2991 Software Development courses in Edinburgh delivered Online

Embark on a riveting journey from ChatGPT novice to maestro with our 'ChatGPT Masterclass: A Complete ChatGPT Zero to Hero!' This isn't just a course; it's your passport to mastering the intricacies of ChatGPT. In the initial sections, we handhold you through the basics, ensuring a solid foundation. As you progress, delve into the world of developers, discovering how ChatGPT can be harnessed for coding marvels. But this course isn't limited to tech whizzes; entrepreneurs can scale their business using the prowess of ChatGPT in Section 04. For students, Section 05 unveils the academic wonders of ChatGPT, while Section 08 ventures into artistic realms with Dall-E 2. Brace yourself for a transformative experience as you explore the power of ChatGPT across diverse domains, from Excel to graphic art. Learning Outcomes Master the fundamentals of ChatGPT, progressing from the basics to advanced applications. Harness ChatGPT for coding and development, unlocking its potential for developers. Scale your business using ChatGPT, understanding its applications in entrepreneurship. Explore academic applications, discovering how ChatGPT enhances student learning. Unleash the artistic side of ChatGPT, creating graphic art with Dall-E 2. Why choose this ChatGPT Masterclass: A Complete ChatGPT Zero to Hero 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 ChatGPT Masterclass: A Complete ChatGPT Zero to Hero course for? Aspiring ChatGPT enthusiasts eager to transition from zero to hero. Developers seeking to integrate ChatGPT into their coding repertoire. Entrepreneurs aiming to leverage ChatGPT for business growth. Students exploring the academic applications of conversational AI. Creatives and graphic artists interested in the artistic possibilities of ChatGPT. Career path Conversational AI Developer: £50,000 - £80,000 Entrepreneurial AI Strategist: £60,000 - £90,000 AI-enhanced Education Specialist: £45,000 - £70,000 Creative AI Artist: £40,000 - £60,000 AI Solutions Architect: £55,000 - £85,000 Innovative Tech Entrepreneur: £70,000 - £100,000 Prerequisites This ChatGPT Masterclass: A Complete ChatGPT Zero to Hero! does not require you to have any prior qualifications or experience. You can just enrol and start learning.This ChatGPT Masterclass: A Complete ChatGPT Zero to Hero! 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 Section 01: Getting Started Introduction 00:04:00 Start on Windows, macOS, and Linux 00:01:00 How to ask great questions 00:02:00 FAQs 00:01:00 Section 02: ChatGPT - Basic What is ChatGPT 00:05:00 Create a ChatGPT account 00:06:00 How to use ChatGPT 00:10:00 ChatGPT for day-to-day activities 00:04:00 Advanced ChatGPT Plus 00:05:00 Section 03: ChatGPT for Developers ChatGPT for programmers 00:12:00 Improve Problem-solving skills 00:06:00 Create an Algorithms 00:06:00 How to build a website with ChatGPT 00:05:00 Develop a Stunning Landing page for product sales 00:07:00 Create a Documentation 00:03:00 Code Debugging with ChatGPT 00:05:00 Section 04: Build, and Scale your Business Using ChatGPT The Best Businesses Ideas to start with ChatGPT 00:05:00 SEO Basics for your website 00:06:00 How to make an online course using ChatGPT 00:05:00 Selling Competitive products with ChatGPT 00:04:00 Exercise on real-world sales query 00:01:00 Solution for an exercise 00:02:00 ection 05: ChatGPT for Students ChatGPT to Prepare Resume 00:03:00 Interview preparation with ChatGPT 00:05:00 ChatGPT for PowerPoint content 00:03:00 Innovative Job Searching using ChatGPT 00:04:00 Write a short film with ChatGPT for Creative Fiction and Screenplays 00:03:00 Section 06: The Power of ChatGPT Make the best diet plan for a day 00:03:00 Suggest a meal plan with seafood as the special ingredient 00:03:00 Write a Business Email for the franchise 00:03:00 Create Legal documents like sale deeds etc. 00:03:00 Section 07: ChatGPT for Excel professionals Sum with ChatGPT 00:05:00 VLOOKUP with ChatGPT 00:05:00 Section 08: Generate Incredible Graphic Art with Dall-E 2 Introduction to Dall-E 2 00:04:00 Dall-E 2 Creating 3D Graphic design 00:03:00 Dall-E 2 Deep Dive in Editing your own image 00:04:00 How to Make Money with Dall-E 2 00:03:00 Section 09: The Best Tools and Extensions using ChatGPT Integrating ChatGPT with Google Search 00:06:00

Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents and interests with our special Building a TodoMVC Application in Vue, React and Angular Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides professional training that employers are looking for in today's workplaces. The Building a TodoMVC Application in Vue, React and Angular Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This Building a TodoMVC Application in Vue, React and Angular Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This Building a TodoMVC Application in Vue, React and Angular Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At StudyHub, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from StudyHub, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this Building a TodoMVC Application in Vue, React and Angular? 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 Building a TodoMVC Application in Vue, React and 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. Who is this course for? This Building a TodoMVC Application in Vue, React and Angular course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Building a TodoMVC Application in Vue, React and Angular does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Building a TodoMVC Application in Vue, React and 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. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Building a TodoMVC Application in Vue, React and Angular is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Unit 01: Introduction Module 01: Introduction 00:07:00 Unit 02: Vue TodoMVC Module 01: Scaffolding a Vue TodoMVC Application 00:15:00 Module 02: Programming a Vue TodoMVC Application 00:17:00 Module 03: Styling a Vue TodoMVC Application 00:06:00 Module 04: Vue TodoMVC Application Summary 00:01:00 Unit 03: React TodoMVC Module 01: Scaffolding a React TodoMVC Application 00:10:00 Module 02: Programming a React TodoMVC Application's Views 00:13:00 Module 03: Adding Interactivity to a React TodoMVC Application 00:20:00 Module 04: React TodoMVC Summary 00:02:00 Unit 04: Angular TodoMVC Module 01: Scaffolding an Angular TodoMVC Application 00:21:00 Module 02: Displaying Components in an Angular TodoMVC Application 00:11:00 Module 03: Adding Interactivity to an Angular TodoMVC Application 00:16:00 Module 04: Angular TodoMVC Summ-A-ry 00:04:00 Unit 05: Conclusion Module 01: Conclusion 00:01:00 Assignment Assignment - Building a TodoMVC Application in Vue, React and Angular 00:00:00

Duration 2 Days 12 CPD hours This course is intended for Application developers who want to increase their understanding of Spring and Spring Boot and a focus on fundamentals. Overview By the end of the course, you should be able to meet the following objectives: Describe the benefits provided by Spring Boot Initialize a project using Spring Boot Starters Leverage Spring Boot's auto configuration features Create simplified backing-store solutions using Spring Data JPA Build a simple MVC application using Spring Boot, embedded Web Server and fat JARs or classic WARs Build a RESTful Web application Use Spring Security to secure Web and REST endpoints Enable and extend metrics and monitoring capabilities using Spring Boot actuator Leverage advance configuration capabilities Utilize Spring Boot enhancements to testing This course offers experience with Spring Boot and its major features, including auto-configuration, Actuator, Spring Boot testing framework and more. On completion, participants will have a foundation for creating enterprise and cloudready applications. Please note that this course is a subset of the material in our 4-day Spring: Core Training course - there is no need to take both courses. This course is recommended if you have a good working knowledge of Spring Basics (see Prerequisites) but are new to Spring Boot. Introduction to Spring Essentials Why Spring Configuration using Spring Bean creation Data Management Spring Boot Introduction Introduction to Spring Boot Features Value Proposition of Spring Boot Creating a simple Boot application using Spring Initializer website Spring Boot Dependencies, Auto-configuration, and Runtime Dependency management using Spring Boot starters How auto-configuration works Configuration properties Overriding auto-configuration Using CommandLineRunner JPA with Spring and Spring Data Quick introduction to ORM with JPA Benefits of using Spring with JPA JPA configuration in Spring Configuring Spring JPA using Spring Boot Spring Data JPA dynamic repositories Spring MVC Architecture and Overview Introduction to Spring MVC and request processing Controller method signatures Using @Controller, @RestController and @GetMapping annotations Configuring Spring MVC with Spring Boot Spring Boot packaging options, JAR or WAR Rest with Spring MVC An introduction to the REST architectural style Controlling HTTP response codes with @ResponseStatus Implementing REST with Spring MVC, @RequestMapping, @RequestBody and @ResponseBody Spring MVC?s HttpMessageConverters and automatic content negotiation Spring Security What problems does Spring Security solve? Configuring authentication Implementing authorization by intercepting URLs Authorization at the Java method level Understanding the Spring Security filter chain Spring security testing Actuators, Metrics and Health Indicators Exposing Spring Boot Actuator endpoints Custom Metrics Health Indicators Creating custom Health Indicators External monitoring systems Spring Boot Testing Enhancements Spring Boot testing overview Integration testing using @SpringBootTest Web slice testing with MockMvc framework Slices to test different layers of the application

Duration 3 Days 18 CPD hours This course is intended for Senior Executives CIOs and CTOs Business Intelligence Executives Marketing Executives Data & Business Analytics Specialists Innovation Specialists & Entrepreneurs Academics, and other people interested in Big Data Overview More specifically, BDAW addresses advanced big data architecture topics, including, data formats, transformation, real-time, batch and machine learning processing, scalability, fault tolerance, security and privacy, minimizing the risk of an unsound architecture and technology selection. Big Data Architecture Workshop (BDAW) is a learning event that addresses advanced big data architecture topics. BDAW brings together technical contributors into a group setting to design and architect solutions to a challenging business problem. The workshop addresses big data architecture problems in general, and then applies them to the design of a challenging system. Throughout the highly interactive workshop, students apply concepts to real-world examples resulting in detailed synergistic discussions. The workshop is conducive for students to learn techniques for architecting big data systems, not only from Cloudera?s experience but also from the experiences of fellow students. Workshop Application Use Cases Oz Metropolitan Architectural questions Team activity: Analyze Metroz Application Use Cases Application Vertical Slice Definition Minimizing risk of an unsound architecture Selecting a vertical slice Team activity: Identify an initial vertical slice for Metroz Application Processing Real time, near real time processing Batch processing Data access patterns Delivery and processing guarantees Machine Learning pipelines Team activity: identify delivery and processing patterns in Metroz, characterize response time requirements, identify Machine Learning pipelines Application Data Three V?s of Big Data Data Lifecycle Data Formats Transforming Data Team activity: Metroz Data Requirements Scalable Applications Scale up, scale out, scale to X Determining if an application will scale Poll: scalable airport terminal designs Hadoop and Spark Scalability Team activity: Scaling Metroz Fault Tolerant Distributed Systems Principles Transparency Hardware vs. Software redundancy Tolerating disasters Stateless functional fault tolerance Stateful fault tolerance Replication and group consistency Fault tolerance in Spark and Map Reduce Application tolerance for failures Team activity: Identify Metroz component failures and requirements Security and Privacy Principles Privacy Threats Technologies Team activity: identify threats and security mechanisms in Metroz Deployment Cluster sizing and evolution On-premise vs. Cloud Edge computing Team activity: select deployment for Metroz Technology Selection HDFS HBase Kudu Relational Database Management Systems Map Reduce Spark, including streaming, SparkSQL and SparkML Hive Impala Cloudera Search Data Sets and Formats Team activity: technologies relevant to Metroz Software Architecture Architecture artifacts One platform or multiple, lambda architecture Team activity: produce high level architecture, selected technologies, revisit vertical slice Vertical Slice demonstration Additional course details: Nexus Humans Big Data Architecture Workshop 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 Big Data Architecture Workshop 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.

Duration 2 Days 12 CPD hours This course is intended for The target audience for the DevOps Test Engineering course is anyone involved in defining a DevOps Testing strategy, such as: Delivery Staff DevOps Engineers IT Managers Project Managers Lab Staff Maintenance and Support Staff Quality Assurance Managers Quality Assurance Teams Release Managers Testers Software Engineers Overview The learning objectives for DTE include a practical understanding of: The purpose, benefits, concepts and vocabulary of DevOps testing How DevOps testing differs from other types of testing DevOps testing strategies, test management and results analysis Strategies for selecting test tools and implementing test automation Integration of DevOps testing into Continuous Integration and Continuous Delivery workflows How DevOps testers fit with a DevOps culture, organization and roles This comprehensive course addresses testing in a DevOps environment and covers concepts such as the active use of test automation, testing earlier in the development cycle, and instilling testing skills in developers, quality assurance, security, and operational teams. The course is relevant for every modern IT professional involved in defining or deploying a DevOps testing strategy for their organization, as test engineering is the backbone of DevOps and the primary key for successful DevOps pipeline to support digital transformation. This course prepares you for the Continuous Testing Foundation(CTF) certification. Course Objectives and Modules, Logistics What is DevOps Testing and its Business Benefits?Relation of DevOps Testing in other Test MethodologiesDevOps Testing Best Practices DevOps Testing Terminology Culture changes Organization changes Process and team friction Motivation strategies Measuring Success Continuous Evolution Troubleshooting What is the DevOps pipeline? DevOps Testing on the pipeline Test strategy choices Pre-Flight strategies Continuous Integration Testing System, Delivery and Customer Testing Test Environments Lab Management Topology orchestration Test Automation Frameworks Test Tools Selection criterion Automated metrics Key concepts Test Case Best Practices & Design Exercise Test Suite Best Practices & Design Exercise Principles of DevOps Management DevOps Test Management Metrics DevOps Management Tools DevOps Test Results Analysis Integrating DevOps Results Analysis Test Management Exercise Fictitious Product Test Requirements Individual Exercise Class discussion Exam Preparation

Are you fascinated by the inner workings of computers and the ever-evolving world of technology? Are you seeking an exciting career path combining your passion for computer maintenance, cybersecurity, and cutting-edge advancements? Look no further! Our comprehensive "Computer Maintenance, PAT & Cyber Security" bundle will equip you with the skills and knowledge needed to thrive in this rapidly growing industry. The need for skilled computer maintenance professionals has never been greater in today's digital landscape. By joining our Computer Maintenance course, you'll gain valuable knowledge and practical skills to set you apart from the competition. Whether you aspire to work in IT helpdesk support, computer repair services, network administration, or cybersecurity, this course covers all the essential aspects to kick-start your career. Learning Outcomes: Develop expertise in building and configuring computers, enabling you to provide comprehensive computer maintenance services. Acquire advanced knowledge of network security, encryption, and cybersecurity principles, empowering you to protect networks and data from cyber threats. Master computer vision using C++ and OpenCV with GPU support, equipping you to work on cutting-edge projects like computer vision and augmented reality. Gain proficiency in troubleshooting Windows 10 issues, enhancing your skills as an IT helpdesk technician and enabling you to resolve complex software problems through our Computer Maintenance course. Obtain certification in Portable Appliance Testing (PAT), enabling you to ensure electrical safety in workplaces and comply with industry regulations. Our comprehensive computer maintenance course bundle is designed to equip you with the skills and knowledge necessary to excel in these in-demand fields. With a focus on practical learning and real-world applications, this bundle offers a unique opportunity to build a strong foundation and open doors to exciting career prospects. Computer Maintenance, PAT & Cyber Security Bundle Curriculum are: Building Your Own Computer Computer Networks Security from Scratch to Advanced Computer Vision By Using C++ and OpenCV with GPU support Advance Windows 10 Troubleshooting for IT HelpDesk Portable Appliance Testing (PAT) Internet of Things Cyber Security Awareness Training Encryption Take advantage of this incredible opportunity to enhance your skills and embark on a rewarding career in computer maintenance, PAT, and cyber security. Enrol now and take the first step towards a future filled with exciting opportunities and job prospects in this fast-paced and ever-evolving industry. CPD 80 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Computer Maintenance course is for: Aspiring computer maintenance professionals. IT helpdesk technicians. Individuals are interested in cybersecurity. Tech enthusiasts. Professionals in the electrical industry. Career path Our Computer Maintenance course will prepare you for a range of careers, including: Computer Maintenance Technician (£20K-£25K) Network Security Analyst (£30K-£45K) IT Helpdesk Technician (£20K-£30K) Cybersecurity Specialist (£40K-£70K+) Computer Vision Engineer (£40K-£60K) Electrical Safety Inspector (£25K-£35K) Certificates Certificate Of Completion Digital certificate - Included Certificate Of Completion Hard copy certificate - Included You will get a complimentary Hard Copy Certificate.

Are you ready to embark on an enlightening journey of wisdom with the Data Science bundle, and pave your way to an enriched personal and professional future? If so, then Step into a world of knowledge with our course bundle - Data Science with Python. Delve into eight immersive CPD Accredited courses, each a standalone course: Python from Scratch Quick Data Science Approach from Scratch Python Data Science with Numpy, Pandas and Matplotlib Complete Python Machine Learning & Data Science Fundamentals SQL for Data Science, Data Analytics and Data Visualization Data Science & Machine Learning with R from A-Z Statistics & Probability for Data Science & Machine Learning R Programming for Data Science Traverse the vast landscapes of theory, unlocking new dimensions of understanding at every turn. Let the Data Science with Python bundle illuminate your path to wisdom. The Data Science with Python bundle offers a comprehensive exploration into a rich tapestry of vast knowledge across eight carefully curated courses. The journey is designed to enhance your understanding and critical thinking skills. Each course within the bundle provides a deep-dive into complex theories, principles, and frameworks, allowing you to delve into the nuances of the subject matter at your own pace. In the framework of the Data Science with Python package, you are bestowed with complimentary PDF certificates for all the courses included in this bundle, all without any additional charge. Adorn yourself with the Data Science bundle, empowering you to traverse your career trajectory or personal growth journey with self-assurance. Register today and ignite the spark of your professional advancement! So, don't wait further and join the Data Science with Python community today and let your voyage of discovery begin! Learning Outcomes: Attain a holistic understanding in the designated areas of study with the Data Science bundle. Establish robust bases across each course nestled within the Data Science bundle. Decipher intricate concepts through the articulate content of the Data Science bundle. Amplify your prowess in interpreting, scrutinising, and implementing theories. Procure the capacity to engage with the course material on an intellectual and profound level. Become proficient in the art of problem-solving across various disciplines. Stepping into the Data Science bundle is akin to entering a world overflowing with deep theoretical wisdom. Each course within this distinctive bundle is an individual journey, meticulously crafted to untangle the complex web of theories, principles, and frameworks. Learners are inspired to explore, question, and absorb, thus enhancing their understanding and honing their critical thinking skills. Each course invites a personal and profoundly enlightening interaction with knowledge. The Data Science bundle shines in its capacity to cater to a wide range of learning needs and lifestyles. It gives learners the freedom to learn at their own pace, forging a unique path of discovery. More than just an educational journey, the Data Science bundle fosters personal growth, enabling learners to skillfully navigate the complexities of the world. The Data Science bundle also illuminates the route to a rewarding career. The theoretical insight acquired through this bundle forms a strong foundation for various career opportunities, from academia and research to consultancy and programme management. The profound understanding fostered by the Data Science bundle allows learners to make meaningful contributions to their chosen fields. Embark on the Data Science journey and let knowledge guide you towards a brighter future. CPD 80 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals keen on deepening their firm understanding in the respective fields. Students pursuing higher education looking for comprehensive theory modules. Professionals seeking to refresh or enhance their knowledge. Anyone with a thirst for knowledge and a passion for continuous learning. Career path Armed with the Data Science bundle, your professional journey can reach new heights. The comprehensive theoretical knowledge from this bundle can unlock diverse career opportunities across several fields. Whether it's academic research, consultancy, or programme management, the Data Science bundle lays a solid groundwork. Certificates CPD Certificate Of Completion Digital certificate - Included 8 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript - £9.99

Overview This comprehensive course on Bootstrap 5 Masterclass will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Bootstrap 5 Masterclass 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 Bootstrap 5 Masterclass. It is available to all students, of all academic backgrounds. Requirements Our Bootstrap 5 Masterclass 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 9 sections • 78 lectures • 06:05:00 total length •Introduction To This Course: 00:02:00 •Changes From Bootstrap 4 and Bootstrap 5: 00:05:00 •Bootstrap 5 Browser Compatibility: 00:02:00 •Setup Bootstrap 5: 00:08:00 •Grid System Introduction: 00:05:00 •All Grid Sizes: 00:07:00 •Single Column Width: 00:05:00 •Variable Width Content: 00:02:00 •Offsetting Columns: 00:02:00 •Reordering Columns: 00:03:00 •Column Breaks: 00:02:00 •Column Wrapping: 00:02:00 •Vertical Alignment: 00:03:00 •Horizontal Alignment: 00:02:00 •Margin Utilities: 00:02:00 •Multiple Rows: 00:03:00 •Nesting Rows and Columns: 00:03:00 •Gutters: 00:03:00 •Responsive Containers: 00:03:00 •Fluid Containers: 00:01:00 •Alerts: 00:14:00 •Badge: 00:04:00 •Breadcrumb: 00:03:00 •Buttons: 00:11:00 •Button Group: 00:06:00 •Card: 00:06:00 •Card Masonry Layout: 00:04:00 •Carousel: 00:13:00 •Close Button: 00:02:00 •Collapse: 00:05:00 •Collapse Accordion Style: 00:10:00 •Dropdowns: 00:10:00 •List Group: 00:05:00 •Modal: 00:09:00 •Navs: 00:05:00 •Navbar: 00:15:00 •Pagination: 00:05:00 •Popovers: 00:06:00 •Progress: 00:04:00 •Scrollspy: 00:14:00 •Spinners: 00:05:00 •Toasts: 00:10:00 •Tooltips: 00:04:00 •Form Control: 00:07:00 •Select: 00:03:00 •Checks: 00:08:00 •File: 00:03:00 •Range: 00:04:00 •Input Groups: 00:04:00 •Layout: 00:05:00 •Validation: 00:08:00 •Clearfix: 00:04:00 •Colored Links: 00:02:00 •Embed: 00:03:00 •Position: 00:04:00 •Screen Readers: 00:03:00 •Stretched Link: 00:02:00 •Text Truncation: 00:03:00 •Borders: 00:02:00 •Colors: 00:03:00 •Display Property: 00:04:00 •Flex: 00:03:00 •Float: 00:03:00 •Interactions: 00:04:00 •Overflow: 00:03:00 •Position: 00:05:00 •Shadows: 00:02:00 •Sizing: 00:03:00 •Spacing: 00:04:00 •Text: 00:10:00 •Vertical Align: 00:03:00 •Visibility: 00:02:00 •Typography: 00:04:00 •Tables: 00:06:00 •Images: 00:04:00 •Figures: 00:02:00 •Resource: 00:00:00 •Assignment - Bootstrap 5 Masterclass: 00:00:00

Overview This comprehensive course on Video Game Design Course will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Video Game Design Course 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? After successfully completing the course you will be able to order your certificate, these are included in the price. Who is This course for? There is no experience or previous qualifications required for enrolment on this Video Game Design Course. It is available to all students, of all academic backgrounds. Requirements Our Video Game Design Course 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 3 sections • 14 lectures • 02:49:00 total length •The first question to ask: 00:02:00 •My game logo design process: 00:03:00 •The importance of sketching: 00:03:00 •Simple racing game logo design: 00:12:00 •Simple horror game logo design: 00:17:00 •Simple logo for a puzzle game: 00:18:00 •Cute cartoon game logo design - Part 1: 00:13:00 •Cute cartoon game logo design - Part 2: 00:18:00 •Design a sci-fi logo using negative space - Part 1: 00:08:00 •Design a sci-fi logo using negative space - Part 2: 00:16:00 •Cartoon fantasy RPG game logo design -Part 1: 00:15:00 •Cartoon fantasy RPG game logo design -Part 2: 00:14:00 •Grunge zombie shooter game logo design - Part 1: 00:11:00 •Grunge zombie shooter game logo design - Part 2: 00:19:00

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