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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.

ITIL® 4 Foundation: In-House Training ITIL® 4 is built on the established core of best practice in the ITIL® guidance. ITIL® 4 provides a practical and flexible approach to move to the new world of digital transformation and embrace an end-to-end operating model for the delivery and operation of products and services. ITIL® 4 also provides a holistic end-to-end picture that integrates frameworks such as Lean IT, Agile, and DevOps. The ITIL® 4 Foundation is based on the exam specifications specified by AXELOS for the ITIL® 4 Foundation certification. The fundamental objective of this course is to help the participants understand the key concepts of service management and the ITIL® 4 service management framework and prepare for the ITIL® 4 Foundation exam. In addition, this course offers a rich learning experience that helps the participants relate ITIL® to their own work environment. The course includes a case study (based on a fictitious organization, 'Axle Car Hire') that will help the participants understand and experience the ITIL® guiding principles, service value, practices through real-world challenges and opportunities. The rich learning experience is supported by additional learning tools such as pre-course reading materials, post-course reading material, and a set of quick reference cards. What You Will Learn At the end of this program, you will be able to: Understand the key concepts of ITIL® service management Understand how ITIL® guiding principles can help an organization to adopt and adapt ITIL® service management Understand the four dimensions of ITIL® service management Understand the purpose and components of the ITIL® service value system, and activities of the service value chain, and how they interconnect Understand the key concepts of continual improvement Learn the various ITIL® practices and how they contribute to value chain activities Course Introduction Let's Get to Know Each Other Course Overview Course Learning Objectives Course Structure Course Agenda Introduction to IT Service Management in the Modern World Introduction to ITIL® 4 Structure and Benefits of ITIL® 4 Case Study: Axle Car Hire Case Study: Meet the Key People at Axle Case Study: The CIOs Vision for Axle Exam Details ITIL® 4 Certification Scheme Service Management - Key Concepts Intent and Context Key Terms Covered in the Module Module Learning Objectives Value and Value Co-Creation Value: Service, Products, and Resources Service Relationships Value: Outcomes, Costs, and Risks Exercise: Multiple-Choice Questions The Guiding Principles Intent and Context Identifying Guiding Principles Key Terms Covered in the Module Module Learning Objectives The Seven Guiding Principles Applying the Guiding Principles Exercise: Multiple-Choice Questions The Four Dimensions of Service Management Intent and Context The Four Dimensions Key Terms Covered in the Module The Four Dimensions and Service Value System Module Learning Objectives Organizations and People Information and Technology Partners and Suppliers Value Streams and Processes External Factors and Pestle Model Exercise: Multiple-Choice Questions Service Value System Intent and Context Service Value System and Service Value Chain Module Learning Objectives Overview of Service Value System Overview of the Service Value Chain Exercise: Multiple-Choice Questions Continual Improvement Intent and Context Key Terms Covered in the Module Introduction to Continual Improvement Module Learning Objectives The Continual Improvement Model Relationship between Continual Improvement and Guiding Principles Exercise: Multiple-Choice Questions The ITIL® Practices Intent and Context ITIL® Management Practices Key Terms Covered in the Module Module Learning Objectives The Continual Improvement Practice The Change Control Practice The Incident Management Practice The Problem Management Practice The Service Request Management Practice The Service Desk Practice The Service Level Management Practice Purpose of ITIL® Practices Exercise: Crossword Puzzle

ITIL® 4 Foundation ITIL® 4 is built on the established core of best practice in the ITIL® guidance. ITIL® 4 provides a practical and flexible approach to move to the new world of digital transformation and embrace an end-to-end operating model for the delivery and operation of products and services. ITIL® 4 also provides a holistic end-to-end picture that integrates frameworks such as Lean IT, Agile, and DevOps. The ITIL® 4 Foundation is based on the exam specifications specified by AXELOS for the ITIL® 4 Foundation certification. The fundamental objective of this course is to help the participants understand the key concepts of service management and the ITIL® 4 service management framework and prepare for the ITIL® 4 Foundation exam. In addition, this course offers a rich learning experience that helps the participants relate ITIL® to their own work environment. The course includes a case study (based on a fictitious organization, 'Axle Car Hire') that will help the participants understand and experience the ITIL® guiding principles, service value, practices through real-world challenges and opportunities. The rich learning experience is supported by additional learning tools such as pre-course reading materials, post-course reading material, and a set of quick reference cards. What You Will Learn At the end of this program, you will be able to: Understand the key concepts of ITIL® service management Understand how ITIL® guiding principles can help an organization to adopt and adapt ITIL® service management Understand the four dimensions of ITIL® service management Understand the purpose and components of the ITIL® service value system, and activities of the service value chain, and how they interconnect Understand the key concepts of continual improvement Learn the various ITIL® practices and how they contribute to value chain activities Course Introduction Let's Get to Know Each Other Course Overview Course Learning Objectives Course Structure Course Agenda Introduction to IT Service Management in the Modern World Introduction to ITIL® 4 Structure and Benefits of ITIL® 4 Case Study: Axle Car Hire Case Study: Meet the Key People at Axle Case Study: The CIOs Vision for Axle Exam Details ITIL® 4 Certification Scheme Service Management - Key Concepts Intent and Context Key Terms Covered in the Module Module Learning Objectives Value and Value Co-Creation Value: Service, Products, and Resources Service Relationships Value: Outcomes, Costs, and Risks Exercise: Multiple-Choice Questions The Guiding Principles Intent and Context Identifying Guiding Principles Key Terms Covered in the Module Module Learning Objectives The Seven Guiding Principles Applying the Guiding Principles Exercise: Multiple-Choice Questions The Four Dimensions of Service Management Intent and Context The Four Dimensions Key Terms Covered in the Module The Four Dimensions and Service Value System Module Learning Objectives Organizations and People Information and Technology Partners and Suppliers Value Streams and Processes External Factors and Pestle Model Exercise: Multiple-Choice Questions Service Value System Intent and Context Service Value System and Service Value Chain Module Learning Objectives Overview of Service Value System Overview of the Service Value Chain Exercise: Multiple-Choice Questions Continual Improvement Intent and Context Key Terms Covered in the Module Introduction to Continual Improvement Module Learning Objectives The Continual Improvement Model Relationship between Continual Improvement and Guiding Principles Exercise: Multiple-Choice Questions The ITIL® Practices Intent and Context ITIL® Management Practices Key Terms Covered in the Module Module Learning Objectives The Continual Improvement Practice The Change Control Practice The Incident Management Practice The Problem Management Practice The Service Request Management Practice The Service Desk Practice The Service Level Management Practice Purpose of ITIL® Practices Exercise: Crossword Puzzle

Join us for a transcendent afternoon of movement, medicine and connection. Join us for a transcendent afternoon of movement, medicine and connection at Never For Ever. Leave the outside world behind and join us for an ecstatic dance journey, merging powerful beats, heart-opening cacao, and grounding Rapé with soulful intention. This alcohol and drug-free event is a space to move freely, express yourself fully, and enjoy being part of our amazing community. Event Flow: Doors open at 11.30am No entry after 12.15pm to maintain the integrity of the space. We'll begin with warm-up music from 11.30 - 12.15pm to help you settle in. Rapé will be served between 11.30 and 12.15pm—please book this when you book your ticket if you would like to receive Rapé. At 12.15pm, we’ll share a ceremonial cacao together, a sacred plant medicine to open your heart and energise your body, preparing you for the dance. The dance begins at 12.30pm. Holly, our phenomenal resident DJ, will guide you through an eclectic mix of deep, tribal, and uplifting beats. Known for her ability to craft sets that resonate deeply with the body, mind, and soul, Holly will take you on a journey where every track invites you to move more freely and feel more alive. The cool down will be from 2 - 2.30pm. Venue: Never For Ever is known for its chic, warehouse-style interior and vibrant atmosphere. It has an incredible line-up of non-alcoholic cocktails making it the perfect setting for our dance. After the dance, you're welcome to stay, relax, and grab a bite to eat and connect with the community - the food is AMAZING. The entrance to the dance is the door on the far left of the building. As you enter, come down the stairs immediately in front of you and follow the corridor round to the space. Etiquette: To create a safe and sacred space for everyone: No talking on the dance floor - let your body do the communicating. This is a sober event. Help us keep the space light and clear. Respect boundaries - honour your own space and the space of others. Barefoot or socks only on the dancefloor. No phones - stay present and enjoy the dance. Listen to your body - move in a way that feels natural and right for you. Refund Policy: You can cancel your booking automatically through Cademy with 7 days’ notice. After this point NO REFUNDS will be issued. Price: Price is on a sliding scale. Please pay what you can afford. @numinity.collective Join our Whatsapp Group for new event updates.

About this Training Course This interactive training course and workshop session is developed to provide a catalyst for transformation of the legacy systems and adapting to the upcoming trends in the near future in the LPG supply chain. The course curriculum is based on overcoming the challenges of cost and quality enhancement. Both challenges encompass critical review of each aspect from production to transportation with safety of operations and zero loss of energy, thereby enhancing revenue. Training Objectives This course is developed to meet the needs LPG producers, Gas Tankers and Terminals operators, and fraternity of stakeholders, with the following underlying objectives: Conduct assessment of current standards and management systems in context of market forces and economics of demand and supply; Explore impact of emerging markets and user segments of LPG transiting from oil or electricity use; Identify avenues in need of production process review for enhancing the quality in terms of energy content of LPG; Evaluate current and future trends in LPG transportation and the influence of regulatory regimes and incentive schemes, for investment in Storage Terminals and distribution networks; Identify the operations and protocols to be adaptable for compliance with new regulations and trends; Establish transportation and distribution cost control mechanism at optimum level; and Develop guidelines and SOPs for contamination free transfer, loading and discharging of LPG Tankers. Target Audience This is a 'must attend' course if you are a: LPG Gas Producer Process Specialist Buyer Trader LPG Tanker Owner Charterer, and Management personnel holding responsible positions such as Director, General Manager, Commercial Manager, Business Development Manager, Legal Counsel, Post-Fixtures Manager, Fleet Manager, Marine & Technical Superintendent, Senior Engineer or Middle Level Manager as part of succession planning. Training Methods The course will be delivered in 3 full-day sessions comprising 8 hours per day. Course Duration: 3 full-day sessions, 8 hours per session (24 hours in total). Trainer Principal Management Consultant FAIADR, FACICA, FHKIoD, M.S.I.D, Member, AIPN LL.M. (IP Laws), M. Sc. (Maritime Studies) M, Tech (Knowledge Engineering), MBA First Class CoC (DOT, UK), B. E. (Elect)   Your expert course leader, during the last 45 year period, has worked and consulted in the industry verticals encompassing: Marine, Shipping & Transport, Technology, Oil & Gas Exploration & Production, Petrochemical Process Plants and Power Plant Construction Projects, Logistics & Warehousing, Offshore, Oil & Gas Pipelines, Infrastructure Development Projects (Construction, Ports, Offshore Supply Bases, Oil & Gas Terminals and Airports etcetera), EPCIC Contracts, and Shipyards, in South East Asia, Africa, Middle East, Americas and Europe. He is a Principal Management Consultant in a consulting company in Hong Kong and Singapore, specializing in the fields of corporate management consultancy, international contracts reviews and alternative dispute resolutions services. He has been frequently engaged for assignments like due diligence, acquisitions, and mergers. The assignments often involved resolving various operational issues, contracts reviews, cost controls, project management matters and enhancement of international procurement and Supply Chain Management systems. He continues to be actively engaged in advisory services for Remuneration, Audit and Risk Management Committees of public companies as well as MNCs. He has developed a special initiative for conducting audits of ERM Systems (Enterprise Risk Management) and valuation of intangible properties involving proprietary processes (IP), licensed production and intellectual property rights. He graduated with a Bachelor's degree in Electrical Engineering, MBA in General Management, Master of Technology in Knowledge Engineering, Master of Science in Maritime Studies and LL.M. (IP Law). He also holds professional qualifications in arbitration, contracts laws, and marine engineering, including the Chief Engineer's First-Class Certificate of Competency (DOT, UK). He has been Associate, SIM University (SUSS) Singapore and taught on subjects including Business Continuity Planning and Risk Management. He has served as Director and member of Board of Management, Governance Councils and Risk Management Committees of international organizations. He is admitted to various professional institutions as: 'Fellow', Australian Centre for International Commercial Arbitration (FACICA); Asian Institute of ADR (FAIADR), Malaysia; Hong Kong Institute of Directors (FHKIoD), Member, Singapore Institute of Directors (M.S.I.D.), and Member, Association of International Petroleum Negotiators (AIPN) USA. POST TRAINING COACHING SUPPORT (OPTIONAL) To further optimise your learning experience from our courses, we also offer individualized 'One to One' coaching support for 2 hours post training. We can help improve your competence in your chosen area of interest, based on your learning needs and available hours. This is a great opportunity to improve your capability and confidence in a particular area of expertise. It will be delivered over a secure video conference call by one of our senior trainers. They will work with you to create a tailor-made coaching program that will help you achieve your goals faster. Request for further information about post training coaching support and fees applicable for this. Accreditions And Affliations

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This one day course was developed in conjunction with industry experts specifically for the needs of fashion and textile designers. It focuses on the drawing and repeating pattern capabilities of illustrator. It would also be useful for tile designers or for anyone interested in learning how to create incredible drawings and repeating patterns with Illustrator.

About this Training Course Within the energy industry, it is a requirement, both contractual and in some areas legislative, to ensure effective internal systems are in place which support employee development and provide evidence of their competence. A Competence Management and Assurance process - if correctly developed and applied - provides employees and organisations with the tools to demonstrate competence and contributes to career development of the individual. The 3 full-day course focuses on Competence Management Systems (CMS) which are typically in use within the Energy Industry, their structure and process development requirements. In addition, the course details the assessment process, the role of the competency assessors within the organisation and the relationship between competence management and training provision. For impactful learning, the course instructor uses a variety of instructional methodologies such as lectures, discussions, individual reflection, games, mystery puzzles, video, case studies, team syndication, group presentations, sharing and feedback. Training Objectives This course will provide attendees with an understanding of: The role of competencies in the Energy industry The benefits of Competency Management System to the organisation The components of a Competency of Competency Management System The know how to implement the Competency Management System The roles and responsibilities within a Competency Management System The know how to develop Competency Models The relationship between Competency Management and Capability Development The know how to conduct Organisational Analysis The know how to conduct Job Analysis and Task Analysis The know how to develop Competency Standards and Development Guides using the 70:20:10 principle The competency assessment process, tools and methodologies The know how to package and communicate the Competency Assessment Reports to Management Competency Management Case Studies in the Energy Industry Target Audience This course will benefit professionals from Human Resource and Capability Development as well as Line Managers. Course Level Basic or Foundation Trainer Your expert course leader is an independent consultant trainer with more than 30 years of experience in People & Organizational Development. She has retired from her full-time job and is currently serving as an Associate Consultant / Trainer with several Learning & Development organizations operating in Malaysia and Singapore. A chemist by training, her interest in People & Organizational Development was so intense that she decided to switch profession during her earlier years of employment, and she has never looked back since. She has gathered extensive hands-on experience, leading key projects and delivering learning programs in her field of expertise with numerous leading organizations in South East Asia, the Middle East and Europe. A project that she is particularly proud in completing was the transformation of PETRONAS Management Training Institute into a regional Leadership Centre. While leading this project, she was given the opportunity to be seconded to General Electric (GE), a Fortune 500 multinational known for its cutting-edge leadership development innovation. She was instrumental in the development of the existing leadership model for PETRONAS. In addition, she was also extensively involved in the development and implementation of Technical Competency Development process that is currently being used by more than 20 disciplines in the organization. Another massive project that she was heavily involved in was the creation of the quality culture for PETRONAS. The project saw the establishment of PETRONAS' own quality principles where she played a key role in propagating the desired mindset towards the creation of a high performing culture. Her involvement in this project took her to many PETRONAS Operating Companies which spanned into several countries across the globe including Malaysia, Indonesia, Vietnam, Sudan, South Africa and Switzerland, creating awareness through learning programs and consultancy services. The PETRONAS Quality Principles have since evolved into shared values that are now known as the PETRONAS Culture Beliefs. In keeping her expertise current after retiring from full-time employment since 2017, she has continued to deliver learning programs, providing coaching and consultancy services to selected Oil & Gas companies in Malaysia, Indonesia, Singapore, India, Oman and Thailand. Among her most recent work are virtual learning deliveries and consultancies during the COVID-19 pandemic to some government linked companies / agencies in Malaysia and PTT Exploration & Production Company of Thailand. Outside her professional circle, she is an avid cyclist, a jungle tracker and a mount climber. She is also an accredited trainer from the Human Resource Development Corporation (HRD CORP). POST TRAINING COACHING SUPPORT (OPTIONAL) To further optimise your learning experience from our courses, we also offer individualized 'One to One' coaching support for 2 hours post training. We can help improve your competence in your chosen area of interest, based on your learning needs and available hours. This is a great opportunity to improve your capability and confidence in a particular area of expertise. It will be delivered over a secure video conference call by one of our senior trainers. They will work with you to create a tailor-made coaching program that will help you achieve your goals faster. Request for further information post training support and fees applicable Accreditions And Affliations

About this Training Course Liquefied Natural Gas (LNG) has provided intercontinental mobility to natural gas, which now provides about 25% of the global primary energy. Being the cleanest fossil fuel, natural gas/LNG consumption is forecasted to grow in all future scenarios. With the entry of various players, including Trading companies, the LNG value chain is becoming increasingly complex, and a solid understanding of its economics and management of its interfaces have become crucial to identify and assess investment opportunities and risks. Recent market disturbances caused by COVID-19, Oil & Gas price instabilities - coupled with the political (Ukraine/Russia) challenges - make a deep understanding of LNG Value Chain Logistics and Economics even more essential to ensure the security of energy supplies sustainably and profitably. This intermediate level 3 full-day course starts with a concise introduction to the LNG business. Thereafter, the elements of the LNG value chain are described, and their individual economics analysed. A Business Activity Model along the value chain will be developed and discussed in depth, covering the following key processes: 'Buy Gas - Transport Gas - Liquefy Gas - Sell LNG/Products - Ship LNG - Regasify LNG' The integrated chain economics will then be developed and quantified. A hands-on group workshop/exercise developing the economic case of a full-sized Liquefaction project will be carried out, considering the forecasted cash flows throughout the project life, the location of the plant, its markets, project sensitivities and profitability assessment. Participants will be provided with Excel based tools/models (LNG Liquefaction project development Net Present Value (NPV) analyses, Shipping Freight Calculations and Economics) to work through the exercises and also for their future personal use. Training Objectives After the completion of this course, participants will be able to: Understand how the LNG Value Chain operates, bound by the relevant Contracts and Agreements. Learn the basic economic parameters (operating, capital costs, financing, profitability) of each major element of the value chain. Appreciate the complexity of the value chain, and the associated opportunities and risks. Develop quantitative project evaluation skills. Explore options to maximise profitability in a given LNG value chain. Discuss best practices on how to manage, steer and govern these activities. Target Audience Technical, Operational, Shipping, Commercial, Project and Governance professionals who are already active in a specific section of the LNG Value Chain will directly benefit in developing a wider and deeper perspective on how the LNG Value Chain operations and can be optimised. Managers (Technical, Financial, Legal and Governance) less familiar with the specifics of the LNG Industry will also benefit from attending this VILT course, as they will obtain the required background to be able to set sharper targets, suitable performance indicators, and governance and performance assessment guidelines for units engaged in the chain. The course is most relevant for professionals engaged in the LNG industry at: National and International Oil & Gas/Energy Companies LNG Importers/Exporters/Traders/Shippers Government & Regulatory Agencies Finance Institutions It will also apply to the following audience: Business Development Managers Corporate Planning Professionals Project Developers Supply Planners & Scheduling Professionals Regulators Tax & Finance Advisors Compliance Officers Equity Analyst and Bankers Joint Venture Representatives, Board Directors Negotiators and Contracting Staff Trading Professionals Course Level Intermediate Trainer Your expert course leader is an Oil & Gas/LNG professional with more than 35 years of international experience, majority of which was gained at Shell International Joint Ventures engaged in Oil Refining, Supply / Trading, Gas Supply and LNG Businesses in the Netherlands, France, Thailand, Dominican Republic and Nigeria. Since 2004, he has had several roles in the management of the LNG Value Chain including the Commercial Operational Management of Nigeria LNG (NLNG). He played an active role in the start-up and integration of LNG trains 4, 5 and 6 with NLNG becoming the 3rd largest LNG producer in the world in 2007. Commercial operations spanned 4 Gas Supply, 11 LNG Sales & Purchase Agreements, ad-hoc LPG and Condensate Sales and LNG Ship Chartering contracts. Under his supervision, more than 2,000 LNG cargoes were exported. He was part of the organizational transformation of the company from a Project-based set-up to a Production / Commercial based structure and implemented an 'Integrated Planning and Scheduling Department' in which he optimized the value chain (Buy-Gas - Liquify Gas to LNG - Sell - Ship LNG). Staff competence management was one of his focus areas during this period. He was also the NLNG representative on JV Technical, Commercial, Shipping Committees where he interfaced with Government & Regulatory authorities. In 2014, he was appointed as Shell Shareholder representative to NLNG and became a Non-Executive Board member to NLNG companies, including Bonny Gas Transport (BGT) managing 24 LNG Ships. During this period, he was involved in the Economic and Technical steering of the Shipping Fleet and Liquefaction Plant Rejuvenation projects and a further capacity expansion of liquefaction plant which resulted in the achievement of NLNG train 7 project FID in 2019. Since 2016, he has been active as an independent consultant. He co-authored 2 patents and more than 30 published papers/presentations. He holds a PhD from Delft University of Technology in the Netherlands and a MSc and BSc in Chemical Engineering from the University of Birmingham, UK. POST TRAINING COACHING SUPPORT (OPTIONAL) To further optimise your learning experience from our courses, we also offer individualized 'One to One' coaching support for 2 hours post training. We can help improve your competence in your chosen area of interest, based on your learning needs and available hours. This is a great opportunity to improve your capability and confidence in a particular area of expertise. It will be delivered over a secure video conference call by one of our senior trainers. They will work with you to create a tailor-made coaching program that will help you achieve your goals faster. Request for further information post training support and fees applicable Accreditions And Affliations