9591 Mode courses

Course Overview This course will provide individuals with a process for analysing and evaluating new information, ideas, or situations in a logical and objective manner in order to form judgements, make decisions, and solve problems, centred around evolving business outcomes. This course is designed by highly qualified learning design experts, assisted and guided by a Doctoral & Masters level leadership team. Working closely with subject matter leaders with extensive domain experience, this course is built on sound academic rigour and applied real world experience. Run in a cohort-based, activity-led format, it goes beyond theory to provide practical methods and frameworks that you can immediately apply in your workplace. Key Outcomes -Define what critical thinking is and why it is essential -Examine biases and logical fallacies that interfere with decision-making -Identify emotional versus rational thinking methods -Apply structured decision-making processes to arrive at logical conclusions Format F2F or Virtual Delivery Mode Closed Cohort Duration 4 Hrs Target Audience Business professionals, leaders & executives aiming to sharpen their critical thinking skills in complex or ambiguous contexts.

Course Overview Effective use of technology in adaptive organisations is critical for innovation, collaboration and efficiency. By reflectively examining the patterns and pitfalls of technology usage, individuals can identify how they can best harness the latest tools and platforms to increase the quality and effectiveness of their effort. This course is designed by highly qualified learning design experts, assisted and guided by a Doctoral & Masters level leadership team. Working closely with subject matter leaders with extensive domain experience, this course is built on sound academic rigour and applied real world experience. Run in a cohort-based, activity-led format, it goes beyond theory to provide practical methods and frameworks that you can immediately apply in your workplace. Key Outcomes -Examine the current technology landscape -Identify bottlenecks and issues with current tools & processes -Collectively explore new tools and platforms -Prioritise & plan adoption of new technology Format F2F or Virtual Delivery Mode Closed Cohort Duration 4 Hrs Target Audience Business professionals, leaders & executives looking to drive innovation through creative use of technology in complex or ambiguous contexts.

Course Overview Adaptive social and emotional skills enable individuals to build social connections and regulate their emotions effectively in order to work well with others in an evolving organisational context. This involves strengthening emotional intelligence and shifting their mindset to become open, collaborative and focussed on forming value-driving partnerships. This course is designed by highly qualified learning design experts, assisted and guided by a Doctoral & Masters level leadership team. Working closely with subject matter leaders with extensive domain experience, this course is built on sound academic rigour and applied real world experience. Run in a cohort-based, activity-led format, it goes beyond theory to provide practical methods and frameworks that you can immediately apply in your workplace. Key Outcomes -Exploring your own -Emotional Intelligence -Identifying common ground -Gaining trust, respect and commitment -Applying assertive techniques to manage and resolve conflicts Format F2F or Virtual Delivery Mode Closed Cohort or Occasional Limited Public Schedule Duration 4 Hrs Target Audience Business professionals, leaders & executives aiming to develop their awareness of, and connection to self and others in complex or ambiguous contexts.

Course Overview The adaptive communication course provides individuals with the ability to modify their communication style within volatile or ambiguous situations in order to effectively convey complex information and ideas. This involves understanding the perception and context of the audience and adapting language, tone, and delivery to drive evolving business outcomes. This course is designed by highly qualified learning design experts, assisted and guided by a Doctoral & Masters level leadership team. Working closely with subject matter leaders with extensive domain experience, this course is built on sound academic rigour and applied real world experience. Run in a cohort-based, activity-led format, it goes beyond theory to provide practical methods and frameworks that you can immediately apply in your workplace. Key Outcomes -Empathise with the perspectives and objectives of your audience -Apply active listening techniques -Adjust tone and language to suit the communication preference of your audience -Use assertive communication methods to deliver for impact Format F2F or Virtual Delivery Mode Closed Cohort Duration 4 Hrs Target Audience Business professionals, leaders & executives looking to effectively communicate in highly volatile or ambiguous environments.

Course Overview The adaptive leadership course focuses on helping leaders within organisations to navigate complex and uncertain situations, often involving significant change, by effectively applying and mobilising the disciplines, competencies and skills within the Adaptive Organisation Framework. This course is designed by highly qualified learning design experts, assisted and guided by a Doctoral & Masters level leadership team. Working closely with subject matter leaders with extensive domain experience, this course is built on sound academic rigour and applied real world experience. Run in a cohort-based, activity-led format, it goes beyond theory to provide practical methods and frameworks that you can immediately apply in your workplace. Key Outcomes -Explain the current organizational challenges that require adaptability -Describe the core disciplines, competencies and skills of the adaptive organization framework -Identify the relative strengths and weaknesses of their team in terms of adaptability -Build a roadmap to uplift adaptability within a department or team Format F2F or Virtual Delivery Mode Closed Cohort Duration 4 Hrs Target Audience Leaders & executives aiming to uplift adaptability as a capability within their departments or teams.

Course Overview The course is aimed at helping individuals become more proactive and confident in taking necessary actions towards achieving a goal or solving complex or ambiguous problems as opposed to reacting to events. It helps participants manage risk and the fear of failure. This course is designed by highly qualified learning design experts, assisted and guided by a Doctoral & Masters level leadership team. Working closely with subject matter leaders with extensive domain experience, this course is built on sound academic rigour and applied real world experience. Run in a cohort-based, activity-led format, it goes beyond theory to provide practical methods and frameworks that you can immediately apply in your workplace. Key Outcomes -Define what initiative is and why it is essential -Identify an opportunity or issue -Apply flexible decision-making techniques -Weigh up the risks and consequences -Articulate the value of an idea Format F2F or Virtual Delivery Mode Closed Cohort or Occasional Limited Public Schedule Duration 4 Hrs Target Audience Business professionals, leaders & executives aiming to increase their initiative in times of uncertainty, ambiguity or complexity.

Course Overview Organisational adaptability is most likely to be achieved and ingrained into culture when it is effected at an individual level. This course provides a neuroscience-informed framework for individuals to develop mindset, skills, and habits that prefigure adaptability in response to changing business requirements and environment. This course is designed by highly qualified learning design experts, assisted and guided by a Doctoral & Masters level leadership team. Working closely with subject matter leaders with extensive domain experience, this course is built on sound academic rigour and applied real world experience. Run in a cohort-based, activity-led format, it goes beyond theory to provide practical methods and frameworks that you can immediately apply in your workplace. Key Outcomes -Explain the current organizational challenges that require adaptability -Identify strategies to personally manage adversity -Use outward thinking approaches to explore opportunities -Apply proactive and collaborative methods to embrace and manage change Format F2F or Virtual Delivery Mode Closed Cohort or Occasional Limited Public Schedule Duration 4 Hrs Target Audience Business professionals, leaders & executives aiming to enhance their own adaptability to complex or ambiguous contexts.

Course Overview Organisational skills refer to the ability to effectively plan, organize, and manage one's time, tasks, and resources in order to achieve specific goals. We introduce a post-agile approach that leverages the benefits of the agile methodology whilst addressing its limitations. This course is designed by highly qualified learning design experts, assisted and guided by a Doctoral & Masters level leadership team. Working closely with subject matter leaders with extensive domain experience, this course is built on sound academic rigour and applied real world experience. Run in a cohort-based, activity-led format, it goes beyond theory to provide practical methods and frameworks that you can immediately apply in your workplace. Key Outcomes -Analyse current habits and routines -Prioritise time schedule and daily tasks -Optimise communications to increase focus and productivity -Use effective planning tools to regularly plan and prioritise tasks and projects Format F2F or Virtual Delivery Mode Closed Cohort or Occasional Limited Public Schedule Duration 4 Hrs Target Audience Business professionals, leaders & executives aiming to enhance their personal effectiveness by developing their self organisational skills

Duration 3 Days 18 CPD hours This course is intended for This course is geared for attendees with solid Python skills who wish to learn and use basic machine learning algorithms and concepts Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Topics Covered: This is a high-level list of topics covered in this course. Please see the detailed Agenda below Getting Started & Optional Python Quick Refresher Statistics and Probability Refresher and Python Practice Probability Density Function; Probability Mass Function; Naive Bayes Predictive Models Machine Learning with Python Recommender Systems KNN and PCA Reinforcement Learning Dealing with Real-World Data Experimental Design / ML in the Real World Time Permitting: Deep Learning and Neural Networks Machine Learning Essentials with Python is a foundation-level, three-day hands-on course that teaches students core skills and concepts in modern machine learning practices. This course is geared for attendees experienced with Python, but new to machine learning, who need introductory level coverage of these topics, rather than a deep dive of the math and statistics behind Machine Learning. Students will learn basic algorithms from scratch. For each machine learning concept, students will first learn about and discuss the foundations, its applicability and limitations, and then explore the implementation and use, reviewing and working with specific use casesWorking in a hands-on learning environment, led by our Machine Learning expert instructor, students will learn about and explore:Popular machine learning algorithms, their applicability and limitationsPractical application of these methods in a machine learning environmentPractical use cases and limitations of algorithms Getting Started Installation: Getting Started and Overview LINUX jump start: Installing and Using Anaconda & Course Materials (or reference the default container) Python Refresher Introducing the Pandas, NumPy and Scikit-Learn Library Statistics and Probability Refresher and Python Practice Types of Data Mean, Median, Mode Using mean, median, and mode in Python Variation and Standard Deviation Probability Density Function; Probability Mass Function; Naive Bayes Common Data Distributions Percentiles and Moments A Crash Course in matplotlib Advanced Visualization with Seaborn Covariance and Correlation Conditional Probability Naive Bayes: Concepts Bayes? Theorem Naive Bayes Spam Classifier with Naive Bayes Predictive Models Linear Regression Polynomial Regression Multiple Regression, and Predicting Car Prices Logistic Regression Logistic Regression Machine Learning with Python Supervised vs. Unsupervised Learning, and Train/Test Using Train/Test to Prevent Overfitting Understanding a Confusion Matrix Measuring Classifiers (Precision, Recall, F1, AUC, ROC) K-Means Clustering K-Means: Clustering People Based on Age and Income Measuring Entropy LINUX: Installing GraphViz Decision Trees: Concepts Decision Trees: Predicting Hiring Decisions Ensemble Learning Support Vector Machines (SVM) Overview Using SVM to Cluster People using scikit-learn Recommender Systems User-Based Collaborative Filtering Item-Based Collaborative Filtering Finding Similar Movie Better Accuracy for Similar Movies Recommending movies to People Improving your recommendations KNN and PCA K-Nearest-Neighbors: Concepts Using KNN to Predict a Rating for a Movie Dimensionality Reduction; Principal Component Analysis (PCA) PCA with the Iris Data Set Reinforcement Learning Reinforcement Learning with Q-Learning and Gym Dealing with Real-World Data Bias / Variance Tradeoff K-Fold Cross-Validation Data Cleaning and Normalization Cleaning Web Log Data Normalizing Numerical Data Detecting Outliers Feature Engineering and the Curse of Dimensionality Imputation Techniques for Missing Data Handling Unbalanced Data: Oversampling, Undersampling, and SMOTE Binning, Transforming, Encoding, Scaling, and Shuffling Experimental Design / ML in the Real World Deploying Models to Real-Time Systems A/B Testing Concepts T-Tests and P-Values Hands-on With T-Tests Determining How Long to Run an Experiment A/B Test Gotchas Capstone Project Group Project & Presentation or Review Deep Learning and Neural Networks Deep Learning Prerequisites The History of Artificial Neural Networks Deep Learning in the TensorFlow Playground Deep Learning Details Introducing TensorFlow Using TensorFlow Introducing Keras Using Keras to Predict Political Affiliations Convolutional Neural Networks (CNN?s) Using CNN?s for Handwriting Recognition Recurrent Neural Networks (RNN?s) Using an RNN for Sentiment Analysis Transfer Learning Tuning Neural Networks: Learning Rate and Batch Size Hyperparameters Deep Learning Regularization with Dropout and Early Stopping The Ethics of Deep Learning Learning More about Deep Learning Additional course details: Nexus Humans Machine Learning Essentials with Python (TTML5506-P) 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 Machine Learning Essentials with Python (TTML5506-P) 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.

Getting Started The Institute of Leadership and Management (ILM) Level 5 Diploma focuses on fundamental management principles. This course will provide the learner with the skills to contribute to developing a strategic plan, designing business processes, managing strategic change, and providing expert leadership. Intended for middle managers seeking the next step of their career, the ILM Level 5 Diploma is the most comprehensive qualification from the Institute of Leadership and Management. Upon completing the course, the learner will be able to improve their leadership performance through action learning and will become qualified in management problem-solving and leadership decision-making skills. The ILM Level 5 Diploma in Leadership and Management is suitable for employees pursuing the position of department head, project manager and middle manager. This Level 5 Qualification will help them to improve their skills and prepare them to gain senior managerial skills and responsibilities. The qualifications comprise a broad range of units covering skills in six core areas - working with people, managing yourself and personal skills, providing direction, facilitating innovation and change, achieving results, and using resources. Key Benefits The Level 5 Diploma in Leadership and Management is designed for practising middle managers, helping them to develop their skills and experience, improve performance and prepare for senior management responsibilities. The qualifications comprise a broad range of units covering skills in six core areas - working with people, managing yourself and personal skills, providing direction, facilitating innovation and change, achieving results, and using resources. The flexibility in unit choice allows the qualification to be tailored to meet the needs of the individual and employer. Benefits for individuals  Use core management techniques to drive better results Develop your ability to lead, motivate and inspire Provide strategic leadership as well as day-to-day management Benchmark your managerial skills Raise your profile in your organisation. Benefits for employers Encourage strategic thinking at this level of management to foster business improvement. Engage middle managers with training and development - these qualifications are designed to provide clear, measurable benefits to career-minded professionals. Customise these qualifications to your development needs.   About Awarding Body Institute of Leadership & Management (ILM) is a professional body that helps people worldwide improve their leadership capabilities and advance their careers. All ILM qualifications are awarded by The City and Guilds of London Institute, founded in 1878 and incorporated into the Royal Charter. ILM qualifications are regulated and approved by Ofqual, the governing body for qualifications in the UK. What is included? A dedicated tutor for individual students to help and provide suggestions throughout the course. Providing formative assessment with formative feedback will support the learner to improve their achievements. Our online learning platform will provide all of the assessment materials. Platform independent accessibility of Online learning portal, SBTL delivers the course straight to the student's smartphone, tablet, laptop or desktop, enabling them to study at their convenience. Assessment Time-constrained scenario-based assignments No examinations Entry Requirements Must be 19 years of age and over Substantial experience as a manager or supervisor Should possess provable academic ability to complete a level 5 qualification Progression Successful learners can progress to a range of qualifications including ILM Level 5 Diploma in Principles of Leadership and Management 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. Structure Credit Value: Minimum 4 credits Maximum 12 credits Rules of Combination: Minimum 37 credits Choice of units from Groups 1 and 2 Maximum of 18 credits from Group 2 Unit Code Unit Title Credit Group 1 8607-506 Managing Stress and Conflict in the Organisation 3 8607-511 Managing Projects in the Organisation 4 8607-527 Partnership Working 4 8607-503 Developing Critical Thinking 4 8607-504 Managing Individual Development 5 Group 2 8607-402 Managing Equality and Diversity in Own Area 4 8607-415 Motivating People in the Workplace 2 8607-403 Managing Risk in the Workplace 3 8607-412 Managing Meetings 3 8607-417 Managing and Implementing Change in the Workplace 6 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.