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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.

This Python Machine Learning online instructor led course is an excellent introduction to popular machine learning algorithms. Python Machine Learning 2-day Course Prerequisites: Basic knowledge of Python coding is a pre-requisite. Who Should Attend? This course is an overview of machine learning and machine learning algorithms in Python SciKitLearn. Practical: We cover the below listed algorithms, which is only a small collection of what is available. However, it will give you a good understanding, to plan your Machine Learning project We create, experiment and run machine learning sample code to implement a short selected but representative list of available the algorithms. Course Outline: Supervised Machine Learning: Classification Algorithms: Naive Bayes, Decision Tree, Logistic Regression, K-Nearest Neighbors, Support Vector Machine Regression Algorithms: Linear, Polynomial Unsupervised Machine Learning: Clustering Algorithms: K-means clustering, Hierarchical Clustering Dimension Reduction Algorithms: Principal Component Analysis Latent Dirichlet allocation (LDA) Association Machine Learning Algorithms: Apriori, Euclat Other machine learning Algorithms: Ensemble Methods ( Stacking, bagging, boosting ) Algorithms: Random Forest, Gradient Boosting Reinforcement learning Algorithms: Q-Learning Neural Networks and Deep Leaning Algorithms: Convolutional Network (CNN) Data Exploration and Preprocessing: The first part of a Machine Learning project understands the data and the problem at hand. Data cleaning, data transformation and data pre-processing are covered using Python functions to make data exploration and preprocessing relatively easy. What is included in this Python Machine Learning: Python Machine Learning Certificate on completion Python Machine Learning notes Practical Python Machine Learning exercises and code examples After the course, 1 free, online session for questions or revision Python Machine Learning. Max group size on this Python Machine Learning is 4. Refund Policy No Refunds

Shirt series of 1-1 Personal Training Sessions to get you established and rooted into a new fitness routine.

Getting Started The ILM Level 2 Award in Effective Mentoring Skills course is designed for individuals who are seeking to acquire comprehensive knowledge and practical skills to effectively mentor others in various settings. Whether it's within an organisation, the voluntary sector, or community groups, this course aims to equip you with the necessary expertise to support and guide others in their career development and educational pursuits. By delving into the particulars of mentoring, you will gain the insight and tools needed to make a meaningful impact within your respective spheres of influence. Key Benefits For Learners Gain a comprehensive insight into the role and nature of mentoring, including its impact on professional development and organisational success. Acquire and apply advanced mentoring skills to critically evaluate personal performance, while utilising key listening and questioning techniques to facilitate meaningful and impactful interactions. Develop a thorough understanding of how to strategically organise mentoring activities and meticulously plan and execute effective mentoring sessions that drive tangible results. Engage in reflective practices to assess personal performance, define objectives, monitor progress, and identify necessary actions for continuous improvement and success. For Organisations Enables employees to acquire the necessary skills and knowledge to become effective mentors within their respective roles. Fosters a culture of mentoring within the organisation by introducing key skills and techniques essential for successful mentoring. Key Highlights This qualification is intended for learners who wish to start a career in mentoring in an organizational context. It is also ideal for existing coaches and mentors. We will ensure your access to the first-class education needed to achieve your goals and dreams and to 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 qualified 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 you with 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 ILM Level 2 Award in Effective Mentoring Skills course can open many career pathways including, but not limited to: Training Manager, with an estimated average salary of £30,163 per annum Academic Mentor, with an estimated average salary of £33,156 per annum Business Mentor, with an estimated average salary of £37,216 per annum 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? Learn 100% online at your own pace Dedicated support from expert tutors Dedicated Support Desk Portal: You can raise queries, request tutor support and ask for a call back whenever you need guidance and assistance. Elevate Knowledge: Your tutors will provide formative assessment feedback for each module, helping you improve your achievements throughout the program Schedule online personal tutor meetings whenever you want, which will help you get the most out of your studies and provide guidance, support and encouragement 6 months support period 24-hour access to the online learning platform 'MyLearnDirect' Schedule live online classes for each module at your convenience. (Blended learning only) Quality learning resources and study guides developed by ILM-approved tutors. All assessment materials are conveniently accessible through the online learning platform 'MyLearnDirect' Induction: We offer online and flexible learning induction to help you settle in and prepare for your online studies ILM Membership - You will receive 12 months of the Institute of Leadership & Management membership, bringing access to a wealth of resources to support your leadership development. ILM Digital credentials - Validate your skills and share achievements anywhere, anytime using Digital Credentials 25% off membership with EMCC UK for all ILM learners studying for a coaching and mentoring qualification. Assessment For each module you study, you will complete a written assignment of 1500-2000 words and submit it online at your MyLearnDirect learning portal. The submitted assignments will be assessed by your ILM-approved tutor. Entry Requirements The ILM Level 2 Award in Effective Mentoring Skills course is designed for individuals who wish to understand mentoring and develop their mentoring skills to effectively mentor others. To be eligible for this course, you must: Be 18 years of age and over Have some work experience as a mentor or related role Possess the ability to complete the Level 2 course Our friendly admissions advisors will provide the best advice, considering your needs and goals.  Why gain a ILM Qualification? The ILM Level 2 Award in Effective Mentoring Skills course is designed for individuals who wish to understand mentoring and develop their mentoring skills to effectively mentor others. The course is designed to provide in-depth knowledge and practical skills in the field of mentoring. It consists of two comprehensive modules: "Understanding Mentoring" and "Developing Mentoring Skills." These modules cover a wide range of topics including the principles of effective mentoring, communication techniques, goal setting, feedback methods, and strategies for building successful mentoring relationships. By completing the course, you will gain a thorough understanding of mentoring and develop the necessary skills to become successful mentors. Successful completion of the course could lead you to progression to a range of qualifications including: • ILM Level 3 Certificate in Effective Coaching and Mentoring • ILM Level 3 Award or Certificate in Leadership & Management ILM graduates achieve remarkable things: An impressive 70,000 people take ILM qualifications every year, with 93% of employers agreeing that their managers improved after completion. Through the collaboration with European Mentoring and Coaching Council UK (EMCC UK), both existing ILM coaching and mentoring learners and those newly qualified coaches/mentors will have access to the membership of the Council at a discounted price (25% off EMCC UK annual membership fee), plus up-to-date guidance, thought leading support via joint webinars and CPD events. An ILM level 3 learners would be an affiliate EMCC UK member. Whilst an ILM level 5 leaners would fall into the associate membership and ILM level 7 learners would either qualify for the associate or professional membership. ILM learners who successfully become an EMCC UK member will have access to their resources. ILM learners will also receive documents including competency frameworks as well as a range of free resources including access to the International Journal, free e-books, discounted publications and research papers. ILM Membership - All ILM learners receive a minimum of 12 months membership of the Institute of Leadership & Management, bringing access to a wealth of resources to support their leadership development ILM Digital credentials - Validate skills and share achievements anywhere, anytime using Digital Credentials 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- Understanding Mentoring Reference No : 8584-200 Credit : 2 || TQT : 20 LEARNING OUTCOME 1. Understand the role of the mentor and the benefits of mentoring. 2. Understand what makes a mentor effective in their role. 3. Understand how to organise mentoring. UNIT2- Developing Mentoring Skills Reference No : 8584-201 Credit : 3 || TQT : 30 LEARNING OUTCOME 1. Be able to commence mentoring sessions to develop an individual. 2. Be able to undertake 3 hours of effective mentoring. 3. Be able to review their own performance as a mentor. 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.

The goal of this course is for you to effectively lead and manage people through times of change. Research shows that 70% of change initiatives fail in large organizations. The largest factor contributing to this failure rate is leadership - the inability to plan and lead people through change. In many change situations, tremendous focus is put on strategy, processes, and systems, while the issue of changing people's behavior is assumed it will 'just happen'. In this interactive course, you will learn why the people's side of change is crucial. We will begin by understanding why and how people resist change, and how important it is to become strong and effective change champions. Next, we will focus on critical change management practices - creating our vision of the future state, planning for acceptance in our change audience and stakeholders, mitigating threats, and capitalizing on opportunities. We will use metrics to plan, show progress, and confirm success. Lastly, we will focus on the need to reinforce and sustain change, and to prevent relapse to old ways and methods.

This interactive programme will use the topic of equity, diversity, and inclusion to illustrate the problem of unconscious bias and the practical solutions to overcome it. The programme will provide the opportunity for self-reflection, open discussion, and training on some of the softer skills to maximise objectivity in the workplace.

Duration 1 Days 6 CPD hours This course is intended for Business professionals who are either at the managerial level, or are interested in becoming team leaders will benefit from this course. Overview Determine the roles that a manager must fill on a team, and explore the key areas of personal development. Discover how to detect silent messages through body language and other means of nonverbal communication. You will also bolster your listening skills through active listening. Discover ways of identifying problems, prioritizing problems, and implementing solutions effectively. Empower your workgroup through delegation and coaching. Discover the stages of team development and examine the need for regular team meetings. In this course, students will gain an understanding of the basic fundamentals of becoming an effective manager for their team. 1. Developing as a Manager Identify Effective Manager Roles Develop Personal Skills 2. Communicating Successfully Communicate Without Talking Manage Better by Listening Assert to Achieve 3. Cultivating Great Teams Create an Invincible Team Inspire Team Success Run Team Meetings Resolve Conflicts Positively 4. Empowering Your Workgroup Delegate For Results Coach for Achievement Optimize Staff Performance 5. Creating Successful Solutions Identify and Define the Problem Determine the Root Cause Identify a Solution Implement Solutions Decisively Additional course details: Nexus Humans Effective Management 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 Effective Management 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.

Grateful Leadership: In-House Training Effective leaders must find ways to enhance people's level of engagement, commitment, and support, especially during the difficult periods of time that all organizations may face. Grateful leaders can tap into the power of personal commitment and dedication by acknowledging people in an authentic and heartfelt manner. Those leaders who model true acknowledgment behavior will inspire others to do the same and to want to dramatically increase their levels of contribution to the organization, making the power of acknowledgment transformational. What you will Learn You'll learn how to: Understand and develop the capability to act upon the need for Grateful Leadership to create a culture of appreciation in the workplace Understand the potentially huge benefits of Grateful Leadership in the workplace Overcome the barriers to using acknowledgment Demonstrate the language and subtleties of authentic and heartfelt acknowledgement behavior Describe the Seven Principles of Acknowledgment for 'High-Interest Benefits' in the context of participant's personal leadership style Describe how to coach teams, managers, and other corporate stakeholders in using Grateful Leadership to produce breakthrough results Getting Started Introductions Course goals and objectives Introspection on the practice of Grateful Leadership The Workforce Engagement Sustainability Challenge Employees who are engaged, not engaged, and actively disengaged The costs of non-engagement Meeting the workforce engagement challenge Acknowledgment, Engagement, and Leadership Acknowledgment and its benefits Recognition versus acknowledgment 'Challenging people' case study Blanchard, Covey, Keith (Servant Leadership): how acknowledgment fits into these leadership models Leadership and acknowledgment The 5 C's - Consciousness, Courage, Choice, Communication, Commitment Employing the Power of Acknowledgment Overcoming barriers to acknowledgment The Seven High-Interest Benefits Principles of Acknowledgment Exploring the acknowledgment process Applying the Principles of Acknowledgment within the Context of Your Personal Leadership Style Case study The ROI of Grateful Leadership Creating your Grateful Leadership Personal Action Plan™ Creating a Vision Statement for your organization that incorporates Grateful Leadership into your corporate culture The 360° Grateful Leadership Competency Assessment Summary What did we learn, and how can we implement this in our work environments?

Grateful Leadership (In-Person) Effective leaders must find ways to enhance people's level of engagement, commitment, and support, especially during the difficult periods of time that all organizations may face. Grateful leaders can tap into the power of personal commitment and dedication by acknowledging people in an authentic and heartfelt manner. Those leaders who model TRUE acknowledgment behavior will inspire others to do the same and to want to dramatically increase their levels of contribution to the organization, making the power of acknowledgment transformational. What you will Learn You'll learn how to: Understand and develop the capability to act upon the need for Grateful Leadership to create a culture of appreciation in the workplace Understand the potentially huge benefits of Grateful Leadership in the workplace Overcome the barriers to using acknowledgment Demonstrate the language and subtleties of authentic and heartfelt acknowledgement behavior Describe the Seven Principles of Acknowledgment for 'High-Interest Benefits' in the context of participant's personal leadership style Describe how to coach teams, managers, and other corporate stakeholders in using Grateful Leadership to produce breakthrough results Getting Started Introductions Course goals and objectives Introspection on the practice of Grateful Leadership The Workforce Engagement Sustainability Challenge Employees who are engaged, not engaged, and actively disengaged The costs of non-engagement Meeting the workforce engagement challenge Acknowledgment, Engagement, and Leadership Acknowledgment and its benefits Recognition versus acknowledgment 'Challenging people' case study Blanchard, Covey, Keith (Servant Leadership): how acknowledgment fits into these leadership models Leadership and acknowledgment The 5 C's - Consciousness, Courage, Choice, Communication, Commitment Employing the Power of Acknowledgment Overcoming barriers to acknowledgment The Seven High-Interest Benefits Principles of Acknowledgment Exploring the acknowledgment process Applying the Principles of Acknowledgment within the Context of Your Personal Leadership Style Case study The ROI of Grateful Leadership Creating your Grateful Leadership Personal Action Plan™ Creating a Vision Statement for your organization that incorporates Grateful Leadership into your corporate culture The 360° Grateful Leadership Competency Assessment Summary What did we learn, and how can we implement this in our work environments?

Grateful Leadership (Virtual) Effective leaders must find ways to enhance people's level of engagement, commitment, and support, especially during the difficult periods of time that all organizations may face. Grateful leaders can tap into the power of personal commitment and dedication by acknowledging people in an authentic and heartfelt manner. Those leaders who model TRUE acknowledgment behavior will inspire others to do the same and to want to dramatically increase their levels of contribution to the organization, making the power of acknowledgment transformational. What you will Learn You'll learn how to: Understand and develop the capability to act upon the need for Grateful Leadership to create a culture of appreciation in the workplace Understand the potentially huge benefits of Grateful Leadership in the workplace Overcome the barriers to using acknowledgment Demonstrate the language and subtleties of authentic and heartfelt acknowledgement behavior Describe the Seven Principles of Acknowledgment for 'High-Interest Benefits' in the context of participant's personal leadership style Describe how to coach teams, managers, and other corporate stakeholders in using Grateful Leadership to produce breakthrough results Getting Started Introductions Course goals and objectives Introspection on the practice of Grateful Leadership The Workforce Engagement Sustainability Challenge Employees who are engaged, not engaged, and actively disengaged The costs of non-engagement Meeting the workforce engagement challenge Acknowledgment, Engagement, and Leadership Acknowledgment and its benefits Recognition versus acknowledgment 'Challenging people' case study Blanchard, Covey, Keith (Servant Leadership): how acknowledgment fits into these leadership models Leadership and acknowledgment The 5 C's - Consciousness, Courage, Choice, Communication, Commitment Employing the Power of Acknowledgment Overcoming barriers to acknowledgment The Seven High-Interest Benefits Principles of Acknowledgment Exploring the acknowledgment process Applying the Principles of Acknowledgment within the Context of Your Personal Leadership Style Case study The ROI of Grateful Leadership Creating your Grateful Leadership Personal Action Plan™ Creating a Vision Statement for your organization that incorporates Grateful Leadership into your corporate culture The 360° Grateful Leadership Competency Assessment Summary What did we learn, and how can we implement this in our work environments?