1112 Courses in Cardiff delivered Live Online

An Introduction to Medical Terminology short course delivered online via Teams, suitable for anyone wishing to learn the basics of terminology. Dates of courses can be seen when clicking ‘register’ below. Level One – Introduction to Medical Terminology. “It's like a light has just been switched on and I now understand more of what I'm doing!” – Feedback from attendee of Level one course. This course is aimed at anyone who requires a knowledge of medical terminology in their role. It is suitable for administrative staff, health care workers, medical secretaries, managers, Allied Health Professionals, essentially anyone who may encounter medical terminology and wishes to develop their medical terminology knowledge further. We also offer sessions to those requiring an overview of medical terminology to support applications to study medicine, veterinary medicine or dentistry.We can train between 1-30 learners from any organisation. If you have a specific training request, please speak to us and we can accommodate your needs. We recently trained a group of sign language interpreters who found the training invaluable when working in medical environments.The sessions are delivered via Teams (2x 2 hour meetings) so are highly accessible, a webcam and microphone are required although not essential.The aim of the course is for learners to develop an understanding of medical terminology in an enjoyable, interactive and informative way so that they are better able to decipher and unravel the mystery of long medical words.The course covers the following topics:- Basics of medical terminology – word building Common Roots, prefixes and suffixes Anatomy and physiology via a virtual tour of the body Major bones of the body Prescription writing and abbreviations Classification of drugs Common Abbreviations Instruments and investigations Medical Specialities and personnel Blood tests At the end of the course students will have a clear understanding of medical terminology and are encouraged to use their newly learned skills in a series of quizzes and interactive games. All attendees are given a Certificate of Attendance and a comprehensive handout. Many people who attend these courses are keen to develop their skills further and may wish to proceed to the Level Two Intermediate Award in Medical Terminology. Medical Terminology Training Courses Established in 2006 and the UK’s largest provider of medical terminology training, we offer a range of courses to suit your needs from beginner through to advanced level. Our bespoke courses have been designed to suit the needs of healthcare professionals incorporating relevant terminology and content to directly benefit the workplace. Click 'more course information' below to view further details of each of our courses. 

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Duration 2 Days 12 CPD hours This course is intended for Anyone working within leadership, or aspiring to transition into leadership, who would like to professionalize their skills and competencies will benefit from this course. Overview Learn to thrive in a volatile and changing world Build employee engagement in a precarious work environment Leverage fundamental values to build a better workplace Develop a culture of change Plan a path to the future Change is both inevitable and necessary, yet potentially disruptive. Leading change efforts requires building credibility, communicating effectively, developing trust, making decisions, and demonstrating confidence. This course will help you to cultivate the leadership skills that you need to influence others and guide them through times of change. Private classes on this topic are available. We can address your organization?s issues, time constraints, and save you money, too. Contact us to find out how. 1. Building a Sustainable Organization Seeing the Need for a New Type of Leadership Choosing to Be an Authentic Leader Rebuilding Confidence Decentralizing Power 2. Values and Engagement in a New Reality Engaging in the 21st Century Measuring Employee Engagement Developing Highly Engaged Employees Tapping into Discretionary Energy Embracing Differences Building a Sustainable Organization Integrating Engagement into Your Culture Building a Passion for Excellence Inspiring Trust Reaping the Benefits of Trust 3. Making Change the New Normal Facing Complexities Navigating Fluid Environments Harnessing the Power of Change Applying Intuition Creating Profound and Sustainable Change Understanding the Phases of Change Engaging Stakeholders Leading Through the Transition 4. Planning for the Road Ahead Managing Issues of the 21st Century Working Within the New Cultural Reality Avoiding Traps and Pitfalls Challenging How Teams Are Managed Building a Vision Managing with Purpose

Who is this course for? 3ds Max Basics Training Course. This course is designed for beginners and enthusiasts looking to learn the fundamentals of 3ds Max. Whether you're a budding 3D artist, designer, or hobbyist, this training course provides a comprehensive introduction to the basics of 3ds Max. Click here for more info: Website Duration: 10 hrs Method: 1-on-1 and Personalized attention. 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. Course Outline: 3D Modeling and Animation with 3ds Max I. Introduction to 3ds Max - Course overview and objectives - Navigating the user interface - Basic settings and preferences II. Creating 3D Objects - Building simple shapes with primitive objects - Craft complex designs using Editable Poly - Enhancing objects with modifiers - Applying materials and textures for realistic effects III. Lighting Techniques - Illuminating scenes with different light sources - Exploring various types of lighting - Adjusting light properties for desired effects - Casting shadows to enhance realism IV. Camera Control - Creating and configuring camera views - Fine-tuning camera settings for optimal shots - Animating cameras for dynamic scenes V. Animation Fundamentals - Mastering keyframe animation techniques - Utilizing the time slider and track view - Animating object transformations - Adding movement to materials and textures VI. Rendering Process - Configuring render settings for high-quality output - Selecting appropriate output formats - Streamlining rendering with batch processing - Enhancing final renders with post-processing effects VII. Project-Based Learning - Applying acquired skills to complete a final project - Exercising creativity and problem-solving abilities - Integrating modeling, animation, lighting, and rendering into the project In-Depth Course Outline: 1. Modeling - Edit Poly Modeling: Extrude, Chamfer, Cut, and Slices - Symmetry Mirror Modeling - Designing a Table and Chair - Creating a Basic House Model - Working with Lines and Shapes - Importing Plans from AutoCAD/Vectorworks - Crafting Interior Spaces - Adding Doors, Windows, Railings, and Trees - Implementing Stairs 2. Modifiers - Exploring Compound Objects - Utilizing Connect, Scatter, Pro Boolean, Loft, and Terrain Modifiers - Manipulating Bend, Taper, Twist, Stretch, Skew, FFD, Wave, Ripple, and Lattice - Employing the Lathe Modifier for Curved Objects 3. 3ds Max Basic Lights - Mastering Omni, Spot, and Direct Lights for Illumination 4. 3ds Max Camera - Understanding Free and Target Cameras for Optimal Shots 5. Texturing and Rendering - Applying Diffuse and Bump Mapping Techniques - Integrating Environment and Background Images - Configuring Render Settings for High-Quality Images - Lighting and Rendering Scenes in 3ds Max Upon completing our 3ds Max Basic Training Course, participants will: Master Fundamental 3D Modeling: Acquire proficiency in basic 3D modeling techniques, including object creation and manipulation. Texturing and Material Application: Learn the art of texturing and applying materials to 3D models for realistic rendering. Essential Lighting and Rendering Skills: Understand fundamental lighting principles and rendering techniques to create visually appealing scenes. Basic Animation Knowledge: Grasp the basics of animation, including keyframe animation and movement principles. Scene Composition and Camera Setup: Learn how to compose scenes effectively and set up cameras for different perspectives. Recommended Resources: Official Autodesk Documentation: Explore Autodesk's official website for 3ds Max documentation, including tutorials, user guides, and forums for troubleshooting. Books: Consider essential reads like '3ds Max For Dummies' by Kelly L. Murdock or '3ds Max 2022 Essentials' by Randi L. Derakhshani and Dariush Derakhshani for detailed guides on mastering the software. By utilizing these resources, participants can further enhance their 3ds Max skills and stay updated with the latest industry trends and techniques." Skills Acquired: Fundamental 3D Modeling Techniques in 3ds Max Texturing and Material Application Skills Lighting and Rendering Fundamentals Animation Basics and Keyframe Animation Introduction to Scene Composition and Camera Setup Career Opportunities: Entry-Level 3D Modeler Junior 3D Animator Texturing and Lighting Assistant CAD Designer in Architectural Firms Product Visualization Artist in Marketing Agencies Upon completing our 3ds Max Basic Training Course, students will acquire foundational 3D modeling and animation skills, opening doors to entry-level positions in various industries, including animation studios, architectural firms, and marketing agencies." Step into Personalized Learning with Us! Why Choose Us? Our Exclusive Benefits: Tailored One-on-One Training: Experience personalized coaching from skilled architects and designers, either face-to-face at (SW96DE) or via live online sessions. Sessions are available Monday to Saturday, 9 am to 7 pm. Customized Tutorials: Take home unique video tutorials crafted to elevate your learning experience. Comprehensive Learning Resources: Access a digital reference book for thorough revision, ensuring you grasp every concept effectively. Free Ongoing Support: Enjoy continuous post-course assistance via phone or email, ensuring your success extends beyond the class. Flexible Syllabus: We adapt syllabus and projects to match your specific needs, ensuring you learn exactly what matters most to you. Official Certificate: Certificate upon completing the course. Why Us? Personalized Learning Support: Our courses, ranging from 10 hours to 120 hrs Diploma training Courses, provide unwavering support at every stage. With personalized homework assignments and free after-course assistance, we pave the way to mastering software with unparalleled guidance. Individual Attention, No Crowded Classrooms: Bid farewell to overcrowded classrooms. Experience the intimacy of one-on-one learning. This ensures you receive the undivided attention you deserve, creating a confident and comfortable learning environment. Financial Flexibility: Embarking on your educational journey shouldn't be a financial burden. We offer a range of payment plans tailored to your needs. Explore the available options and embark on your learning adventure today. Expert Instructors, Real-world Expertise: Our instructors are meticulously chosen experts, renowned for their extensive industry knowledge and passion for teaching. They are dedicated to imparting invaluable skills to anyone eager to learn. Download 3ds max. Autodesk Download a free 30 day trial of 3ds Max

LEARN HOW TO BECOME A WEIGHT MANAGEMENT CONSULTANT WITH THE CLIENT'S HEALTH & WELLBEING AT THE CORE. A MESSAGE FROM THE AUTHOR As you enter into this study, I want you to be fully aware of what lies before you. If you save people from overweight, you will also increase life-expectancy and/or prevent the onset of serious debilitating diseases. There will also be those clients whose life has been long limited in a psychological sense and you will be able to help them to restore their sense of verve and vitality so they can again live life to the fullest extent. This will be done through learning special expertise both technically and in person-to-person relations. With these words of encouragement, I warmly welcome you to this course of study where the amount of potential job satisfaction is incalculable. DR. LAWRENCE PLASKETT Course Duration 12 months Study Hours 200 hours Course Content 13 sections Course Fee £475 Course Overview The Plaskett Weight Management Consultancy course will provide you with a detailed, systematic and scientifically-based training, fuller than any other we know of in the field. It will enable you to practise as a well-informed Weight Management Consultant and most importantly, you will be able to help and support individuals in their quest to lose weight whilst maintaining health and well-being. Learn the Basic Elements of Nutrition You will gain an understanding of the basic elements of nutrition with a focus on the key nutrients in order to avoid deficiencies when working with weight loss clients. Create Individualised Weight Loss Programmes You will develop the confidence to be able to make informed choices from a wide span of weight loss options and avoid the use of rigidly fixed methods, thereby delivering programmes best suited to individual needs. Become a Skilled Adviser You will learn the skills to be able to counsel on a one-to-one basis, we believe that this favours the resolution of individual circumstances and problems. You will receive the training to see your clients through every stage of the process, thereby maximising their chances of success. Expand Practice of Current Health Professionals In addition to those wanting to set up practice as a Weight Management Consultant, this course is ideally suited to current health & fitness professionals looking to enhance their practice. BREAKDOWN OF THE COURSE SECTIONS The Weight Management Consultancy Diploma includes the following 13 sections: SECTION 1 BASIC SCIENCE SUPPORT Whilst our main concern will be with weight loss, we need to understand some of the basic aspects of nutrition. These deal with the key nutrients that we have to control to reduce weight. They will also help us to understand how to lose weight without developing deficiencies.  In Section 1, we begin the study of nutrients and foods by looking at the main bulk nutrients that our diets contain: protein, carbohydrate and fat. Before one can consider individual vitamins and minerals, one has to know about the nutrients that make up most of our diets, namely the bulk nutrients. These are the suppliers of food energy and ultimately help to decide an individual's size. You will need to understand these so as to manipulate them with skill. Areas Covered What are the bulk nutrients? Chemical elements contained in the bulk nutrients Proteins Carbohydrates Fibre Fats The energy reserve role of fat The lipoproteins of the blood SECTION 2 UNDERSTANDING THE FIELD & NATURE OF THE PROBLEM This section introduces the basic ideas of the training. The purpose of this course of training is to enable the student to help others who are overweight or obese to lose weight, and to do so in a professional manner. At the same time, it aims to motivate you and empower you to set up a practice as a ‘Weight Management Consultant’ that will lead to your gaining a good reputation in this field, developing a panel of satisfied clients and bringing you both status and income.  Since losing weight is not easy, one has to be aware of all the different methods and ramifications that are a part of this intriguing subject. The professionalism comes from knowing a number of different “ways in” to help the clients and also from being able to develop awareness of the individuality of each client. This will put you in a position to find the best and most successful route to weight loss for each person who consults you. This will mean giving individual advice, not just the same advice to everyone. By recognising individuality we earn the client’s trust and appreciation and we also increase the chances of achieving the fullest possible success by being in a position to find individual solutions to each client’s problem. Areas Covered The aims of the work The clients’ motives The clients themselves The clients’ knowledge of nutrition The place of psychology The arithmetical equation of body weight Ways of working Getting fat is all too easy – we review how it happens Definition and classification: criteria for weight normality SECTION 3 THE THEORY OF THE CAUSES OF OVERWEIGHT & OBESITY In this section we explore 'The Theory of what Causes Overweight and Obesity'. We look at the underlying reasons for this current epidemic scale of the problem in developed societies throughout the world. Understanding this will give you an insight into what needs to be done. The Weight Management Consultant clearly needs to understand as fully as possible the causes of obesity in order to be able to formulate good advice. It is necessary to understand that, although the ultimate cause is always eating more than the body requires, that factor is modified by many subsidiary factors. One, that always interests clients, is whether or not one may be predisposed by one’s inheritance to put on and retain weight, so we deal with this question. Areas covered Relative effect of genetics and environment Hormonal disturbance in obesity Slower than normal rates of energy expenditure The role of fat cells Role of the enzyme lipoprotein lipase SECTION 4 THE HEALTH CONSEQUENCES OF EXCESS WEIGHT It is well known that being overweight or obese increases the chances of contracting chronic illnesses. This section examines the types of illnesses involved and the way that their incidence is affected by body weight. From the standpoint of a Weight Management Consultant, the use of this information is to present clearly the vital benefits that your work can bring to your clients in terms of freedom from illness. This knowledge can augment your job satisfaction, especially when you can see the client’s health condition improving as weight comes down. That can be expected to happen sometimes, but of course not always. So, potentially this information can serve to inform your clients about the degree to which slimming down from an overweight or obese condition can help them to avoid very negative health consequences. By passing on parts of this data to some carefully selected clients, you may perhaps either improve their flagging motivation, or increase their satisfaction level with their early results or with the efforts they are making. Areas covered The connection between overweight and ill health The risk of early death Illness and death from cardiovascular disease Illness and death from diabetes mellitus Illness and death from hypertension Illness and death from respiratory problems Illness and death from gallbladder disease Illness and immobility from arthritis Illness from gout Illness and death from cancer SECTION 5 FIRST PRINCIPLES OF CORRECTING EXCESS WEIGHT In this section we approach the practical side of the Weight Management Consultant’s job. The greatest skill required of the Consultant is that of formulating the advice in a way that combines efficacy with client acceptability. The mistake most often made in the approach to weight reduction is to employ only one method yet in pursuing reduction in a person’s weight, it is best to come at the problem from multiple angles simultaneously. The person’s diet may well have to be the first and foremost approach however, the main alternative approaches involve several different ways of preventing excess food materials from being stored, leading to overweight.  If control of the diet is the only method one employs, then so much depends upon strict dietary control that the will and the motivation of the client may be too severely tested. However, an approach in which dietary control takes pride of place, but is supported by a number of other approaches, is more likely to find client acceptability and is therefore more likely, ultimately, to be successful. In this section we list these “prevention of storage” approaches before dealing more fully with the diet. Areas covered Strategy of weight control Reduction of food intake The use of balanced hypocaloric diets Strategies for reducing food intake in practice Using foods intended to increase metabolic rate Mixtures of the various strategies SECTION 6 REDUCING WEIGHT THROUGH DIET & DIETARY COMPOSITION The principal purpose of this section is to understand the scope that we have to reduce food calories in the diet without necessarily reducing the total weight of food consumed. It looks closely at understanding and measuring food energy. Working in this way with diet is kindest to the clients and makes fewer demands upon their efforts and their will to succeed. Areas covered Understanding food energy The make-up of daily diets What does the body have to do with tis energy? Water content of foods The differing energy contents of food dry matter Substituting low-calorie for high-calorie foods The first stage of calorie reduction Combining diet with exercise A further stage of calorie reduction SECTION 7 SELECTING INDIVIDUAL FOODS The previous section talks mainly about the first principles of reducing calorie intake while keeping the weight of daily food dry matter level. This is done mainly by varying the extent to which each food class contributes to the overall diet; we simply reduce the proportions of those food classes with the higher calorie content. This section now looks within food classes to pick out those foods that, individually, have lower calorie content than the average for foods within the class concerned and make the best contribution to an individual client’s diet. This is a further step to calorie reduction without loss of food bulk. Areas covered Different foods within any given class have different calorific values Choosing foods within food classes for calorie reduction Specific recommendations for individual foods within each class Care needed in using the information Calorie contents of the “more suitable foods” Dietary results from substituting individual foods The necessary provision of dietary fat The quality of dietary protein The quantity of dietary protein Choosing foods for overall dietary suitability SECTION 8 BUILDING YOUR KNOWLEDGE OF FOODS INTO DIETS In the Sections that have gone before, we have noted several key strategies aimed at reducing the client’s intake of calories. This section gets down to the key job of building and structuring a diet to help each particular client - the aim now is to address the actual prescribing of diets to enable you to build upon the principles already learned and to give the client a workable diet that can achieve his or her aims. Areas Covered The adjusting and re-balancing of the food classes Calculating the food replacements Targeting individual foods SECTION 9 FIRST LOOK AT CONDUCTING CONSULTATIONS This section takes you through managing the consultation, helping you to structure the activity to provide a satisfactory experience for your clients. This is the basis for a good approach to weight reduction.  The section culminates in the provision of example diet sheets with guidelines according to food classes and guidelines according to mealtimes and considers the benefits of both. Areas Covered The consultant’s surroundings and manner Direction of the early conversation Collection of the dietary data Weight-loss ideas come to you during the data collection Identifying the largest food contributions to overweight Balancing the food classes Writing down the guidelines Substitution of individual foods Reduction in the food bulk eaten Integrating the entire diet Example diet sheets SECTION 10 COUNTING CALORIES. BENEFITS OF EXERCISE. THE KETO DIET. In section 10 we cover the method of calculating the calories in everyday life. We look at the benefits of exercise for suitable clients and discuss more specific diets such as the ketogenic diet.  Areas Covered Calculating the calories The benefits of exercise The ketogenic diet SECTION 11 PROMOTING GOOD HEALTH. UNDERSTANDING DRUG TREATMENTS. FOLLOW-UP GUIDELINES. Brings us to the section where we set about designing slimming programmes that are not only effective at weight loss, but also promote good health. To give you an insight into the potential problems, we also look at the drug treatments given for overweight by doctors. We also take you through the guidelines for follow-ups after the first consultation. Areas Covered Slimming programmes to promote good health Understanding drug treatments for overweight Follow-up guidelines SECTION 12 USE OF SUPPLEMENTS TO PROMOTE LOSS OF WEIGHT This section deals with non-food substances, or supplements that with help with weight loss. It looks at how they actually achieve this and discuss their effectiveness and safety implications for the individual. These include some micronutrients, herbs, enzyme inhibitors and sequestering agents. Areas Covered Inhibition of fat absorption Changing body composition Substances encouraging increased thermogenesis Appetite suppressants Enzyme inhibition Prevention of fat synthesis Nutrients that may accelerate metabolism Appendix 1 – some abstracts of key articles Appendix 2 – summary of modes of action SECTION 13 MANAGING This rather substantial last section deals with a fuller and final part on “Managing the Consultations”. This further develops your consultation skills and objective setting in weight management practice. It also addresses the tricky question of compliance and weight regain and how to avoid it. Finally, it looks at “Running your Practice as a Business” to ensure that you have a grasp of the business principles that you will need. Areas Covered Managing the consultations – basic methodology Note on progressive reduction in energy needs Construction of the overall prescription – different components Running your practice as a business Appendix (more about why the slimming process slows down) TESTIMONIALS Here's what students have to say about the course Mrs E. Marriott UK “The Plaskett course in Weight Management Consultancy has been a really good introduction into the importance of nutrition and balancing food groups to make up a healthy diet plan for those who are obese and wishing to lose weight. It would be good if you want to do it for your own understanding or if you are looking for a step into a professional qualification or practicing yourself. The tutors communicate with you and give you detailed feedback on assignments and the work is achievable within a year, quicker if your apply yourself. There is a lot of information in the course surrounding basic nutrients, composition of foods and on how to set up and run your own practice”.

Data Ethics for Business Professionals is designed for individuals who are seeking to demonstrate an understanding of the ethical uses of data in business settings.

BOHS P903 - Management and control of evaporative cooling and other high risk industrial systems is there to provide background and an overview of the risk of Legionella infection and how it can be controlled in Evaporative Cooling and other high risk Industrial type systems. It is a requirement of this course that candidates have successfully completed P901 - Legionella- Management and Control of Building Hot and Cold Water Services. Where both P901 and P903 courses are run on subsequent days or as a combined course then this prerequisite is waived.

This is a practical ‘non-medical’ day for front line practitioners working with children and young people who have experienced serious trauma in their life. We work to strengthen understanding of children who have faced issues of trauma emerging from abuse, violence, loss and family breakdown. Online Course now available via Teachable Platform – Impact of Trauma Learn at your own pace… lots of text and video support Course Category Meeting emotional needs Behaviour and Relationships Inclusion Teaching and Learning Description This is a practical ‘non-medical’ day for front line practitioners working with children and young people with serious issues arising from trauma. Drawing from the international research and literature and our own experience over many years as educational psychologists of the challenges of children with major social and emotional needs, we will explore together what the best practice can and could look like. We explore the language and key concepts of trauma and outline very practical classroom strategies. We look at what Psychology may help us in our understanding of children who have faced trauma. We explore the themes of: Hyperarousal Intrusive thoughts Constricted lives We look at triggers, self-regulation and unpack a range of strategies.  We explore what young people with these difficulties really need from us. We also spend time looking at the emotional impact on practitioners working with children with such needs and what helps at a personal and team level. We can all do something – we do not have to wait for expert therapists to arrive!  Testimonials I had no idea… It had a huge impact Belonging and feelings are so important Excellent! Learning Objectives Increased confidence regarding developing inclusive practice for traumatised children in mainstream schools Simple understandable explanation trauma understood Access to a wider range of practical strategies to impact on social and behavioural needs Deeper understanding of core values surrounding inclusion of emotionally disabled children Opportunity to reflect on professional attitudes and behaviour towards parents and pupils with complex emotional needs New skills, scripts and processes to make inclusion successful Who Is It For? Practitioners working in schools and other settings with children and young people of all ages Key workers Teaching Assistants with support roles Heads and deputies SENCOs Advanced skills teachers Primary and secondary classroom teachers Parents Local authority support services Course Content The course explores the questions:What does it take for a child to:Feel safe and secureMourn the past traumaReconnect with ordinary relationships with children and adults?How can we start to develop an understanding of traumatised children?What is the true impact of trauma?What else can we do to go about including high profile children or young people with challenging emotional needs?What useful psychological constructs can we use to guide us?This course also explores practical strategies, concepts and language for key adults rebuilding relationships with individual pupils.This is a participative day that aims to be explorative and practical. Opportunities to develop empathy with the children of concern will be created.If you liked this course you may well like:FRESH APPROACHES TO BEHAVIOUR AND RELATIONSHIPS

Duration 5 Days 30 CPD hours This course is intended for The skills covered in this course converge on four areas-software development, IT operations, applied math and statistics, and business analysis. Target students for this course should be looking to build upon their knowledge of the data science process so that they can apply AI systems, particularly machine learning models, to business problems. So, the target student is likely a data science practitioner, software developer, or business analyst looking to expand their knowledge of machine learning algorithms and how they can help create intelligent decisionmaking products that bring value to the business. A typical student in this course should have several years of experience with computing technology, including some aptitude in computer programming. This course is also designed to assist students in preparing for the CertNexus Certified Artificial Intelligence (AI) Practitioner (Exam AIP-210) certification Overview In this course, you will develop AI solutions for business problems. You will: Solve a given business problem using AI and ML. Prepare data for use in machine learning. Train, evaluate, and tune a machine learning model. Build linear regression models. Build forecasting models. Build classification models using logistic regression and k -nearest neighbor. Build clustering models. Build classification and regression models using decision trees and random forests. Build classification and regression models using support-vector machines (SVMs). Build artificial neural networks for deep learning. Put machine learning models into operation using automated processes. Maintain machine learning pipelines and models while they are in production Artificial intelligence (AI) and machine learning (ML) have become essential parts of the toolset for many organizations. When used effectively, these tools provide actionable insights that drive critical decisions and enable organizations to create exciting, new, and innovative products and services. This course shows you how to apply various approaches and algorithms to solve business problems through AI and ML, all while following a methodical workflow for developing data-driven solutions. Solving Business Problems Using AI and ML Topic A: Identify AI and ML Solutions for Business Problems Topic B: Formulate a Machine Learning Problem Topic C: Select Approaches to Machine Learning Preparing Data Topic A: Collect Data Topic B: Transform Data Topic C: Engineer Features Topic D: Work with Unstructured Data Training, Evaluating, and Tuning a Machine Learning Model Topic A: Train a Machine Learning Model Topic B: Evaluate and Tune a Machine Learning Model Building Linear Regression Models Topic A: Build Regression Models Using Linear Algebra Topic B: Build Regularized Linear Regression Models Topic C: Build Iterative Linear Regression Models Building Forecasting Models Topic A: Build Univariate Time Series Models Topic B: Build Multivariate Time Series Models Building Classification Models Using Logistic Regression and k-Nearest Neighbor Topic A: Train Binary Classification Models Using Logistic Regression Topic B: Train Binary Classification Models Using k-Nearest Neighbor Topic C: Train Multi-Class Classification Models Topic D: Evaluate Classification Models Topic E: Tune Classification Models Building Clustering Models Topic A: Build k-Means Clustering Models Topic B: Build Hierarchical Clustering Models Building Decision Trees and Random Forests Topic A: Build Decision Tree Models Topic B: Build Random Forest Models Building Support-Vector Machines Topic A: Build SVM Models for Classification Topic B: Build SVM Models for Regression Building Artificial Neural Networks Topic A: Build Multi-Layer Perceptrons (MLP) Topic B: Build Convolutional Neural Networks (CNN) Topic C: Build Recurrent Neural Networks (RNN) Operationalizing Machine Learning Models Topic A: Deploy Machine Learning Models Topic B: Automate the Machine Learning Process with MLOps Topic C: Integrate Models into Machine Learning Systems Maintaining Machine Learning Operations Topic A: Secure Machine Learning Pipelines Topic B: Maintain Models in Production

The leadership role of the project manager is increasingly recognised as a key determinant in delivering success. These skills can often be critical in project situations, where tight budgets and deadlines demand the highest levels of team performance and where the working environment presents fresh challenges on a daily basis. This programme focuses on the leadership skills required of project managers and will benefit anyone involved in managing projects large or small wishing to extend or enhance those skills. The objectives of this programme are to help the participants: Understand the significance of leadership skills to the project manager and the impact of these skills on project performance Review the key skills needed to be an effective 'multi-dimensional' project leader and learn how to develop, adapt and apply them in practice Learn how to identify the preferred leadership style for the context and organisational culture of a project and how to develop personal style versatility Understand the role of the project leader in building an effective team and the skills required to promote and sustain team performance Gain a better understanding of the interpersonal skills needed to motivate individual team members and harness the full potential of the team DAY ONE 1 Introduction Aims and objectives Personal objectives 2 Project management and leadership What is a leader? How much can leadership be learned? The project environment and the impact of leadership skills The characteristics of high performance project teams and their leaders 3 Principles of effective leadership Some useful models and theories of leadership explored Types of leadership; choosing how to use leadership power Evaluating personal leadership style; how to develop style flexibility 4 Syndicate case study: Leadership in action Review of the role of leadership in a contemporary project Feedback and plenary discussion: effective project leadership 5 Team exercise: Leadership skills of the project manager Teams compete in performing a project simulation Project review and feedback Discussion of the outcome: role and skills of the project leader 6 Leadership skills for project managers The 3 dimensions of project leadership: inwards, outwards, and upwards The vital role of communication skills and how to develop them Developing a 'project vision': strategic thinking skills Understanding others; emotional intelligence skills Being a visible leader; behavioural and influencing skills Building effective relationships; the importance of trust and respect DAY TWO 7 Leading the project team The role of leadership in developing team performance Understanding individual strengths; recognising team role preferences Managing conflict and promoting positive team dynamics Setting standards, maintaining discipline and rewarding performance Harnessing team potential: building motivation within the team Promoting team learning; the team leader as coach / mentor 8 Leading through the organisation Gaining the support others; developing effective influencing skills Getting empowerment from key stakeholders Knowing when and how to take the initiative and lead Building and maintaining rapport with key partners Becoming an effective team player in leadership teams Becoming a business leader; leading colleagues and co-workers 9 Team exercise: Leadership and negotiation Teams engage in a negotiation exercise Exercise review and feedback Discussion of the outcome: negotiation skills of the project leader 10 Negotiation skills for project leaders Characteristics of effective negotiators Classic problem behaviours and mind-sets to avoid Getting to win-win; building partnership and trust 11 Leading more senior stakeholders The challenges and skills of leading and managing upwards Communicating with more senior stakeholders; building credibility Negotiating upwards: knowing when and how The role of networking skills; building and maintaining rapport Handling disagreements; the art of diplomacy Handling personality and style conflicts with more senior people