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Some 60% of injuries at work are caused by lifting heavy objects. This powerful, practical programme is designed to help stop any of your staff from becoming the next statistic. 1 Introduction and objectives 2 Overview of Health and Safety Legislation and HSE Injury Statistics Health and Safety at Work Act 1974 Management of Health and Safety at Work Regulations (MHSWR) 1992 MHSWR 1999 specific duties to risk assess Manual Handling Operations Regulations (MHOR) 1992 Breakdown of injury statistics and costs of poor manual handling 3 The musculoskeletal system explained Prevention and ill-health Ergonomics RSI The spine in detail 4 Risk assessment General principles The TILE method Employees' duties Workplace scenarios
Duration 4 Days 24 CPD hours This course is intended for This course is intended for: Developers Solutions Architects Data Engineers Anyone with little to no experience with ML and wants to learn about the ML pipeline using Amazon SageMaker Overview In this course, you will learn to: Select and justify the appropriate ML approach for a given business problem Use the ML pipeline to solve a specific business problem Train, evaluate, deploy, and tune an ML model using Amazon SageMaker Describe some of the best practices for designing scalable, cost-optimized, and secure ML pipelines in AWS Apply machine learning to a real-life business problem after the course is complete This course explores how to use the machine learning (ML) pipeline to solve a real business problem in a project-based learning environment. Students will learn about each phase of the pipeline from instructor presentations and demonstrations and then apply that knowledge to complete a project solving one of three business problems: fraud detection, recommendation engines, or flight delays. By the end of the course, students will have successfully built, trained, evaluated, tuned, and deployed an ML model using Amazon SageMaker that solves their selected business problem. Module 0: Introduction Pre-assessment Module 1: Introduction to Machine Learning and the ML Pipeline Overview of machine learning, including use cases, types of machine learning, and key concepts Overview of the ML pipeline Introduction to course projects and approach Module 2: Introduction to Amazon SageMaker Introduction to Amazon SageMaker Demo: Amazon SageMaker and Jupyter notebooks Hands-on: Amazon SageMaker and Jupyter notebooks Module 3: Problem Formulation Overview of problem formulation and deciding if ML is the right solution Converting a business problem into an ML problem Demo: Amazon SageMaker Ground Truth Hands-on: Amazon SageMaker Ground Truth Practice problem formulation Formulate problems for projects Module 4: Preprocessing Overview of data collection and integration, and techniques for data preprocessing and visualization Practice preprocessing Preprocess project data Class discussion about projects Module 5: Model Training Choosing the right algorithm Formatting and splitting your data for training Loss functions and gradient descent for improving your model Demo: Create a training job in Amazon SageMaker Module 6: Model Evaluation How to evaluate classification models How to evaluate regression models Practice model training and evaluation Train and evaluate project models Initial project presentations Module 7: Feature Engineering and Model Tuning Feature extraction, selection, creation, and transformation Hyperparameter tuning Demo: SageMaker hyperparameter optimization Practice feature engineering and model tuning Apply feature engineering and model tuning to projects Final project presentations Module 8: Deployment How to deploy, inference, and monitor your model on Amazon SageMaker Deploying ML at the edge Demo: Creating an Amazon SageMaker endpoint Post-assessment Course wrap-up Additional course details: Nexus Humans The Machine Learning Pipeline on AWS 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 The Machine Learning Pipeline on AWS 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.
All organisations are legally required to have at least one designated Fire Warden. It's also common sense, given that every year there are nearly 20,000 commercial fires in the UK. This course will help participants: Assess their awareness and knowledge of the principles of fire safety and the associated risks involved at work Understand the responsibilities of being a Fire Warden Understand the main types of firefighting equipment 1 Introduction to fire safety What to do in an emergency Causes and effects of fire The fire warden's duties and responsibilities 2 Fire risk control How to raise the alarm Assembly points, roll calls, drills Fire prevention and fire risk assessment Understanding the fire triangle 3 Practical fire safety Types of portable fire extinguishers Maintenance of firefighting equipment Fire signs In-house checks The fire bag/box
A question of trust. Leadership implies followership. And that means trust. Because who's going to follow a leader they don't trust? This programme takes a values-driven approach to leadership. It gets current and aspiring leaders to hold up the mirror to themselves and to see their reflections as leaders of people. It asks them whether what they see justifies their view of themselves as leaders. It helps them understand just what it takes to be an effective leader. And it does so in a highly practical, constructive manner. It helps the course participants to truly understand the core skills of effective leadership. It focuses on the difference between leadership and management, defining what high performing teams do and how they do it. It helps people to see their teams from different perspectives, allowing them to adapt their styles to maximise team outputs. And it explores concepts such as emotional intelligence, authentic leadership and the RAIV approach (relationships-achievement-independence-vocation) to help explore underlying values and use them to drive effective leadership. Because what worth do our values have unless we put them into practice? The course will help you:• Appreciate the key skills a leader needs to be effective• Understand what the organisation expects of you as a leader• Recognise your leadership style and the impact it has on others• Consider your role models - who inspires you?• See leadership from the 'followers' perspective - how do you like to be led?• Discover what holds you back - limiting beliefs• Examine your core values -do they support your ambition?• Explore the concept of Emotional Intelligence - how do we manage ourselves?• Discover how to lead through change• Explore the concept of 'Authentic Leadership' - consider how it can work for you• Practice some of the skills essential to motivating and influencing for success• Use the RAIV approach to generating enthusiasm and commitment• Plan how best to 'walk the leadership talk' - in your role, in your organisation Above all, this course will help you put theory into practice, values into actions, in a mature, considered, effective way. Day 1 1 Welcome and introduction Participants are welcomed to the programme and invited to share their personal objectives and people challenges Participants given an action plan template to complete throughout the workshop Participants required to bring an inspirational quote to share with the group 2 What is leadership? The concept of 'leadership' The role of a leader Skills assessment for all participants# Leadership v Management Assess your team effectiveness 3 Your leadership style Leadership questionnaire You and your role models Push v Pull styles of leadership Empowerment v Control Team goals and role profiling Day 2 1 You, the leader Your core values Your communication style Situational leadership The Emotional Bank Account Buy Me Today 2 Are you Emotionally Intelligent? (EI) What is emotional intelligence? Self-assessment exercise Manage your emotions Nine strategies for promoting EI 3 Leading through change Identify the major changes affecting you / your team Types of change The roles of resistance How safe are you to talk to? Forcefield Analysis Day 3 1 Authentic Leadership (AL) What is AL? Managing perceptions is managing their truth A leadership challenge 2 Motivating and influencing for success What motivates you? Motivational theory Leading by example Influencing skills required Influencing styles The influence challenge! 3 Creating enthusiasm and commitment The RAIV approach (relationships-achievement-independence-vocation) Building self-worth What drives your team? Your leadership legacy Your commitment to leadership
ACCA Qualification is designed to provide the accounting knowledge, skills and professional values which will deliver finance professionals who are capable of building successful careers across all sectors, whether they are working in the public or private sectors, practicing in accounting firms, or pursuing a career in business. The ACCA Qualification is your route to professional status. Making a decision to study ACCA courses at Osborne Training will be one of the biggest decision you would make for your career. Assessment is by external examination. You must pass all the exams to be ACCA qualified. Once you finish all exams successfully, you will be awarded with ACCA certificate. Paper F1 Accountant in Business Paper F2 Management Accounting Paper F3 Financial Accounting (INT) Paper F4 Corporate and Business Law (UK) Paper F5 Performance Management Paper F6 Taxation (UK) Paper F7 Financial Reporting (INT) Paper F8 Audit and Assurance (INT) Paper F9 Financial Management
Duration 1 Days 6 CPD hours This course is intended for This course is intended for IT Asset Managers and other professionals involved in Asset Management, strategic planning, security programs and those affected or influenced by ITAM and security initiatives. The mission of IAITAM?s CAMSE course is to maximize the contribution of IT Asset Management professionals to the information security and physical security of the organization by bridging the gap between ITAM and IT security processes while incorporating security strategies throughout the ITAM policies, processes and procedures so that ITAM enhances the security program and improves the applicable governance. This course includes the comprehensive online examination necessary for achieving CAMSE Certification. Course Outline Scope of IT Security & ITAM Threat Prevention vs. Threat Protection Decentralized vs. Centralized Security The IT Security Plan ITAM?s Role in Risk Management The 12 KPAs & Security Program Management & Security Communication & Education Management & Security Policy Management & Security Acquisition Management & Security Asset Identification Management & Security Disposal Management & Security Project Management & Security Documentation Management & Security Financial Management & Security Legislation Management & Security Compliance Management & Security Vendor Management & Security Assessing Asset Risk Level Program Issues by Asset Type ITAM Program Assessment for Security
Duration 5 Days 30 CPD hours This course is intended for IS Security Owners Security Officers Ethical Hackers Information Owners Penetration Testers System Owners and Managers Cyber Security Engineers Overview Upon completion, the Certified Professional Ethical Hacker candidate will be able to competently take the C)PEH exam. To protect an information system you need to be able to see that system through the eyes of the attacker.ÿThe Certified Professional Ethical Hackerÿcertification course is the foundational training to Mile2?s line of penetration testing courses because it teaches you to think like a hacker.ÿ Therefore, you can set up dynamic defenses to prevent intrusion. First, you will learn the value of vulnerability assessments.ÿ Then, you will discover how to use those assessments to make powerful changes in an information system?s security. Additionally, you will learn how malware and destructive viruses function and how to implement counter response and preventative measures when it comes to a network hack. Course Introduction Introduction to Ethical Hacking Linux Fundamentals Protocols Cryptography Password Cracking Malware Security Devices Information Gathering ? Passive Reconnaissance Social Engineering Active Reconnaissance Vulnerability Assessment Network Attacks Hacking Servers Hacking Web Technologies Hacking Wireless Technologies Maintaining Access and Covering Tracks
This workshop has been designed to help managers understand their responsibilities and what they need to do to ensure compliance with current workplace legislation - including the fire safety and CDM regulations. The day will cover the legal background - including an appreciation of how safety legislation has evolved and why; the logic behind recent developments and the implications for staff and employers; key areas of current legislation; roles and responsibilities in health and safety management, including monitoring contractors and suppliers effectively; implementing sound health and safety policies and procedures; getting staff on board, and implementing effective systems. Also, recognising potential risks and hazards and developing strategies to minimise their impact in the workplace. This course will give participants an understanding of: The broader context of the key areas of health and safety regulation which apply to your organisation Existing health and safety practice and guide them in how to shape and implement an effective health and safety policy What they should do and the procedures to support it Potential areas of risk in the workplace - and how to take action to minimise the threat to staff safety How sound health and safety processes can contribute to business performance 1 Understanding the workplace legislation Overview of health and safety and workplace legislation Compliance, the role of the facilities manager, and who is accountable? Breakout session to discuss where we are now and to highlight issues of concern Applying required policies and procedures Developing and implementation/review of the safety policy Communicating with users, clients and contractors Health and safety manual 'Selling' health and safety 2 Key legislation - a practical working guide Asbestos Regulations Construction (Design and Management) Regulations 2007 / 2015 Control of Substances Hazardous to Health (COSHH) Regulations Disability Discrimination Act (DDA) Display Screen Equipment (DSE) Regulations 1992 Electricity at Work Regulations 1989 Fire Precautions (Workplace ) Regulations 2006 Health and Safety (Consultation with Employees) Regulations 1996 Health and Safety (First Aid) Regulations 1981 Health and Safety at Work etc. Act 1974 Management of Health and Safety at Work Regulations 1992 Manual Handling Operations Regulations 1992 Portable Appliance Testing (PAT) Provision and Use of Work Equipment Regulations 1992 REACH - Registration, Evaluation, Authorisation and restriction of Chemicals Reporting of Injuries, Diseases, and Dangerous Occurrences Regulations (RIDDOR) 1995 Waste Electrical and Electronic Equipment (WEEE) Regulations 2006 Work Equipment Regulations 3 Controlling contractors Understanding the Regulations Selecting and assessing contractors Understanding and setting accountability Why a method statement? How to apply a permit to work system Safe systems of work Round-table discussion to bring out issues from participants' own experience 4 Risk assessment Understanding your hazards Identifying specialist areas How to undertake these assessments Implementation of sound systems and processes Syndicate exercise identifying where assessments are needed and carrying out assessments 5 Keeping the work environment safe Sick building syndrome and legionella Asbestos Waste management Pest control Provisions for first aid Accident reporting and investigation At-work driver safety Security 6 Fire safety Understanding the Regulatory Reform Fire Safety Order Fire certificates The fire risk assessment Testing fire-fighting equipment? Emergency procedures Workshop to examine the procedures for dealing with different types of emergencies 7 Ergonomics programme Ergonomics - important or irrelevant? Are you complying with HSE regulations? Furniture and equipment Display screen equipment assessments Homeworking - your concern or not? Syndicate exercise to review what to do when relocating or refurbishing an office 8 Inspecting and auditing Role of Health and Safety Executive Inspectors - 'be prepared' FM role Staff/trade union involvement Independent audits Records and reports Communicating the results 9 Action plan Participants to list actions they need to take after the course
A high-impact programme designed to be fun and to get people fully involved. The first-class, jargon-free content is based on what people need to know in practice, not off-putting legal language. This introductory course covers: Introducing Working Safely: Accidents can happen to anyone. The realities of the human suffering behind the statistics. The importance of personal responsibility. Defining hazard and risk: Focusing on the six broad hazard groups, participants are asked to think about the hazards and risks they come across in their own work. 'Risk assessment' demystified. Identifying common hazards: All the main issues - aggression and violence, asbestos, bullying, chemicals and harmful substances, computer workstations, confined spaces, drugs and alcohol, electricity, fire, getting in and out, height, housekeeping, lighting, manual handling, noise, personal hygiene, plant and machinery, slips and trips, stress, temperature, vehicles and transport, and welfare facilities. Improving safety performance: Bridging the gap between management and workforce, encouraging participants to play their part. Also covered: contract work, inspections, safe systems and permits, protective equipment, signage, emergency procedures, reporting and health checks.