442 Algorithm courses

Work Breakdown Structures: In-House Training It's amazing how often project managers begin the project planning process by making an outlined list of every task they believe will be required to complete a project and then proclaim they have created the work breakdown structure (WBS) for the project. The result is a list of hundreds, or even thousands of tasks, many of them having durations of a few days or a few hours. Essentially, what they have done is create a 'to do' list, which they then use as a 'checklist' to measure progress. This approach leads to, and even encourages, micromanagement of the resources working on the project without consideration of more critical aspects of project management such as: requirements management, risk management, procurement management, estimating, scheduling, executing, and controlling. Further, it makes it impossible to see the big picture, at levels of detail, in keeping with the needs of sponsors, clients, project and functional managers, team leaders, and project performers. Join us for this exciting program and learn how to use the WBS to make better-informed business decisions. What You Will Learn You will learn how to: Describe the need for a project WBS Describe the WBS role in the project Gain practical experience in the development, decomposition, and use of the WBS Determine the appropriate level of detail in the WBS. Explain how the WBS integrates with project requirements, risk, procurement, estimating, scheduling, and overall project execution. Provide the basic tools to enhance efficient re-use of key information in your future projects Foundation Concepts Key definitions History of the WBS Importance of the WBS Overall structure Terminology Other breakdown structures WBS tools WBS & Scope Project scope management processes Specification of the project objectives WBS design based on project deliverable WBS decomposition process and 'The 100% rule' Work Packages and Control Accounts WBS & Risk Risk management planning and WBS Risk identification to enhance the WBS Risk analysis and the WBS Risk responses and updating the WBS Implementing risk response and Monitoring risks and the WBS WBS & Estimating Use of WBS in the estimating process Components and work packages Sizing and algorithmic estimates WBS & Scheduling Component Scheduling - High-Level Milestones WBS activity decomposition WBS elements dependencies Work Package Level Schedules Responsibility assignment matrix WBS & Execution and Control Earned Value Management and tracking of work performance Progress reports, forecasts, and corrective and preventive actions used to manage work performance Necessary information to close out a project

You will learn Python-based deep learning and machine learning techniques through this course. With numerous real-world case studies, we will go over all the mathematics needed to master deep learning algorithms. We will study Backpropagation, Feed Forward Network, Artificial Neural Networks, CNN, RNN, Transfer Learning, and more.

Python Machine Learning algorithms can derive trends (learn) from data and make predictions on data by extrapolating on existing trends. Companies can take advantage of this to gain insights and ultimately improve business. Using Python Machine Learning scikit-learn, practice how to use Python Machine Learning algorithms to perform predictions on data. Learn the below listed algorithms, a small collection of available Python Machine Learning algorithms.

Getting Started The OTHM Level 5 Extended Diploma in Information Technology, aims to offer learners a strong groundwork for a career across various organisations. This program prepares each learner to be 'business ready,' possessing confidence, independent thinking abilities, a comprehensive understanding of Information Technology, and the aptitude to adapt to evolving circumstances swiftly. Certainly, here are the key points: - This qualification suits individuals either embarking on or contemplating a private or public sector business career. - Attaining the Level 5 Diploma in Information Technology opens up avenues for further educational pursuits or employment opportunities. Key Benefits Comprehend methods and strategies for protecting against cyber security threats and vulnerabilities. Acquire the capability to develop a software program that addresses a problem using object-oriented programming principles. Acquire the ability to create a system design utilising modelling techniques. Acquire the capability to develop a website or mobile application that meets client and user requirements. Develop the ability to assist and resolve computing issues and problems effectively. Comprehend the compliance requirements and regulations associated with digital information. Key Highlights Are you worried about the recent changes in the IT sector? Then, OTHM Level 5 Extended Diploma in Information Technology is the ideal starting point for your career journey. The course will ensure access to the first-class education needed to achieve your goals and dreams and maximise future opportunities. Remember! The assessment for the qualification is done based on assignments only, and you do not need to worry about writing any exam. With the School of Business and Technology London, you can complete the qualification at your own pace, choosing online or blended learning from the comfort of your home. Learning and pathway materials and study guides developed by our OTHM-approved tutors will be available around the clock in our cutting-edge learning management system. Most importantly, at the School of Business and Technology London, we will provide comprehensive tutor support through our dedicated support desk. If you choose your course with blended learning, you will also enjoy live sessions with an assigned tutor, which you can book at your convenience.   Career Pathways After completing a Level 5 Extended Diploma in Information Technology, individuals can explore various career opportunities in the legal field and related professions. Here are some potential career paths:  Software Developer with an average salary of £46,384 per year Cyber security Analyst with an average salary of £49,002 per year Database Administrator, with an average salary of £41,063 per year IT Support Specialist with an average salary of £33,824 per year. About Awarding Body OTHM is an established and recognised Awarding Organisation (Certification Body) launched in 2003. OTHM has already made a mark in the UK and global online education scenario by creating and maintaining a user-friendly and skill based learning environment. OTHM has both local and international recognition which aids OTHM graduates to enhance their employability skills as well as allowing them to join degree and/or Master top-up programmes. OTHM qualifications has assembled a reputation for maintaining significant skills in a wide range of job roles and industries which comprises Business Studies, Leadership, Tourism and Hospitality Management, Health and Social Care, Information Technology, Accounting and Finance, Logistics and Supply Chain Management. What is included? Outstanding tutor support that gives you supportive guidance all through the course accomplishment through the SBTL Support Desk Portal. Access our cutting-edge learning management platform to access vital learning resources and communicate with the support desk team. Quality learning materials such as structured lecture notes, study guides, and practical applications, which include real-world examples and case studies, will enable you to apply your knowledge. Learning materials are provided in one of the three formats: PDF, PowerPoint, or Interactive Text Content on the learning portal. The tutors will provide Formative assessment feedback to improve the learners' achievements. Assessment materials are accessible through our online learning platform. Supervision for all modules. Multiplatform accessibility through an online learning platform facilitates SBTL in providing learners with course materials directly through smartphones, laptops, tablets or desktops, allowing students to study at their convenience. Live Classes (for Blended Learning Students only) Assessment Assignment-based assessment (Formative and Summative) No exam Entry Requirements These qualifications are intended for learners typically 18 years and older. Learners' entry profiles are expected to encompass at least one of the following criteria:  A relevant Level 3 Diploma qualification or its equivalent credential. Completion of GCE Advanced level courses in 2 subjects or an equivalent qualification. Mature learners aged over 21 with pertinent management experience (prior experience verification required from the delivery centre before registration) International students whose first language is not English must score 5.5 or above in IELTS (International English Language Testing System).   Progression Successful completion of the OTHM Level 5 Extended Diploma in Information Technology provides learners the opportunity to: Option for OTHM Level 6 Extended Diploma in Information Technology or Learners may be eligible to gain direct entry into the final year of a three-year UK Bachelor's degree. Why gain a OTHM Qualification? Quality, Standards and Recognitions- OTHM qualifications are approved and regulated by Ofqual (Office of the Qualifications and Examinations Regulation); hence, the learners can be very confident about the quality of the qualifications as well. Career Development to increase credibility with employers- All OTHM qualifications are developed to equip learners with the skills and knowledge every employer seeks. The learners pursuing an OTHM qualification will obtain an opportunity to enhance their knowledge and grow key competencies to tackle situations and work on projects more effectively, which will, in turn, give learners the potential to get promotions within the workplace. Alternatively, it allows them to progress onto an MBA top-up/Bachelor's degree / Master's degree programme around the World. Flexible study options- All OTHM qualifications have a credit value, which tells you how many credits are awarded when a unit is completed. The credit value will indicate how long it will normally take you to prepare for a unit or qualification. Three different types of qualification are: The award is achieved with 1 - 12 credits The certificate is completed with 13 - 36 credits The diploma is completed with at least 37 credits Learners must request before enrolment to interchange unit(s) other than the preselected units shown in the SBTL website because we need to make sure the availability of learning materials for the requested unit(s). SBTL will reject an application if the learning materials for the requested interchange unit(s) are unavailable. Learners are not allowed to make any request to interchange unit(s) once enrolment is complete. UNIT1- CYBER SECURITY Reference No : D/650/3383 Credit : 20 || TQT : 200 In this unit, learners will acquire foundational knowledge about cyber security, including its historical evolution, legal and regulatory aspects, risk assessment and management, and its repercussions on individuals and organisations. Additionally, learners will gain insights into methods for safeguarding against cyber threats and how to respond to a cyber security breach effectively. UNIT2- PRINCIPLES OF COMPUTER PROGRAMMING Reference No : F/650/3384 Credit : 20 || TQT : 200 This unit aims to provide learners with a foundational comprehension of object-oriented programming languages and the ability to create efficient code. Additionally, it offers learners insight into software development and fundamental principles of algorithms. UNIT3- SYSTEMS ANALYSIS AND DESIGN Reference No : F/617/2266 Credit : 20 || TQT : 200 This unit aims to cultivate learners' understanding of system analysis and design within an organisational context. This unit introduces learners to various techniques employed in systems analysis and design and the methodologies utilised in system development. UNIT4- WEB AND MOBILE APPLICATIONS Reference No : H/650/3385 Credit : 20 || TQT : 200 This unit aims to provide learners with knowledge about contemporary web and mobile application design technology, along with the practices and tools commonly employed in this field. Learners will gain the skills needed to develop websites or mobile applications according to the provided design specifications. UNIT5- COMPUTER AND NETWORK TECHNOLOGY Reference No : L/617/2268 Credit : 20 || TQT : 200 This unit offers learners an insight into the fundamental concepts of computer networking and cloud technologies, including their operational principles, protocols, standards, security aspects, and associated prototypes. Learners will delve into various hardware and software alternatives and gain proficiency in configuring and installing these technologies. UNIT6- MANAGING DIGITAL INFORMATION Reference No : J/650/3386 Credit : 20 || TQT : 200 This unit aims to demonstrate how communication, knowledge, and information can be enhanced within an organisation, including optimising the utilisation of IT systems. UNIT7- SOFTWARE ENGINEERING Reference No : K/617/2276 Credit : 20 || TQT : 200 This unit aims to provide learners with an understanding of software development, its evolution as an engineering discipline, and the ability to develop, maintain, and enhance high-quality software systems. UNIT8- DATABASE SYSTEMS Reference No : H/617/2275 Credit : 20 || TQT : 200 This unit aims to equip learners with knowledge in the development of database systems and to facilitate the development of robust skills in database design and development. UNIT9- ADVANCED SYSTEMS ANALYSIS & DESIGN Reference No : D/617/2274 Credit : 20 || TQT : 200 This unit aims to impart a comprehensive understanding of the roles of systems analysts and designers and enable learners to apply contemporary techniques associated with these roles. UNIT10- MANAGEMENT INFORMATION SYSTEMS Reference No : Y/617/2273 Credit : 20 || TQT : 200 This unit aims to provide learners with an understanding of how organisations utilise information to create, implement, maintain, and oversee secure information systems that facilitate their operations. This unit explores how systems can support essential business functions and empower organisations to enhance productivity and competitiveness in the global marketplace. UNIT11- NETWORK INFORMATION SYSTEMS Reference No : R/617/2272 Credit : 20 || TQT : 200 This unit aims to foster learners' understanding and proficiency in the planning, configuration, establishment, and administration of various network types, including LANs, PANs, MANs, and WANs. Additionally, it aims to cultivate skills in network monitoring and impart knowledge about Network Security, network protocols, and industry standards. UNIT12- IT PROJECT MANAGEMENT Reference No : L/617/2271 Credit : 20 || TQT : 200 This unit aims to cultivate learners' competencies in overseeing Information Technology projects aimed at implementing systems or effecting organisational change. Delivery Methods School of Business & Technology London provides various flexible delivery methods to its learners, including online learning and blended learning. Thus, learners can choose the mode of study as per their choice and convenience. The program is self-paced and accomplished through our cutting-edge Learning Management System. Learners can interact with tutors by messaging through the SBTL Support Desk Portal System to discuss the course materials, get guidance and assistance and request assessment feedbacks on assignments. We at SBTL offer outstanding support and infrastructure for both online and blended learning. We indeed pursue an innovative learning approach where traditional regular classroom-based learning is replaced by web-based learning and incredibly high support level. Learners enrolled at SBTL are allocated a dedicated tutor, whether online or blended learning, who provide learners with comprehensive guidance and support from start to finish. The significant difference between blended learning and online learning methods at SBTL is the Block Delivery of Online Live Sessions. Learners enrolled at SBTL on blended learning are offered a block delivery of online live sessions, which can be booked in advance on their convenience at additional cost. These live sessions are relevant to the learners' program of study and aim to enhance the student's comprehension of research, methodology and other essential study skills. We try to make these live sessions as communicating as possible by providing interactive activities and presentations. Resources and Support School of Business & Technology London is dedicated to offering excellent support on every step of your learning journey. School of Business & Technology London occupies a centralised tutor support desk portal. Our support team liaises with both tutors and learners to provide guidance, assessment feedback, and any other study support adequately and promptly. Once a learner raises a support request through the support desk portal (Be it for guidance, assessment feedback or any additional assistance), one of the support team members assign the relevant to request to an allocated tutor. As soon as the support receives a response from the allocated tutor, it will be made available to the learner in the portal. The support desk system is in place to assist the learners adequately and streamline all the support processes efficiently. Quality learning materials made by industry experts is a significant competitive edge of the School of Business & Technology London. Quality learning materials comprised of structured lecture notes, study guides, practical applications which includes real-world examples, and case studies that will enable you to apply your knowledge. Learning materials are provided in one of the three formats, such as PDF, PowerPoint, or Interactive Text Content on the learning portal. How does the Online Learning work at SBTL? We at SBTL follow a unique approach which differentiates us from other institutions. Indeed, we have taken distance education to a new phase where the support level is incredibly high.Now a days, convenience, flexibility and user-friendliness outweigh demands. Today, the transition from traditional classroom-based learning to online platforms is a significant result of these specifications. In this context, a crucial role played by online learning by leveraging the opportunities for convenience and easier access. It benefits the people who want to enhance their career, life and education in parallel streams. SBTL's simplified online learning facilitates an individual to progress towards the accomplishment of higher career growth without stress and dilemmas. How will you study online? With the School of Business & Technology London, you can study wherever you are. You finish your program with the utmost flexibility. You will be provided with comprehensive tutor support online through SBTL Support Desk portal. How will I get tutor support online? School of Business & Technology London occupies a centralised tutor support desk portal, through which our support team liaise with both tutors and learners to provide guidance, assessment feedback, and any other study support adequately and promptly. Once a learner raises a support request through the support desk portal (Be it for guidance, assessment feedback or any additional assistance), one of the support team members assign the relevant to request to an allocated tutor. As soon as the support receive a response from the allocated tutor, it will be made available to the learner in the portal. The support desk system is in place to assist the learners adequately and to streamline all the support process efficiently. Learners should expect to receive a response on queries like guidance and assistance within 1 - 2 working days. However, if the support request is for assessment feedback, learners will receive the reply with feedback as per the time frame outlined in the Assessment Feedback Policy.

Work Breakdown Structures: Virtual In-House Training It's amazing how often project managers begin the project planning process by making an outlined list of every task they believe will be required to complete a project and then proclaim they have created the work breakdown structure (WBS) for the project. The result is a list of hundreds, or even thousands of tasks, many of them having durations of a few days or a few hours. Essentially, what they have done is create a 'to do' list, which they then use as a 'checklist' to measure progress. This approach leads to, and even encourages, micromanagement of the resources working on the project without consideration of more critical aspects of project management such as: requirements management, risk management, procurement management, estimating, scheduling, executing, and controlling. Further, it makes it impossible to see the big picture, at levels of detail, in keeping with the needs of sponsors, clients, project and functional managers, team leaders, and project performers. Join us for this exciting program and learn how to use the WBS to make better-informed business decisions. What You Will Learn You will learn how to: Describe the need for a project WBS Describe the WBS role in the project Gain practical experience in the development, decomposition, and use of the WBS Determine the appropriate level of detail in the WBS. Explain how the WBS integrates with project requirements, risk, procurement, estimating, scheduling, and overall project execution. Provide the basic tools to enhance efficient re-use of key information in your future projects Foundation Concepts Key definitions History of the WBS Importance of the WBS Overall structure Terminology Other breakdown structures WBS tools WBS & Scope Project scope management processes Specification of the project objectives WBS design based on project deliverable WBS decomposition process and 'The 100% rule' Work Packages and Control Accounts WBS & Risk Risk management planning and WBS Risk identification to enhance the WBS Risk analysis and the WBS Risk responses and updating the WBS Implementing risk response and Monitoring risks and the WBS WBS & Estimating Use of WBS in the estimating process Components and work packages Sizing and algorithmic estimates WBS & Scheduling Component Scheduling - High-Level Milestones WBS activity decomposition WBS elements dependencies Work Package Level Schedules Responsibility assignment matrix WBS & Execution and Control Earned Value Management and tracking of work performance Progress reports, forecasts, and corrective and preventive actions used to manage work performance Necessary information to close out a project

Who is this course for? Sketchup Artificial Intelligence Training Course. Mastering SketchUp Artificial Intelligence (AI) is essential for designers, offering automation, efficiency, and innovative solutions. It saves time, enhances visualizations, fosters collaboration, and future-proofs skills, ensuring a competitive edge in the design industry. Click here for more info: Website How to Book? 1-on-1 training. Customize your schedule from Mon to Sat from 9 am to 7 pm Call to book  Duration: 16 hours. Method: In-person or Live Online Sketchup and (Artificial Intelligence) Stable Diffusion Rendering Course (16 hours) Module 1: Sketchup Fundamentals (2 hours) Sketchup software overview and interface navigation Introduction to basic drawing tools and fundamental geometry creation techniques Module 2: Texturing and Material Mastery (2 hours) Application of textures and customization of materials Exploration of texture mapping and comprehensive material libraries Module 3: Illumination and Shadows (2 hours) Comprehending lighting principles and strategic light placement Crafting realistic shadows and reflections Module 4: Advanced Modeling Techniques (3 hours) Creating intricate shapes and harnessing advanced modeling tools Efficiently managing groups, components, and modifiers Module 5: Stable Diffusion Rendering (2 hours) Initiating stable diffusion rendering Optimizing rendering settings for superior outcomes Module 6: Scene Composition and Camera Configuration (2 hours) Exploring composition principles and camera perspectives Scene management and creation of captivating walkthrough animations Module 7: Rendering Optimization Strategies (2 hours) Techniques for optimizing models to expedite rendering Application of render passes and post-processing methods Module 8: Real-World Projects and Portfolio Building (1 hour) Application of acquired skills in completing authentic projects Professional portfolio presentation techniques Optional: Stable Diffusion and Python Installation (Additional 10 hours) Module 1: Introduction to Stable Diffusion and Python Comprehensive understanding of Stable Diffusion and Python's significance Module 2: System Prerequisites Hardware and software requirements for successful installation Module 3: Python Installation Guide Step-by-step installation process for various operating systems Module 4: Configuring Python Environment Configuration of environment variables and package managers Module 5: Stable Diffusion Installation Downloading and installing the Stable Diffusion package Module 6: Setting Up the Development Environment Configuration of integrated development environments (IDEs) for Python and Stable Diffusion Module 7: Troubleshooting and Common Issues Identification and resolution of common installation errors Module 8: Best Practices and Recommendations Effective management of Python and Stable Diffusion installations Module 9: Practical Applications and Projects Hands-on exercises exemplifying the practical usage of Stable Diffusion and Python Module 10: Advanced Topics (Optional) Exploration of advanced features and techniques Stable Diffusion https://stablediffusionweb.com https://stable-diffusion-ui.github.io https://stability.ai/stable-diffusion Upon successful completion of the Sketchup and Stable Diffusion Rendering Course with a focus on AI image rendering, participants will achieve the following: 1. Mastery of AI Image Rendering: Attain expertise in employing AI-powered rendering techniques to produce realistic and top-quality visualizations. 2. Proficiency in Sketchup for 3D Modeling: Navigate the software adeptly, utilize drawing tools with proficiency, and craft intricate 3D models. 3. Enhanced Rendering Optimization: Implement AI-based rendering to enhance model visuals, resulting in faster rendering times and superior image quality. 4. Application of AI-driven Lighting and Shadows: Employ AI algorithms for precise lighting placement, shadows, and reflections, elevating the realism of renderings. 5. Development of a Professional Portfolio: Present AI-rendered projects within a polished professional portfolio, highlighting advanced image rendering capabilities. 1. Mastering Sketchup: Attain proficiency in Sketchup, a renowned and user-friendly 3D modeling software, equipping you with the skills needed to adeptly create and manipulate 3D models. 2. Advanced Rendering Expertise: Explore stable diffusion rendering, an avant-garde technique that simplifies the creation of realistic and high-quality renderings. Broaden your rendering capabilities, producing visually stunning representations of your designs. 3. Practical Industry Applications: Cultivate practical skills relevant to diverse industries, encompassing architecture, interior design, product development, and visualization. Elevate your professional portfolio with captivating renderings that showcase your design prowess. 4. Interactive Learning: Participate in hands-on exercises and projects that promote active learning and the practical application of concepts. Benefit from personalized feedback and expert guidance, ensuring your continuous progress throughout the course. 5. Career Advancement: Elevate your career prospects by adding valuable skills to your toolkit. Proficiency in crafting detailed 3D models and impressive renderings through stable diffusion techniques opens doors to diverse job opportunities within the design and visualization sector. 6. Flexibility and Convenience: Access course materials online and learn at your own pace. Enjoy the flexibility of tailoring the coursework to your schedule, allowing you to harmonize your learning journey with other commitments. Course Advantages: Tailored Learning: Enjoy personalized 1-on-1 sessions, accommodating your schedule from Monday to Saturday, 9 am to 7 pm. Mastery of Sketchup: Develop proficiency in the widely-used and user-friendly 3D modeling software, enabling efficient creation and manipulation of 3D models. Advanced Rendering Proficiency: Acquire expertise in stable diffusion rendering for producing realistic, high-quality renderings that enhance the visual appeal of your designs. Practical Applicability: Develop practical skills applicable across diverse domains, including architecture, interior design, product development, and visualization, enriching your professional portfolio. Interactive Practical Experience: Engage in hands-on exercises with personalized guidance from seasoned instructors, ensuring consistent progress in your skillset. Career Progression: Boost your career opportunities by gaining valuable skills in 3D modeling and generating impressive renderings through stable diffusion techniques. Comprehensive Support: Benefit from free portfolio reviews, mock interviews, and career advice, providing additional resources to enhance your professional journey.

If you’re looking to start a career in Python coding, but don’t know where to begin, this might be for you. This course is aimed at absolute beginners that have never done any coding before. Early on in the course, you’ll learn what coding is, what certain types of languages are used for, specifically Python, and the types of careers available through learning Python.

Why Learn Sketchup and Stable Diffusion Rendering Course? Course Link SketchUp and Stable Diffusion Rendering Course. An AI image creation course designed to explore AI image creation techniques and master the use of advanced AI technology. You'll learn Ai 3D modeling, advanced rendering, and lighting techniques. Duration: 16 hrs. Method: 1-on-1 Online Over Zoom is also available. Schedule: Tailor your own schedule by pre-booking a convenient hour of your choice, available from Mon to Sat between 9 am and 7 pm. The Sketchup and Stable Diffusion Rendering Course equips students with comprehensive skills for visually stunning Ai (Artificial intelligence) 3D models and renderings. Master Sketchup's user-friendly interface, advanced rendering techniques, and stable diffusion rendering. Hands-on exercises and real-world projects enhance learning. Ideal for architecture, interior design, product development, and visualization careers. The Sketchup and Stable Diffusion Rendering Course equips students with comprehensive skills for visually stunning Ai (Artificial intelligence) 3D models and renderings. Master Sketchup's user-friendly interface, advanced rendering techniques, and stable diffusion rendering. Hands-on exercises and real-world projects enhance learning. Ideal for architecture, interior design, product development, and visualization careers. Sketchup and Stable Diffusion Rendering Course (16 hours) Module 1: Introduction to Sketchup (2 hours) Overview of Sketchup software and interface navigation Basic drawing tools and geometry creation techniques Module 2: Texturing and Materials (2 hours) Applying textures and customizing materials Exploring texture mapping and material libraries Module 3: Lighting and Shadows (2 hours) Understanding lighting principles and light placement Creating realistic shadows and reflections Module 4: Advanced Modeling Techniques (3 hours) Creating complex shapes and utilizing advanced tools Working with groups, components, and modifiers Module 5: Stable Diffusion Rendering (2 hours) Introduction to stable diffusion rendering Configuring rendering settings for optimal results Module 6: Scene Composition and Camera Setup (2 hours) Exploring composition principles and camera perspectives Managing scenes and creating walkthrough animations Module 7: Rendering Optimization (2 hours) Optimizing models for faster rendering Using render passes and post-processing techniques Module 8: Project Work and Portfolio Development (1 hour) Applying skills to complete a real-world project Showcasing work in a professional portfolio Optional: Installing Stable Diffusion and Python (Additional 10 hours) Module 1: Introduction to Stable Diffusion and Python Overview of Stable Diffusion and Python's significance Module 2: System Requirements Hardware and software prerequisites for installation Module 3: Installing Python Step-by-step installation process for different OS Module 4: Configuring Python Environment Setting up environment variables and package managers Module 5: Installing Stable Diffusion Downloading and installing the Stable Diffusion package Module 6: Setting Up Development Environment Configuring IDEs for Python and Stable Diffusion Module 7: Troubleshooting and Common Issues Identifying and resolving common installation errors Module 8: Best Practices and Recommendations Managing Python and Stable Diffusion installations Module 9: Practical Examples and Projects Hands-on exercises demonstrating usage of Stable Diffusion and Python Module 10: Advanced Topics (Optional) Exploring advanced features and techniques Stable Diffusion UI v2 | A simple 1-click way to install and use https://stable-diffusion-ui.github.io A simple 1-click way to install and use Stable Diffusion on your own computer. ... Get started by downloading the software and running the simple installer. Learning Outcomes: Upon completing the Sketchup and Stable Diffusion Rendering Course, with a focus on AI image rendering, participants will: Master AI Image Rendering: Gain expertise in using AI-powered rendering techniques to create realistic and high-quality visualizations. Utilize Sketchup for 3D Modeling: Navigate the software, proficiently use drawing tools, and create detailed 3D models. Optimize Renderings: Apply AI-based rendering to optimize model visuals, achieving faster rendering times and superior image quality. Implement AI-driven Lighting and Shadows: Utilize AI algorithms for lighting placement, shadows, and reflections, enhancing realism in renderings. Create Professional Portfolio: Showcase AI-rendered projects in a professional portfolio, highlighting advanced image rendering skills. Note: The course focuses on AI image rendering using Sketchup and Stable Diffusion techniques, empowering participants with cutting-edge skills for creating exceptional visual representations.

Getting Started OTHM Level 4 Diploma in Information Technology gives an overview of how the information technology sector can influence the scope of the learning environment in the present scenario. This course helps learners learn about the role of Information technology in business communication. The qualification helps the learner to understand the role of IT in productivity and profitability in high levels of business operations. Key Benefits The qualification will benefit learners to: To understand the role of IT in productivity and profitability in high levels of business operations. To attain the practical knowledge, skills, capabilities and competencies assessed in academic terms as equivalent to Higher National Certificates (HNC) and Year 1 of a three-year UK Bachelor's degree programme. To learn the fundamentals of cyber security, protection methods and how to manage a cyber-security attack. To attain a basic understanding of object-oriented programming languages and how to produce effective code. To gain a perspective on software development and the basic principles of algorithms. To create awareness of system analysis and design in an organisational context. To provide learners with an understanding of current web and mobile application design technology and the practices and tools used. To understand computer networking essentials and cloud technologies, their operating principles, protocols, standards, security considerations, and prototypes associated with this field. To understand the interaction between communications, knowledge and information. Completing the OTHM Level 4 Diploma in Information Technology provides learners with the opportunity for various academic progressions, including the OTHM Level 5 Diploma in Information Technology. Ofqual (Office of the Qualifications and Examinations Regulation) approves and regulates the qualification.   Key Highlights Do you want to avoid the recent technological know-how of Information Technology in Business Communication? Then, the OTHM Level 4 Diploma in Information Technology is the ideal starting point for your career journey. The program allows the learners to develop a broad base of knowledge and skills that will enable them to work in various roles in the IT industry. Remember! The assessment for the qualification is done based on assignments only, and you do not need to worry about writing any exam. With the School of Business and Technology London, you can complete the qualification at your own pace, choosing online or blended learning from the comfort of your home. Learning and pathway materials and study guides developed by our OTHM-approved tutors, who would be available around the clock in our cutting-edge learning management system. Most importantly, at the School of Business and Technology London, we will provide comprehensive tutor support through our dedicated support desk. If you choose your course with blended learning, you will also enjoy live sessions with an assigned tutor, which you can book at your convenience. Career Pathways The OTHM Level 4 Diploma in Information Technology can open many career pathways including, but not limited to: Application Analyst with an estimated average salary of £36,015 per annum Database Administrator, with an estimated average salary of £38,246 per annum Games Developer with an estimated average salary of £28,905 per annum Information Systems Manager, with an estimated average salary of £44,785 per annum IT Consultant with an estimated average salary of £37,485 per annum Systems Analyst, with an estimated average salary of £37,500 per annum Web Designer with an estimated average salary of £29,235 per annum About Awarding Body OTHM is an established and recognised Awarding Organisation (Certification Body) launched in 2003. OTHM has already made a mark in the UK and global online education scenario by creating and maintaining a user-friendly and skill based learning environment. OTHM has both local and international recognition which aids OTHM graduates to enhance their employability skills as well as allowing them to join degree and/or Master top-up programmes. OTHM qualifications has assembled a reputation for maintaining significant skills in a wide range of job roles and industries which comprises Business Studies, Leadership, Tourism and Hospitality Management, Health and Social Care, Information Technology, Accounting and Finance, Logistics and Supply Chain Management. What is included? Outstanding tutor support that gives you supportive guidance all through the course accomplishment through the SBTL Support Desk Portal. Access our cutting-edge learning management platform to access vital learning resources and communicate with the support desk team. Quality learning materials such as structured lecture notes, study guides, and practical applications, which include real-world examples and case studies, will enable you to apply your knowledge. Learning materials are provided in one of the three formats: PDF, PowerPoint, or Interactive Text Content on the learning portal. The tutors will provide Formative assessment feedback to improve the learners' achievements. Assessment materials are accessible through our online learning platform. Supervision for all modules Multiplatform accessibility through an online learning platform. This facilitates SBTL in providing learners with course materials directly through smartphones, laptops, tablets or desktops, allowing students to study at their convenience. Live Classes (for Blended Learning Students only). Assessment Time-constrained scenario-based assignments. No examinations. Entry Requirements Learners must be 18 years old or older. Relevant NQF/QCF/RQF Level 3 Diploma or equivalent. International students whose first language is not English must score 5.5 or above in the IELTS Examination or equivalent. Progression Learners completing the OTHM Level 4 Diploma in Information Technology will allow progress to: OTHM Level 5 Diploma in Information Technology. Why gain a OTHM Qualification? Industry-focused programmes which meet global standards. Programs reviewed by highly qualified experts in the relevant sector. Career enhancement through advanced knowledge and skills that meet 21st-century employer needs. Availability of globally approved centres for enrolling in the desired program. Availability of flexible study options. The OTHM Level 4 Diploma in Information Technology consists of 6 mandatory units for a combined total of 120 credits, 1200 hours Total Qualification Time (TQT) and 480 Guided Learning Hours (GLH) for the completed qualification Learners must request before enrolment to interchange unit(s) other than the preselected units shown in the SBTL website because we need to make sure the availability of learning materials for the requested unit(s). SBTL will reject an application if the learning materials for the requested interchange unit(s) are unavailable. Learners are not allowed to make any request to interchange unit(s) once enrolment is complete. UNIT1- Programming Foundations Reference No : A/617/2265 Credit : 20 || TQT : 200 Unit I entitles basic understanding of Object-oriented programming languages and how to produce effective code. Unit I also helps the non-programming technical staff to gain an idea about software development. The course is language neutral and teaches general concepts. UNIT2- System Analysis and Design Reference No : F/617/2266 Credit : 20 || TQT : 200 Unit II focuses on developing learners' awareness of analysis and design in an organisational context. The unit also contains various techniques used within systems analysis and design and the methodologies used in the system development process. UNIT3- Web and Multimedia Applications Reference No : J/617/2267 Credit : 20 || TQT : 200 The unit aims to provide learners with an understanding of current design technology and the practices and tools used. The learner will develop the ability to create new websites and will gain advance skills in web development. UNIT4- Computer and Network Technology Reference No : L/617/2268 Credit : 20 || TQT : 200 The Unit enables the learners with knowledge of computer networking essentials, how they operate, protocols, standards, security considerations and the prototypes associated with a range of networking technologies. Learners will also explore a range of hardware and related software and will learn to configure and install these UNIT5- Software Development Reference No : R/617/2269 Credit : 20 || TQT : 200 Unit V introduces the learners about the fundamental concepts of programming by focusing on software development process. It also briefs about the tools that assist in this process. Learners are given the choice to use a programming language of their choice. UNIT6- Managing Business Information Reference No : J/617/2270 Credit : 20 || TQT : 200 Unit covers the influence of IT system in keeping a company up to date with communication and knowledge. Learners will understand the interaction between communications, knowledge and information. It also briefs how IT systems can be used as a management tool for collecting, storing, disseminating and providing access to knowledge and information. Delivery Methods School of Business & Technology London provides various flexible delivery methods to its learners, including online learning and blended learning. Thus, learners can choose the mode of study as per their choice and convenience. The program is self-paced and accomplished through our cutting-edge Learning Management System. Learners can interact with tutors by messaging through the SBTL Support Desk Portal System to discuss the course materials, get guidance and assistance and request assessment feedbacks on assignments. We at SBTL offer outstanding support and infrastructure for both online and blended learning. We indeed pursue an innovative learning approach where traditional regular classroom-based learning is replaced by web-based learning and incredibly high support level. Learners enrolled at SBTL are allocated a dedicated tutor, whether online or blended learning, who provide learners with comprehensive guidance and support from start to finish. The significant difference between blended learning and online learning methods at SBTL is the Block Delivery of Online Live Sessions. Learners enrolled at SBTL on blended learning are offered a block delivery of online live sessions, which can be booked in advance on their convenience at additional cost. These live sessions are relevant to the learners' program of study and aim to enhance the student's comprehension of research, methodology and other essential study skills. We try to make these live sessions as communicating as possible by providing interactive activities and presentations. Resources and Support School of Business & Technology London is dedicated to offering excellent support on every step of your learning journey. School of Business & Technology London occupies a centralised tutor support desk portal. Our support team liaises with both tutors and learners to provide guidance, assessment feedback, and any other study support adequately and promptly. Once a learner raises a support request through the support desk portal (Be it for guidance, assessment feedback or any additional assistance), one of the support team members assign the relevant to request to an allocated tutor. As soon as the support receives a response from the allocated tutor, it will be made available to the learner in the portal. The support desk system is in place to assist the learners adequately and streamline all the support processes efficiently. Quality learning materials made by industry experts is a significant competitive edge of the School of Business & Technology London. Quality learning materials comprised of structured lecture notes, study guides, practical applications which includes real-world examples, and case studies that will enable you to apply your knowledge. Learning materials are provided in one of the three formats, such as PDF, PowerPoint, or Interactive Text Content on the learning portal. How does the Online Learning work at SBTL? We at SBTL follow a unique approach which differentiates us from other institutions. Indeed, we have taken distance education to a new phase where the support level is incredibly high.Now a days, convenience, flexibility and user-friendliness outweigh demands. Today, the transition from traditional classroom-based learning to online platforms is a significant result of these specifications. In this context, a crucial role played by online learning by leveraging the opportunities for convenience and easier access. It benefits the people who want to enhance their career, life and education in parallel streams. SBTL's simplified online learning facilitates an individual to progress towards the accomplishment of higher career growth without stress and dilemmas. How will you study online? With the School of Business & Technology London, you can study wherever you are. You finish your program with the utmost flexibility. You will be provided with comprehensive tutor support online through SBTL Support Desk portal. How will I get tutor support online? School of Business & Technology London occupies a centralised tutor support desk portal, through which our support team liaise with both tutors and learners to provide guidance, assessment feedback, and any other study support adequately and promptly. Once a learner raises a support request through the support desk portal (Be it for guidance, assessment feedback or any additional assistance), one of the support team members assign the relevant to request to an allocated tutor. As soon as the support receive a response from the allocated tutor, it will be made available to the learner in the portal. The support desk system is in place to assist the learners adequately and to streamline all the support process efficiently. Learners should expect to receive a response on queries like guidance and assistance within 1 - 2 working days. However, if the support request is for assessment feedback, learners will receive the reply with feedback as per the time frame outlined in the Assessment Feedback Policy.

Work Breakdown Structures It's amazing how often project managers begin the project planning process by making an outlined list of every task they believe will be required to complete a project and then proclaim they have created the work breakdown structure (WBS) for the project. The result is a list of hundreds, or even thousands of tasks, many of them having durations of a few days or a few hours. Essentially, what they have done is create a 'to do' list, which they then use as a 'checklist' to measure progress. This approach leads to, and even encourages, micromanagement of the resources working on the project without consideration of more critical aspects of project management such as: requirements management, risk management, procurement management, estimating, scheduling, executing, and controlling. Further, it makes it impossible to see the big picture, at levels of detail, in keeping with the needs of sponsors, clients, project and functional managers, team leaders, and project performers. Join us for this exciting program and learn how to use the WBS to make better-informed business decisions. What You Will Learn You will learn how to: Describe the need for a project WBS Describe the WBS role in the project Gain practical experience in the development, decomposition, and use of the WBS Determine the appropriate level of detail in the WBS. Explain how the WBS integrates with project requirements, risk, procurement, estimating, scheduling, and overall project execution. Provide the basic tools to enhance efficient re-use of key information in your future projects Foundation Concepts Key definitions History of the WBS Importance of the WBS Overall structure Terminology Other breakdown structures WBS tools WBS & Scope Project scope management processes Specification of the project objectives WBS design based on project deliverable WBS decomposition process and 'The 100% rule' Work Packages and Control Accounts WBS & Risk Risk management planning and WBS Risk identification to enhance the WBS Risk analysis and the WBS Risk responses and updating the WBS Implementing risk response and Monitoring risks and the WBS WBS & Estimating Use of WBS in the estimating process Components and work packages Sizing and algorithmic estimates WBS & Scheduling Component Scheduling - High-Level Milestones WBS activity decomposition WBS elements dependencies Work Package Level Schedules Responsibility assignment matrix WBS & Execution and Control Earned Value Management and tracking of work performance Progress reports, forecasts, and corrective and preventive actions used to manage work performance Necessary information to close out a project