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 Real Estate Agent course for? Novices with aspirations to penetrate the real estate industry. Seasoned professionals aiming to refresh and expand their expertise. Investors looking to enrich their knowledge of real estate transactions. Individuals pursuing skills in property portfolio expansion. Professionals desiring to elevate their persuasive communication abilities. Career path Estate Agent: £18,000 - £30,000 Property Manager: £20,000 - £35,000 Real Estate Investment Analyst: £25,000 - £55,000 Portfolio Manager: £40,000 - £70,000 Lettings Negotiator: £15,000 - £25,000 Real Estate Developer: £30,000 - £70,000+ Prerequisites This Real Estate Agent does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Real Estate Agent 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 ***Estate Agent Diploma*** Introduction to the Course Introduction to the Course - Estate Agent 00:03:00 Module 01 - Estate Agent: An Introduction Estate Agent: An Introduction 00:24:00 Module 02 - Different Types of Estate Agents Different Types of Estate Agents 00:18:00 Module 03 - Getting Started on the Job Getting Started on the Job 00:19:00 Module 04 - Listing Property: Finding the Sellers Listing Property: Finding the Sellers 00:27:00 Module 05 - Valuation Process Valuation Process 00:24:00 Module 06 - Negotiating as Estate Agent Negotiating as Estate Agent 00:15:00 Module 07 - Selling Property: Finding the Buyers Selling Property: Finding the Buyers 00:26:00 Module 08 - Letting Property Letting Property 00:34:00 Module 09 - Technology for Estate Agents Technology for Estate Agents 00:24:00 Module 10 - Regulation of Estate Agents Regulation of Estate Agents 00:16:00 Final Recap Final Recap to the Course 00:00:00 ***Time Management & Productivity Training in Real Estate*** Introduction Meet Your Instructor 00:02:00 Why Shawn as Your Instructor? - Personal Success Story 00:04:00 Roadmap to Do More Deals in Less Time 00:01:00 Time Management Trough Tempo Methodology What is Tempo Methodology? 00:02:00 The First Step to BOOSTING Productivity 00:08:00 Personal Strategy Assessment Time! 00:08:00 How to Make the Necessary Changes 00:05:00 Developing a SUCCESSFUL Game-plan 00:05:00 It's Go Time.. 00:02:00 The Tempo Methodology Machine 00:03:00 Productivity Killers - How to MINIMIZE Avoiding Your Email Inbox Nightmare 00:06:00 SILENT but DEADLY Productivity Killers 00:06:00 What are Electives? How Do We Stop Them 00:04:00 Mind Blowing Social Media Trends 00:04:00 Productivity Boosters - How to MAXIMIZE Step 1 is Always NUKE IT 00:04:00 Mastering the Art of Goal Setting 00:07:00 Prioritize - Prioritize - PRIORITIZE 00:05:00 Mini Strategies for Success! 00:04:00 Return on Time Invested (ROTI) 00:04:00 Exponentially AMPLIFY Your Time How to Manage 1,000 Clients w/ 1 Click 00:08:00 Simple Tip for Staying Focused 00:06:00 How to Wake Up Every Day Ready to Succeed 00:07:00 Simple Technique to Sleep FASTER & Feel BETTER 00:05:00 How to Increase Efficiency by 300% 00:08:00 Conclusion My Thanks to You 00:03:00 Bonus What's Next? (BONUS) 00:02:00 ***Real Estate Investment Training*** Introduction Introduction Super Real Estate Investing 00:11:00 Why Real Estate Continues to Be the Best Investment for Most People 00:13:00 Getting Amazing Deals on Properties How to buy houses for super cheap 00:21:00 How to use direct marketing to reach motivated sellers 00:16:00 How to Finance Real Estate Deals Secrets to financing all kinds of deals 00:17:00 Understanding Hard Money 00:07:00 More Hard Money Examples 00:11:00 How to Execute Effective Exit Strategies The best exit strategies in real estate 00:14:00 Secrets to wholesaling properties to other investors 00:14:00 Secrets to rehabbing the property and maximizing profit 00:07:00 Making Money with Tax Lien Certificates and Deeds Secrets to buying tax lien certificates and tax deeds 00:09:00 Building Wealth and Passive Income Through Rental Properties Buying and renting for maximum passive income 00:16:00 REI Secrets, Tips, and Tricks 00:13:00 More REI Secrets, Tips, and Tricks 00:11:00 Even more REI Secrets, Tips, and Tricks 00:09:00 Conclusion Conclusion Super Real Estate 00:06:00 ***Portfolio Building for Property*** Module: 01 Introduction 00:07:00 The answer is Property 00:05:00 Mortgage Types 00:06:00 Negative Mind Chatter 00:08:00 Module: 02 Steps in the Plan 00:06:00 Property Types 00:02:00 Set it up and Forget about it 00:07:00 Raising the Capital 00:16:00 Watch Your Cashflow 00:08:00 Look at the costs 00:09:00 Module: 03 Portfolio building strategy 00:13:00 Historic Property Cycles 00:07:00 Make your portfolio grow faster 00:08:00 Ways to Create Income 00:02:00 Understanding Inflation 00:03:00 ***Persuasion and Influencing Skills*** What Is Influence & Why is It Important! 00:06:00 The Power To influence - Beginning Concepts 00:13:00 The 6 Master Principles Of Persuasion - Part 1 00:15:00 The 6 Master Principles Of Persuasion - Part 2 00:16:00 The MUST Have Persuasion Tool! 00:09:00 Emotional Reasoning 00:06:00 MORE Powerful Tools Of Persuasion 00:17:00 Rapport Building & Reputation - Part 1 00:11:00 Rapport Building & Reputation - Part 2 00:16:00 Powerful Tools Of Persuasion - Part 1 00:13:00 Powerful Tools Of Persuasion - Part 2 00:12:00 Powerful Tools Of Persuasion - Part 3 00:15:00 Mock Exam Mock Exam - Real Estate Agent 00:20:00 Final Exam Final Exam - Real Estate Agent 00:20:00
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In this competitive job market, you need to have some specific skills and knowledge to start your career and establish your position. This Photoshop: Quick & Easy Digital Painting Like a Professional will help you understand the current demands, trends and skills in the sector. The course will provide you with the essential skills you need to boost your career growth in no time. The Photoshop: Quick & Easy Digital Painting Like a Professional will give you clear insight and understanding about your roles and responsibilities, job perspective and future opportunities in this field. You will be familiarised with various actionable techniques, career mindset, regulations and how to work efficiently. This course is designed to provide an introduction to Photoshop: Quick & Easy Digital Painting Like a Professional and offers an excellent way to gain the vital skills and confidence to work toward a successful career. It also provides access to proven educational knowledge about the subject and will support those wanting to attain personal goals in this area. Learning Objectives Learn the fundamental skills you require to be an expert Explore different techniques used by professionals Find out the relevant job skills & knowledge to excel in this profession Get a clear understanding of the job market and current demand Update your skills and fill any knowledge gap to compete in the relevant industry CPD accreditation for proof of acquired skills and knowledge Who is this Course for? Whether you are a beginner or an existing practitioner, our CPD accredited Photoshop: Quick & Easy Digital Painting Like a Professional is perfect for you to gain extensive knowledge about different aspects of the relevant industry to hone your skill further. It is also great for working professionals who have acquired practical experience but require theoretical knowledge with a credential to support their skill, as we offer CPD accredited certification to boost up your resume and promotion prospects. Entry Requirement Anyone interested in learning more about this subject should take this Photoshop: Quick & Easy Digital Painting Like a Professional. This course will help you grasp the basic concepts as well as develop a thorough understanding of the subject. The course is open to students from any academic background, as there is no prerequisites to enrol on this course. The course materials are accessible from an internet enabled device at anytime of the day. CPD Certificate from Course Gate At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £9 and the hard copy for £15. Also, you can order both PDF and hardcopy certificates for £22. Career path The Photoshop: Quick & Easy Digital Painting Like a Professional will help you to enhance your knowledge and skill in this sector. After accomplishing this course, you will enrich and improve yourself and brighten up your career in the relevant job market. Course Curriculum Section 01: Introduction and Welcome Introduction 00:02:00 What do you Need to Start This Course 00:03:00 What Sorts of Digital Paintings Can You Make in Photoshop? Let Us Count the Ways 00:05:00 Section 02: Diving Into Photoshop and Its Painting Tools Learn or Review Setting Up a New File and Choosing Important Document Settings 00:00:00 Get the Rundown on Important Windows, Tools, and Brushes in Photoshop 00:09:00 Introducing My Good Friend the Mixer Brush Tool 00:04:00 Not Your Average Eraser. Painterly Ways to Use This Common Tool in Photoshop 00:03:00 Section 03: Time For Action. Let's Make a Digital Painting Together! How to Get an Original Photo and More About The Techniques We Use In This Course 00:07:00 Pit Stop. Why Using Layers Will Up Your Art-Making Game x1000 00:02:00 Ready? Let's Start By Placing a Photo, Modifying It, and Saving As 00:06:00 Time to Add Our Underpainting. Let's Roll. 00:05:00 Now Let's Add an Overpainting (You Can Have as Many of These As You Want) 00:03:00 Line It Up! Adding a Black Line Drawing Layer to the Mix 00:03:00 Deconstruction Time. Erase and Eat Into the Original Photograph 00:07:00 Polishing and Finishing Up: Using Sponge, Dodge, and Burn Tools to Finalise 00:05:00 Timelapse Illustration With Steps Variation -Review and Case Study 00:02:00 Section 04: Intermediate and Advanced Ways You Can Use These Techniques (Case Study) Advanced Illustration Techniques (Children's Book Case Study) 00:07:00 Under the Hood: Inside a Lori Leak Illustration (Case Study) 00:05:00 How to Easily Cut, Paste, and Collage Photos Into Your Images in Photoshop 00:08:00 Utilise the Power of Time to Make Better Designs -Case Study 00:05:00 Smile! Quickly Change Your Character's Mood, Face, or Body With Liquify Tools 00:15:00 Section 05: Extras: The Only Tools You Need to Know in Photoshop & Starting Your Own E-Store Extra: How to Up Your Game With Stunning New Photoshop Brushes 00:07:00 Extra: The Only 'Evergreen' Tools You Need to Know in Any Imaging Program 00:07:00 Extra: Keeping Sketchbooks and Journals: Enhance Your Creative Process 00:06:00 Section 06: Conclusion, Thank You and Bonuses Thank You For Taking This Course! 00:02:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00
In this competitive job market, you need to have some specific skills and knowledge to start your career and establish your position. This Basic Photography will help you understand the current demands, trends and skills in the sector. The course will provide you with the essential skills you need to boost your career growth in no time. The Basic Photography will give you clear insight and understanding about your roles and responsibilities, job perspective and future opportunities in this field. You will be familiarised with various actionable techniques, career mindset, regulations and how to work efficiently. This course is designed to provide an introduction to Basic Photography and offers an excellent way to gain the vital skills and confidence to work toward a successful career. It also provides access to proven educational knowledge about the subject and will support those wanting to attain personal goals in this area. Learning Objectives Learn the fundamental skills you require to be an expert Explore different techniques used by professionals Find out the relevant job skills & knowledge to excel in this profession Get a clear understanding of the job market and current demand Update your skills and fill any knowledge gap to compete in the relevant industry CPD accreditation for proof of acquired skills and knowledge Who is this Course for? Whether you are a beginner or an existing practitioner, our CPD accredited Basic Photography is perfect for you to gain extensive knowledge about different aspects of the relevant industry to hone your skill further. It is also great for working professionals who have acquired practical experience but require theoretical knowledge with a credential to support their skill, as we offer CPD accredited certification to boost up your resume and promotion prospects. Entry Requirement Anyone interested in learning more about this subject should take this Basic Photography. This course will help you grasp the basic concepts as well as develop a thorough understanding of the subject. The course is open to students from any academic background, as there is no prerequisites to enrol on this course. The course materials are accessible from an internet enabled device at anytime of the day. CPD Certificate from Course Gate At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £9 and the hard copy for £15. Also, you can order both PDF and hardcopy certificates for £22. Career path The Basic Photography will help you to enhance your knowledge and skill in this sector. After accomplishing this course, you will enrich and improve yourself and brighten up your career in the relevant job market. Course Curriculum Section 01 Photography for Beginners 00:02:00 Light and Light 00:03:00 Camera Types 00:01:00 Section 02 Lighting 00:01:00 The Shutter 00:02:00 The Aperture 00:01:00 Section 03 Anatomy of a Camera 00:03:00 Pressing the Shutter Button 00:02:00 Autofocus 00:04:00 Section 04 The Shutter 00:01:00 Shutter Speed 00:02:00 Shutter Control 00:01:00 Stop 00:01:00 Shutter Speed Priority Mode 00:02:00 Exercise Shutter Speed 00:01:00 Interplay 00:01:00 Control Movement 00:02:00 Shutter Speeds Stops 00:01:00 Exercise Shutter Speed 00:01:00 Section 05 The Aperture 00:01:00 Aperture Steps 00:02:00 Aperture Priority Mode 00:02:00 Lenses 00:01:00 Sharpness Depth, Deep Photography 00:02:00 Depth Of Field, Shallow Photography 00:01:00 Section 06 ISO 00:03:00 Determining High ISO 00:01:00 Low Light Photography 00:03:00 Section 07 White Balance 00:02:00 Manually Adjusting White Balance 00:01:00 RAW 00:01:00 Section 08 Metering 00:01:00 Varying Light Measurement 00:01:00 Section 09 Compensating Exposure 00:02:00 The Histogram 00:01:00 Tone And Color 00:01:00 Bracketing 00:01:00 Practicing Compensation 00:01:00 Section 10 Dynamic Range 00:02:00 Bright Lights 00:01:00 The Flash 00:02:00 Section 11 Manual Priority Mode 00:03:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00
Unlock the full potential of product management with our comprehensive course. Dive deep into product management fundamentals, Agile methodologies, and gain hands-on experience with essential project management tools, including Trello, Jira, Microsoft Teams, Planner, and ChatGPT. Elevate your career and drive success in the digital age.
Duration 1.5 Days 9 CPD hours This course is intended for This course is intended for individuals who want to gain basic knowledge communicating, etiquette, professionalism and time management for the office environment. Overview Upon successful completion of this course, students will be able to communicate, be professional and manage their time effectively in a business environment. In this course, students will learn how to communicate, act and manage time effective in a business environment. Getting Started Icebreaker Housekeeping Items The Parking Lot Workshop Objectives The Big Picture What is Communication? How Do We Communicate? Other Factors in Communication Understanding Communication Barriers An Overview of Common Barriers Language Barriers Cultural Barriers Differences in Time and Place Paraverbal Communication Skills The Power of Pitch The Truth about Tone The Strength of Speed Non-Verbal Communication Understanding the Mehrabian Study All About Body Language Interpreting Gestures Speaking like a Star S = Situation T = Task A = Action R = Result Summary Listening Skills Seven Ways to Listen Better Today Understanding Active Listening Sending Good Signals to Others Asking Good Questions Open Questions Closed Questions Probing Questions Appreciative Inquiry The Purpose of AI The Four Stages Examples and Case Studies Mastering the Art of Conversation Level One: Discussing General Topics Level Two: Sharing Ideas and Perspectives Level Three: Sharing Personal Experiences Our Top Networking Tips Advanced Communication Skills Understanding Precipitating Factors Establishing Common Ground Using ?I? Messages Wrapping Up Words from the Wise Review of Parking Lot Lessons Learned Completion of Action Plans and Evaluations Principles of Professional Behavior Always be Your Best Meeting and Greeting Sending Social Invitations to Business Associates Interview Etiquette Interviewing Before the Interview In the Waiting Room During the Interview After the Interview Job Fair Interviews Planning & Attending Business Meetings Office Meetings Meal Meetings Electronic Etiquette Voicemail Cell Phones Email Multiculture Etiquette Defining the Challenge Five Steps to Dealing with Diversity Guidelines for Managing Diverse Relationships Time Management Concepts Benefits of better time utilization Who controls your schedule? Your Job: What You Are Responsible for Accomplishing? Your job responsibilities Setting objectives Setting priorities How to Use Your Time Gathering data-the time log Analyzing the data Delegation: Working Through Others Why some people don't delegate Levels of delegation How to delegate Benefits of delegation Getting started Planning: Keys to Achievement Planning: Keys to Achievement Coping with Common Time Wasters Coping with self-generated time wasters Coping with environmental time wasters Personal Needs that Get in the Way of Effective Time Utilization Needs profile analysis Self-assessment questionnaire Applying needs assessment results Planning for Improvement Six tips for effective time management Planning for improved time utilization Follow-Up: Staying on Track Time savings progress report Time savings progress chart Time management progress survey Additional course details: Nexus Humans Business Soft Skills training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Business Soft Skills course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.
Learning Outcomes After completing this course, learners will be able to: Learn Python for data analysis using NumPy and Pandas Acquire a clear understanding of data visualisation using Matplotlib, Seaborn and Pandas Deepen your knowledge of Python for interactive and geographical potting using Plotly and Cufflinks Understand Python for data science and machine learning Get acquainted with Recommender Systems with Python Enhance your understanding of Python for Natural Language Processing (NLP) Description Whether you are from an engineering background or not you still can efficiently work in the field of data science and the machine learning sector, if you have proficient knowledge of Python. Since Python is the easiest and most used programming language, you can start learning this language now to advance your career with the Data Science And Machine Learning Using Python : A Bootcamp course. This course will give you a thorough understanding of the Python programming language. Moreover, it will show how can you use Python for data analysis and machine learning. Alongside that, from this course, you will get to learn data visualisation, and interactive and geographical plotting by using Python. The course will also provide detailed information on Python for data analysis, Natural Language Processing (NLP) and much more. Upon successful completion of this course, get a CPD- certificate of achievement which will enhance your resume and career. Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post. Method of Assessment After completing this course, you will be provided with some assessment questions. To pass that assessment, you need to score at least 60%. Our experts will check your assessment and give you feedback accordingly. Career Path After completing this course, you can explore various career options such as Web Developer Software Engineer Data Scientist Machine Learning Engineer Data Analyst In the UK professionals usually get a salary of £25,000 - £30,000 per annum for these positions. Course Content Welcome, Course Introduction & overview, and Environment set-up 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 Essentials 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 Python for Data Analysis using NumPy 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 Python for Data Analysis using Pandas 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 Python for Data Visualization using matplotlib 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 Python for Data Visualization using Seaborn 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 Python for Data Visualization using pandas Pandas Built-in Data Visualization 00:34:00 Pandas Data Visualization Exercises Overview 00:03:00 Panda Data Visualization Exercises Solutions 00:13:00 Python for interactive & geographical plotting using Plotly and Cufflinks 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 Capstone Project - Python for Data Analysis & Visualization 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 Python for Machine Learning (ML) - scikit-learn - Linear Regression Model 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 Python for Machine Learning - scikit-learn - Logistic Regression Model 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 Python for Machine Learning - scikit-learn - K Nearest Neighbors 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 Python for Machine Learning - scikit-learn - Decision Tree and Random Forests 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 Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) 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 Python for Machine Learning - scikit-learn - K Means Clustering 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 Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) 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 Recommender Systems with Python - (Additional Topic) 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 Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) 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 Resources - Data Science and Machine Learning using Python : A Bootcamp 00:00:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.
This is a concise, clear, and practical course for learning modern web design, UI/UX design, and mobile app design using the Figma tool. There are various exercises to practice and learn navigating through the course; there are no hardcore prerequisites to join this course.
This case study is on a 2019 school history tour to the USA, which sadly ended in tragedy. This case study forms part of the Xcursion Online International School Travel Safety Course.