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Duration 4 Days 24 CPD hours This course is intended for This course is designed for data scientists with existing knowledge of Python and machine learning frameworks like Scikit-Learn, PyTorch, and Tensorflow, who want to build and operate machine learning solutions in the cloud. Overview Learn how to operate machine learning solutions at cloud scale using Azure Machine Learning. This course teaches you to leverage your existing knowledge of Python and machine learning to manage data ingestion and preparation, model training and deployment, and machine learning solution monitoring in Microsoft Azure. Learn how to operate machine learning solutions at cloud scale using Azure Machine Learning. This course teaches you to leverage your existing knowledge of Python and machine learning to manage data ingestion and preparation, model training and deployment, and machine learning solution monitoring with Azure Machine Learning and MLflow. Prerequisites Creating cloud resources in Microsoft Azure. Using Python to explore and visualize data. Training and validating machine learning models using common frameworks like Scikit-Learn, PyTorch, and TensorFlow. Working with containers AI-900T00: Microsoft Azure AI Fundamentals is recommended, or the equivalent experience. 1 - Design a data ingestion strategy for machine learning projects Identify your data source and format Choose how to serve data to machine learning workflows Design a data ingestion solution 2 - Design a machine learning model training solution Identify machine learning tasks Choose a service to train a machine learning model Decide between compute options 3 - Design a model deployment solution Understand how model will be consumed Decide on real-time or batch deployment 4 - Design a machine learning operations solution Explore an MLOps architecture Design for monitoring Design for retraining 5 - Explore Azure Machine Learning workspace resources and assets Create an Azure Machine Learning workspace Identify Azure Machine Learning resources Identify Azure Machine Learning assets Train models in the workspace 6 - Explore developer tools for workspace interaction Explore the studio Explore the Python SDK Explore the CLI 7 - Make data available in Azure Machine Learning Understand URIs Create a datastore Create a data asset 8 - Work with compute targets in Azure Machine Learning Choose the appropriate compute target Create and use a compute instance Create and use a compute cluster 9 - Work with environments in Azure Machine Learning Understand environments Explore and use curated environments Create and use custom environments 10 - Find the best classification model with Automated Machine Learning Preprocess data and configure featurization Run an Automated Machine Learning experiment Evaluate and compare models 11 - Track model training in Jupyter notebooks with MLflow Configure MLflow for model tracking in notebooks Train and track models in notebooks 12 - Run a training script as a command job in Azure Machine Learning Convert a notebook to a script Run a script as a command job Use parameters in a command job 13 - Track model training with MLflow in jobs Track metrics with MLflow View metrics and evaluate models 14 - Perform hyperparameter tuning with Azure Machine Learning Define a search space Configure a sampling method Configure early termination Use a sweep job for hyperparameter tuning 15 - Run pipelines in Azure Machine Learning Create components Create a pipeline Run a pipeline job 16 - Register an MLflow model in Azure Machine Learning Log models with MLflow Understand the MLflow model format Register an MLflow model 17 - Create and explore the Responsible AI dashboard for a model in Azure Machine Learning Understand Responsible AI Create the Responsible AI dashboard Evaluate the Responsible AI dashboard 18 - Deploy a model to a managed online endpoint Explore managed online endpoints Deploy your MLflow model to a managed online endpoint Deploy a model to a managed online endpoint Test managed online endpoints 19 - Deploy a model to a batch endpoint Understand and create batch endpoints Deploy your MLflow model to a batch endpoint Deploy a custom model to a batch endpoint Invoke and troubleshoot batch endpoints

  Delivered in either Live Online (4 days) or in our Classroom (5 days), the ISO/IEC 27001 Lead Auditor training enables you to develop the necessary expertise to support an organization in establishing, implementing, managing and maintaining an Information Security Management System (ISMS) based on ISO 27001. During this training course, you will acquire the knowledge and skills to plan and carry out internal and external audits in compliance with ISO 19011 and ISO/IEC 17021-1 certification process. About This Course   Based on practical exercises, you will be able to master audit techniques and become competent to manage an audit program, audit team, communication with customers, and conflict resolution. After acquiring the necessary expertise to perform this audit, you can sit for the exam and gain the "ISO/IEC 27001 Lead Auditor' credential. By holding this Lead Auditor Certificate, you will demonstrate that you have the capabilities and competencies to` audit organizations based on best practices.   The training course is based on both theory and best practices used in ISMS audits Lecture sessions are illustrated with examples based on case studies Practical exercises are based on a case study which includes role playing and discussions Practice tests are similar to the Certification Exam   The course is delivered both as a Live Online or Classroom environment, as follows; Day 1: Introduction to Information Security Management Systems (ISMS) and ISO/IEC 27001 Day 2: Audit principles, preparation and launching of an audit Day 3: On-site audit activities Day 4: Closing the audit and Examination   Learning Objectives Understand the operations of an Information Security Management System based on ISO/IEC 27001 Acknowledge the correlation between ISO/IEC 27001, ISO/IEC 27002 and other standards and regulatory frameworks Understand an auditor's role to: plan, lead and follow-up on a management system audit in accordance with ISO 19011 Learn how to lead an audit and audit team Learn how to interpret the requirements of ISO/IEC 27001 in the context of an ISMS audit Acquire the competencies of an auditor to: plan an audit, lead an audit, draft reports, and follow-up on an audit in compliance with ISO 19011   The exam covers the following competency domains:   Domain 1: Fundamental principles and concepts of an Information Security Management System (ISMS) Domain 2: Information Security Management System controls and best practices based on ISO/IEC 27002 Domain 3: Planning an ISMS implementation based on ISO/IEC 27001 Domain 4: Implementing an ISMS based on ISO/IEC 27001 Domain 5: Performance evaluation, monitoring and measurement of an ISMS based on ISO/IEC 27001 Domain 6: Continual improvement of an ISMS based on ISO/IEC 27001 Domain 7: Preparing for an ISMS certification audit Prerequisites   A foundational understanding of ISO/IEC 27001 and knowledge of audit principles.    What's Included?   Refreshments & Lunch (Classroom only) Course Slide Deck Official Study Materials CPD Certificate The Exam   Who Should Attend?   Auditors seeking to perform and lead Information Security Management System (ISMS) certification audits Managers or consultants seeking to master an Information Security Management System audit process Individuals responsible for maintaining conformance with Information Security Management System requirements Technical experts seeking to prepare for an Information Security Management System audit Expert advisors in Information Security Management Our Guarantee   We are an approved IECB Training Partner for all of our courses. You can learn wherever and whenever you want with our robust classroom and interactive online training courses. Our courses are taught by qualified practitioners with commercial experience. We strive to give our delegates the hands-on experience. Our courses are all-inclusive with no hidden extras.  The one-off cost covers the training, all course materials, and exam voucher. Our aim: To achieve a 100% first time pass rate on all our instructor-led courses. Our Promise: Pass first time or 'train' again for FREE. *FREE training and exam retake offered Accreditation Assessment     Delegates sit a combined exam, consisting of in-course quizzes and exercises, as well as a final 12 question, essay type exam on Day 4 of the course. The overall passing score is 70%, to be achieved within the 240 minute time allowance. Exam results are provided within 24 hours, with both a Certificate and a digital badge provided as proof of success.   Provided by   This course is Accredited by NACS and Administered by the IECB

Duration 1 Days 6 CPD hours This course is intended for This course is suitable for IT personnel who are just beginning to work with Azure. This audience wants to learn about our offerings and get hands-on experience with the product. This course primarily uses the Azure portal and command line interface to create resources and does not require scripting skills. Students in this course will gain confidence to take other role-based courses and certifications, such as Azure Administrator. This course combines lecture, demonstrations, and hands-on labs. This course will also help prepare someone for the AZ-900 exam. This course will provide foundational level knowledge on cloud concepts; core Azure services; and Azure management and governance features and tools. Prerequisites There are no prerequisites for taking this course. Familiarity with cloud computing is helpful, but isn't necessary. 1 - Describe cloud computing What is cloud computing Describe the shared responsibility model Define cloud models Describe the consumption-based model 2 - Describe the benefits of using cloud services Describe the benefits of high availability and scalability in the cloud Describe the benefits of reliability and predictability in the cloud Describe the benefits of security and governance in the cloud Describe the benefits of manageability in the cloud 3 - Describe cloud service types Describe Infrastructure as a Service Describe Platform as a Service Describe Software as a Service 4 - Describe the core architectural components of Azure What is Microsoft Azure Get started with Azure accounts Describe Azure physical infrastructure Describe Azure management infrastructure 5 - Describe Azure compute and networking services Describe Azure Virtual Machines Describe Azure Virtual Desktop Describe Azure Containers Describe Azure Functions Describe application hosting options Describe Azure Virtual Networking Describe Azure Virtual Private Networks Describe Azure ExpressRoute Describe Azure DNS 6 - Describe Azure storage services Describe Azure storage accounts Describe Azure storage redundancy Describe Azure storage services Identify Azure data migration options Identify Azure file movement options 7 - Describe Azure identity, access, and security Describe Azure directory services Describe Azure authentication methods Describe Azure external identities Describe Azure conditional access Describe Azure role-based access control Describe zero trust model Describe defense-in-depth Describe Microsoft Defender for Cloud 8 - Describe cost management in Azure Describe factors that can affect costs in Azure Compare the Pricing and Total Cost of Ownership calculators Describe the Microsoft Cost Management tool Describe the purpose of tags 9 - Describe features and tools in Azure for governance and compliance Describe the purpose of Microsoft Purview Describe the purpose of Azure Policy Describe the purpose of resource locks Describe the purpose of the Service Trust portal 10 - Describe features and tools for managing and deploying Azure resources Describe tools for interacting with Azure Describe the purpose of Azure Arc Describe Azure Resource Manager and Azure ARM templates 11 - Describe monitoring tools in Azure Describe the purpose of Azure Advisor Describe Azure Service Health Describe Azure Monitor Additional course details: Nexus Humans AZ-900T00 Microsoft Azure Fundamentals 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 AZ-900T00 Microsoft Azure Fundamentals 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.

It's Only a Revolution: How Sustainability Changes Our Work as Project Managers This session gets us past the hype and talks about how our work as project managers should change to address this critical issue. We will integrate the latest knowledge related to sustainability principles for project managers, and increase the powerful, positive impact of the work we do. This and other IIL Learning in Minutes presentations qualify for PDUs. Some titles, such as Agile-related topics may qualify for other continuing education credits such as SEUs, or CEUs. Each professional development activity yields one PDU for one hour spent engaged in the activity. Some limitations apply and can be found in the Ways to Earn PDUs section that discusses PDU activities and associated policies. Fractions of PDUs may also be reported. The smallest increment of a PDU that can be reported is 0.25. This means that if you spent 15 minutes participating in a qualifying PDU activity, you may report 0.25 PDU. If you spend 30 minutes in a qualifying PDU activity, you may report 0.50 PDU.

PRINCE2 Agile® Foundation: Virtual In-House Training PRINCE2 Agile® provides structure, governance, and control when working with agile concepts, methods, and techniques. It is a solution combining the flexibility and responsiveness of Agile with the clearly defined framework of PRINCE2. PRINCE2 Agile® framework covers a wide range of agile concepts, including SCRUM, Kanban, and Lean Startup. The PRINCE2 Agile® Foundation certificate is designed to help professionals deliver agile projects by tailoring PRINCE2® management controls with a broad toolset of agile delivery techniques and frameworks. PRINCE2 Agile® is an extension module tailored for forward-thinking organizations and individuals already benefiting from PRINCE2®. It provides further guidance on how to apply agile methods to the world's most recognized project management method. The purpose of the Practitioner qualification is to demonstrate that you can apply and tailor PRINCE2 Agile® in a scenario situation. What you will Learn Understand the key aspects of PRINCE2® Understand basic concepts behind common agile ways of working Demonstrate the purpose of combining PRINCE2® with agile Be able to fix and flex the aspects of a project in an agile context Apply the PRINCE2® principles and tailor the themes, processes, and management products to a project in an agile context Incorporate the areas that can support a PRINCE2 Agile® implementation To prepare Participants for the PRINCE2 Agile® Foundation exam Benefits Agile methods allow organizations to realize the benefits of products and potentially an earlier return on investment while products are being developed and improved. Improved communication through the use of common terminology across PRINCE2® and agile disciplines. Develop a clear definition of how agile can govern a project's delivery, while PRINCE2® governs projects as a whole. Seamless integration: PRINCE2 Agile® will complementPMBOK® GuideandAPM Body of Knowledge®just as PRINCE2® does currently. It will also be of interest for Program Managers with MSP® who need to understand how projects relate to the delivery mechanism. The most up-to-date and relevant view of Agile project management methodologies, PRINCE2 Agile® references the 'flow-based' working featured in Kanban in addition to other agile concepts not covered in other qualifications. Introduction - Getting Started Part 1 An overview of PRINCE2 Agile Overview Blending PRINCE2 and Agile What to fix and what to flex Part 2 Agile behaviors ad the PRINCE2 Principles Agile and the PRINCE2 Themes Part 3 Focus areas Agile and the PRINCE2 Processes Examination preparation Examination. Summary - What did we learn, and how can we implement this in our work environment?

PRINCE2® Practitioner: Virtual In-House Training Projects fail for a variety of reasons including poor planning, lack of defined quality criteria, poor understanding of the business drivers, inadequate control, and lack of senior management involvement in other words, lack of a structured best practice approach to project delivery. PRINCE2® (6th Edition is the current version) is a structured, process-based approach for project management providing a methodology which can be easily tailored and scaled to suit all types of projects. It is the de facto standard for project management in the UK Government and is also used extensively in more than 150 countries worldwide with in excess of 20,000 organizations already benefitting from its powerful approach. It can be used easily in combination with PMI®'s PMBOK® Guide to provide a robust project methodology, or to augment an existing PMBOK®-based methodology with additional rigor around areas such as Quality, Organization, and Benefits Realization. The goals of this course are to take participants to the next level of understanding and application of the PRINCE2® methodology and to prepare them to sit the Practitioner exam. Using APMG provided sample exam papers and additional project case studies, participants will learn how to apply what they learned during the Foundation course and how to approach the OTE Practitioner exam, which is aimed at testing their ability to apply PRINCE2® in an actual project environment simulated via a case study provided as part of the exam. What you will Learn You'll learn how to: Tailor and apply the principles, themes, process structure, techniques, and management products of PRINCE2® within a work environment, via carefully selected case studies Define the PRINCE2® 6th Edition method at the Practitioner level Prepare for and take the Practitioner exam Getting Started Introductions Course structure Course goals and objectives Tailoring PRINCE2® Tailoring PRINCE2® Adopting PRINCE2® Tailoring PRINCE2® to suit different projects Adopting PRINCE2® in an organizational environment Controlled Start Recap management products Study business case and risk Study activities and responsibilities in: Starting up a project Initiating a project Controlled Progress Study management products and risk Study activities and responsibilities in: Getting work done Monitoring and reporting Issues and escalation Controlled Close Study Activities and Responsibilities in Closing a Project Activities and roles Roles and Responsibilities Principles Exercise Product-basedPlanning Producing a product breakdown structure (PBS) Producing a product flow diagram (PFD) Linking product breakdown structures and product flow diagrams to product descriptions

Certified Scrum Professional®-ScrumMaster® (CSP®-SM): In-House Training Certified Scrum Professionals challenge their teams to improve the way Scrum and Agile principles are applied. They have demonstrated experience, documented training, and proven knowledge in Scrum. Are you ready to take your knowledge and skillset in your role as Scrum Master to the next level? If so, it's time to elevate your career further by earning the Certified Scrum Professional®-ScrumMaster (CSP®-SM) certification. What you will Learn Learn to find practical solutions and improve your implementation of Scrum in the workplace. Aside from the pride gained and earning potential of attaining CSP® level, you can also: Attend exclusive CSP® events with other leaders in Scrum and Agile Attract more recruiters and command a higher rate of pay Establish a gateway and milestone toward becoming CST®, CEC, or CTC Receive a free premium subscription to the world's largest Agile assessment and continuous improvement platform, Comparative Agility®

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About this Training Course This is a 2 full-day course that is aimed at providing professionals in the Oil & Gas business with a comprehensive set of core negotiating skills. Negotiations take place in many situations e.g. between peers, manager and subordinate, company and trade unions, company and government. The skills learnt on this course will be useful in all of these situations. However, this course puts a focus on the skills needed in commercial negotiations. A particular emphasis is placed on the relationship and negotiations typically carried out between client and contractor, vendor or the provider of services. A mixture of theory, examples and practical exercises are used so that the participants understand the principles and get an opportunity to try them out. The case studies used are real cases encountered in the Oil & Gas industry. Training Objectives Many technical experts find it difficult to move out of their expertise areas and deal with commercial matters. Negotiating to optimise business value is a step further from their comfort zones. All too often negotiations are then left to finance personnel. They bring many strengths to the table but an understanding of engineering trade-offs is not one of them. By the end of this course, the participants will add to their technical know-how a core competence in negotiation skills. They will thus become formidable negotiating opponents. Target Audience The course is intended for middle-managers and technical and other staff who are responsible for contracts, but with limited previous exposure to negotiations, and who will need these skills in the near future. Course Level Intermediate Trainer Your expert course leader is a consultant, manager and engineer with more than 30 years' experience in a broad range of positions. He spent 15 years with the Shell group and during this time, gained extensive negotiating experience with contractors, vendors, service agents, trade unions and purchasers of equipment and products. Over the last 15 years, he has worked with a broad range of multinational businesses across the globe in a wide range of negotiation related roles including: Developing negotiating capability and skillsets Advising on negotiation strategies Establishing Alliances, Joint Ventures and Partnerships, & Remediating Alliances, Joint Ventures and Partnerships He has many years of teaching experience to technical staff - both in a corporate setting, and in an academic setting - for Melbourne University in Melbourne, Australia. Several thousand people from around the world have benefited from his courses. He brings an engineer's practical perspective, and can readily empathize with technical staff making forays into the commercial world of negotiations. He is joint author (with Professor Danny Samson) of Patterns of Excellence ISBN 0273638769, published by Financial Times Management. This has been adopted by a number of blue chip companies as the core text for management development. Corporate Experience: 15 years with Shell in a broad range of international & domestic technical and managerial and change management roles. Consulting Experience: 5 Years with McKinsey Consulting Group 4 Years with Melbourne Business Schoo 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

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