Implement machine learning-based clustering and classification in Python for pattern recognition and data analysis
Use Cases for Business Analysis: Virtual In-House Training The use case is a method for documenting the interactions between the user of a system and the system itself. Use cases have been in the software development lexicon for over twenty years, ever since it was introduced by Ivar Jacobson in the late 1980s. They were originally intended as aids to software design in object-oriented approaches. However, the method is now used throughout the Solution Development Life Cycle from elicitation through to specifying test cases, and is even applied to software development that is not object oriented. This course identifies how business analysts can apply use cases to the processes of defining the problem domain through elicitation, analyzing the problem, defining the solution, and confirming the validity and usability of the solution. What you will Learn You'll learn how to: Apply the use case method to define the problem domain and discover the conditions that need improvement in a business process Employ use cases in the analysis of requirements and information to create a solution to the business problem Translate use cases into requirements Getting Started Introductions Course structure Course goals and objectives Foundation Concepts Overview of use case modeling What is a use case model? The 'how and why' of use cases When to perform use case modeling Where use cases fit into the solution life cycle Use cases in the problem domain Use cases in the solution domain Use case strengths and weaknesses Use case variations Use case driven development Use case lexicon Use cases Actors and roles Associations Goals Boundaries Use cases though the life cycle Use cases in the life cycle Managing requirements with use cases The life cycle is use case driven Elicitation with Use Cases Overview of the basic mechanics and vocabulary of use cases Apply methods of use case elicitation to define the problem domain, or 'as is' process Use case diagrams Why diagram? Partitioning the domain Use case diagramming guidelines How to employ use case diagrams in elicitation Guidelines for use case elicitation sessions Eliciting the problem domain Use case descriptions Use case generic description template Alternative templates Elements Pre and post conditions Main Success Scenario The conversation Alternate paths Exception paths Writing good use case descriptions Eliciting the detailed workflow with use case descriptions Additional information about use cases Analyzing Requirements with Use Cases Use case analysis on existing requirements Confirming and validating requirements with use cases Confirming and validating information with use cases Defining the actors and use cases in a set of requirements Creating the scenarios Essential (requirements) use case Use case level of detail Use Case Analysis Techniques Generalization and Specialization When to use generalization or specialization Generalization and specialization of actors Generalization and specialization of use cases Examples Associating generalizations Subtleties and guidelines Use Case Extensions The <> association The <> association Applying the extensions Incorporating extension points into use case descriptions Why use these extensions? Extensions or separate use cases Guidelines for extensions Applying use case extensions Patterns and anomalies o Redundant actors Linking hierarchies Granularity issues Non-user interface use cases Quality considerations Use case modeling errors to avoid Evaluating use case descriptions Use case quality checklist Relationship between Use Cases and Business Requirements Creating a Requirements Specification from Use Cases Flowing the conversation into requirements Mapping to functional specifications Adding non-functional requirements Relating use cases to other artifacts Wire diagrams and user interface specifications Tying use cases to test cases and scenarios Project plans and project schedules Relationship between Use Cases and Functional Specifications System use cases Reviewing business use cases Balancing use cases Use case realizations Expanding and explaining complexity Activity diagrams State Machine diagrams Sequence diagrams Activity Diagrams Applying what we know Extension points Use case chaining Identifying decision points Use Case Good Practices The documentation trail for use cases Use case re-use Use case checklist Summary What did we learn, and how can we implement this in our work environment?
Course Objectives The goal of this course is to provide you with the knowledge required to use more advanced functions and formulas and work with various tools to analyse and present data in spreadsheets, such as sorting, filtering, applying conditional formatting and charting the data. ' Customer Feedback Really useful and engaging course. Learnt a lot that will be very beneficial in my job. Trainer was great. Kelly Moreley - TACT Very happy with the course. Worked as a good refresher from what I knew already and enhanced my knowledge further in formulas + vlookup and shortcut keys. Jenny Price - Acer 1 year email support service Take a look at the consistent excellent feedback from our corporate clients visiting our site ms-officetraining co uk With more than 20 years experience, we deliver courses on all levels of the Desktop version of Microsoft Office and Office 365; ranging from Beginner, Intermediate, Advanced to the VBA level. Our trainers are Microsoft certified professionals with a proven track record with several years experience in delivering public, one to one, tailored and bespoke courses. Tailored training courses: In, in company training, you can choose to run the course exactly as they are outlined by us or we can customise it so that it meets your specific needs. A tailored or bespoke course will follow the standard outline but may be adapted to your specific organisational needs. Recap on Excel formulas and calculations Overview of formulas in Excel Relative, Absolute and Mixed cell references Group editing worksheets Autofill and Flash Fill Changing Excel’s environment Options Changing the default number of sheets Creating an Autofill Custom List Adding tools to the Quick Access Toolbar Mastering Excel Tables Introducing Excel Tables Formatting a Table Creating Calculated Columns Using Slicers to filter your data Using Totals to get statistics out of your data Removing duplicates Converting Tables back to normal Ranges Using names Ranges In Excel formulas As a way of navigating through the workbook Advanced Formulas Simple IF examples Using IF to check if a cell is blank Nested IFs VLOOKUP HLOOKUP Text Functions Date Functions Conditional formatting Apply Conditional Formatting Customising Conditional Formatting Using Icons in Conditional Formatting Using Formulas to conditionally format cells Linking spreadsheets and workbooks Making a reference to another worksheet Making a reference to another workbook Editing links Troubleshooting links Analysing databases Quick analysis Sorting a database Apply filters to a database Advance filter Sorting and Filtering by Conditional Formats Charts Analyse trends in data using Sparklines Creating charts from start to finish Exploring the different Chart Types Apply Chart Styles Formatting Chart Elements Filtering Charts by Series or Categories Adding a Trendline to a Chart Create a Chart Template Attaching security to a spreadsheet and workbook Protect Cells Protect Structure of worksheets Protect a Workbook by adding passwords Introduction to Pivot Tables What are Pivot Tables? Using recommended pivot tables to analyse your data Who is this course for? Who is this course for? For those who want to explore in more detail formulas and functions, data analysis and data presentation. Requirements Requirements Preferably, delegates would have attended the Excel Introduction course. Career path Career path Excel know-how can instantly increase your job prospects as well as your salary. 80 percent of job openings require spreadsheet and word-processing software skills Certificates Certificates Certificate of completion Digital certificate - Included
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Description Organisational Psychology Diploma Introducing the Organisational Psychology Diploma, a comprehensive online course designed to provide a deep understanding of the psychological principles that underpin effective organisational functioning. This highly sought-after diploma equips learners with the knowledge and skills necessary to enhance workplace productivity, employee well-being, and overall organisational success. The course covers a broad range of topics, ensuring a thorough grounding in the essential components of organisational psychology. From understanding the foundations of the discipline to mastering critical aspects such as leadership, employee selection, and performance management, learners will find themselves immersed in a rich and engaging learning experience. A key element of the Organisational Psychology Diploma is its focus on organisational culture and climate. Learners will explore the dynamics of workplace cultures and how they impact employee behaviour, engagement, and performance. This understanding is vital for driving positive change and fostering a healthy, productive work environment. Motivation in the workplace is another important topic addressed in the course. Students will examine various motivational theories and strategies, learning how to apply these concepts to inspire and empower employees, and ultimately boost organisational performance. Leadership and management are critical components of any successful organisation. The Organisational Psychology Diploma delves into the psychological aspects of effective leadership, providing learners with the tools to develop their leadership capabilities and manage teams more effectively. In today's competitive job market, effective employee selection and recruitment processes are essential. The course equips learners with the knowledge to design and implement robust selection procedures that ensure the right talent is attracted and retained within their organisation. Training and development play a vital role in maintaining a skilled and engaged workforce. Through the Organisational Psychology Diploma, learners will discover best practices for designing, implementing, and evaluating employee training and development programmes that foster continuous growth and improvement. Performance management and appraisal are essential components of effective human resource management. The course provides learners with the tools and techniques needed to establish a fair, accurate, and constructive performance management system that supports employees in achieving their full potential. A healthy workplace promotes employee well-being and reduces stress. The Organisational Psychology Diploma addresses the importance of employee well-being and stress management, offering strategies for creating a supportive work environment that prioritises mental and emotional health. Diversity and inclusion are vital aspects of any modern organisation. The course provides a comprehensive understanding of the benefits of a diverse workforce and the strategies for fostering an inclusive and equitable work environment. Finally, organisational change and development are essential for ongoing success in a rapidly evolving world. The Organisational Psychology Diploma equips learners with the knowledge and skills needed to navigate and manage change effectively, ensuring their organisation remains agile and adaptable. In summary, the Organisational Psychology Diploma is an exceptional online course for those looking to enhance their understanding of the psychological principles that underpin effective organisational functioning. With its comprehensive coverage of essential topics, this course offers a solid foundation for anyone looking to excel in organisational psychology or enhance their professional capabilities in the realm of human resource management, leadership, and organisational development. Enrol now and embark on a transformative learning journey that will elevate your career to new heights. What you will learnâ¯â¯ 1:Foundations of Organisational Psychology 2:Organisational Culture and Climate 3:Motivation in the Workplace 4:Leadership and Management 5:Employee Selection and Recruitment 6:Training and Development 7:Performance Management and Appraisal 8:Employee Well-being and Stress Management 9:Diversity and Inclusion 10:Organisational Change and Development Course Outcomes After completing the course, you will receive a diploma certificate and an academic transcript from Elearn college. Assessment Each unit concludes with a multiple-choice examination. This exercise will help you recall the major aspects covered in the unit and help you ensure that you have not missed anything important in the unit. The results are readily available, which will help you see your mistakes and look at the topic once again. If the result is satisfactory, it is a green light for you to proceed to the next chapter. Accreditation Elearn College is a registered Ed-tech company under the UK Register of Learning( Ref No:10062668). After completing a course, you will be able to download the certificate and the transcript of the course from the website. For the learners who require a hard copy of the certificate and transcript, we will post it for them for an additional charge.
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Special Executive Masters Programme (S.E.M.P) This programme is geared at enhancing professionals' careers. The SEMP is an encapsulated Senior Management Programmes are short certificate modules designed for anyone who would benefit from more in-depth business knowledge delivered in a short and intensive programme What makes us different? We are a world class business school located in the heart of London, Dubai, Islamabad and Lagos. We are one of the fastest growing British business schools with a stylish blended learning model that is both online and on campus. Learn more about the programme Special Executive Master's Programme in Personal Development Studies - Education Course Overview The MSBM Special Executive Masters Programmes (SEMP) allows you to update your skills, develop new skills, and explore and develop interests in a wide range of topics. These courses can be taken as personal or professional development and may enhance your employability. The SEMP Personal Development Studies - Education deals with approaches involved in the learning process, which are useful for tackling the process of organizing and taking in new information for development purposes. Online Students who enroll in this Programme will examine a section of development studies that focuses on personal development, soft skills improvement, and project management. In the modules, participants will also study research and development, business writing, and general communication skills. Study skills are skills that can be learned in a short time and can be applied to all fields or career path. The course provides a solid ground for enhancing your reading and writing skills demonstratable in a professional environment. Apart from inculcating team leadership and project management skills, the course will ensure the learner creates the best business presentations and write academic grade reports and essays. The course also provides a detailed explanation of key tools and concepts for researching and avoiding plagiarism. Course Details Mode of Study Using Web-based technology, this program provides self-paced, individualized instruction that can be taken anywhere and anytime an individual has access to a computer and the Internet. This Programme is suitable for successful professionals or specialists in the private, public, or voluntary sectors who have new management responsibilities and need to quickly expand their management knowledge. This Programme serves as a refresher course for those who have had their Masters a long time ago and need quick reminders and professional/ academic updates while it serves as a primer for those very experienced Professionals who never made time out for their masters yet they require the academic and practical relevance of this master’s experience. It is a short executive training that runs online for 3 months. Candidates will run 2 months of active lectures and series of assignments and 1 month for their dissertation. Upon successful completion of the Programme, candidates will be awarded a Continuing Professional Development (CPD) certificate in the specific Programme they have completed. What is a CPD Course? Continuing Professional Development (CPD) is the means by which professionals maintain and enhance their knowledge and skills. The world is constantly moving at a very fast pace so undertaking CPD is essential to support a professional in his/her current role as well as helping them with career progression. CPD is all about upgrading knowledge, skills, and capabilities to remain effective and compliant. A CPD course is an investment that you make in yourself. It’s a way of planning your development that links learning directly to practice. CPD can help you keep your skills and knowledge up to date and prepare you for greater responsibilities. It can boost your confidence, strengthen your professional credibility, and help you become more creative in tackling new challenges. Is the SEMP Development Studies the right Programme for me? As a professional, manager, or consultant, if you want to develop your individual skills in the following areas, then SEMP Personal Development Studies - Education is the right option for you: Communication Problem Solving Critical Thinking and Conceptual Skill Creativity Multidisciplinary Approach Research Self- Reflector Why SEMP Development Studies? This non-credit-bearing course examines the various skills needed for the development of professionals across the education field, and how these improved skills can be harnessed together to produce a leading professional. To study comparative development effectively, one must draw upon many disciplines and construct a balanced understanding of historical and contemporary processes. Thus, studying development as a means for social transformation requires a blend of knowledge and perspectives ranging from communication, creative thinking, time management, and self-reflection. Who should enrol in this online Certificate Program? The SEMP Personal development Studies - Education Programme is designed for entry-level managers, up to mid-level managers, senior managers or directors, consultants who are in a general management role or fast approaching such a position and want an opportunity to develop their personal skills. Here is a list of people who can enrol in the Programme. Non-Governmental OrganizationMembers(NGOs) International literacy Professionals Journalists Educators Archivist Consultants Economic Development Advisor Government Relations Advisor Intelligence Officer Policy Analyst Public Administrations Professionals Public Policy Advisor Accreditation The content of this course has been independently certified as conforming to universally accepted Continuous Professional Development (CPD) guidelines. Entry Requirements There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course. Workshops This is a self-study programme with unlimited tutor support. You will never be more than a message or phone call away from our tutors. Visa Requirements There are no Visa Requirements for this Course as it's an Online Course.
Special Executive Masters Programme (S.E.M.P) This programme is geared at enhancing professionals' careers. The SEMP is an encapsulated Senior Management Programmes are short certificate modules designed for anyone who would benefit from more in-depth business knowledge delivered in a short and intensive programme What makes us different? We are a world class business school located in the heart of London, Dubai, Islamabad and Lagos. We are one of the fastest growing British business schools with a stylish blended learning model that is both online and on campus. Learn more about the programme Special Executive Master's Programme in Business Administration Course Overview The MSBM Special Executive Masters Programmes (SEMP) allows you to update your skills, develop new skills, and explore and develop interests in a wide range of topics. These courses can be taken as personal or professional development and may enhance your employability. Economic knowledge and good administration are crucial to prosperity and progress in modern society. For both customers and employees, it is important that companies and public institutions are administered well. At the same time, good administration has a significant impact on a company’s bottom line figures. One of the keywords in Business Administration is management, and as a SEMP BA student, you will gain insight into both financial and psychological aspects of management. The online Programme will provide you with a wide range of skills that will qualify you for many different positions in the public or private sectors. The courses in Business Administration will provide you with insight into Organisational theory, management psychology, marketing, planning, microeconomics and cost management. You will learn how to locate and analyze management issues, such as how to increase customer satisfaction; you will also learn to understand how companies and institutions are influenced by international conditions, technology, the global economy, or legislation. Course Details Mode of Study Using Web-based technology, this program provides self-paced, individualized instruction that can be taken anywhere and anytime an individual has access to a computer and the Internet. This Programme is suitable for successful professionals or specialists in the private, public, or voluntary sectors who have new management responsibilities and need to quickly expand their management knowledge. This Programme serves as a refresher course for those who have had their Masters a long time ago and need quick reminders and professional/ academic updates while it serves as a primer for those very experienced Professionals who never made time out for their masters yet they require the academic and practical relevance of this master’s experience. It is a short executive training that runs online for 3 months. Candidates will run 2 months of active lectures and series of assignments and 1 month for their dissertation. Upon successful completion of the Programme, candidates will be awarded a Continuing Professional Development (CPD) certificate in the specific Programme they have completed. What is a CPD Course? Continuing Professional Development (CPD) is the means by which professionals maintain and enhance their knowledge and skills. The world is constantly moving at a very fast pace so undertaking CPD is essential to support a professional in his/her current role as well as helping them with career progression. CPD is all about upgrading knowledge, skills, and capabilities to remain effective and compliant. A CPD course is an investment that you make in yourself. It’s a way of planning your development that links learning directly to practice. CPD can help you keep your skills and knowledge up to date and prepare you for greater responsibilities. It can boost your confidence, strengthen your professional credibility, and help you become more creative in tackling new challenges. Is the SEMP Business Administration right for me? SEMP Business Administration Programme emphasizes preparation for practical decision making in a business environment. The online Programme will prepare you for a career in business. Students develop specialized skills and improve their capacity to analyze, communicate effectively with associates, think independently, and thrive in work situations. Why SEMP Business Administration? The courses in Business Administration will provide you with insight into organizational theory, management psychology, marketing, planning, microeconomics and cost management. You will learn how to locate and analyze management issues, such as how to increase customer satisfaction. You will also learn to understand how companies and institutions are influenced by international conditions, technology, the global economy, or legislation. Who should enrol in this online Certificate Program? This non-credit-bearing course is designed for entry-level managers, up to mid-level managers, senior managers or directors, consultants who are in a general management role, or fast approaching such position and are seeking an opportunity to obtain a richer and deeper understanding of management skills. It is ideal for professionals of all levels. This Programme provides practical skills to overcome daily challenges by providing participants with the latest administration principles and techniques. Accreditation The content of this course has been independently certified as conforming to universally accepted Continuous Professional Development (CPD) guidelines. Entry Requirements There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course. Workshops This is a self-study programme with unlimited tutor support. You will never be more than a message or phone call away from our tutors. Visa Requirements There are no Visa requirements for this Course as it is an Online Course.