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
Overview of Intermediate Python Coding Join our Intermediate Python Coding course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Intermediate Python Coding course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Intermediate Python Coding course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! Get a Quick Look at The Course Content: This Intermediate Python Coding Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Intermediate Python Coding. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Intermediate Python Coding course, you can order your CPD Accredited Digital / PDF Certificate for £5.99. Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Intermediate Python Coding is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand. On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level. This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements You don't need any educational qualification or experience to enrol in the Intermediate Python Coding course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Intermediate Python Coding Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Frequently Asked Questions (FAQ's) Q. How do I purchase a course? 1. You need to find the right course on our IOMH website at first. You can search for any course or find the course from the Courses section of our website. 2. Click on Take This Course button, and you will be directed to the Cart page. 3. You can update the course quantity and also remove any unwanted items in the CART and after that click on the Checkout option and enter your billing details. 4. Once the payment is made, you will receive an email with the login credentials, and you can start learning after logging into the portal. Q. I have purchased the course when will I be able to access the materials? After purchasing the course, you should receive an email with the login credentials within 24 hours. Please check your spam or junk folder if you didn't receive it in your inbox. You can access your courses by logging into your account. If you still need any assistance, please get in touch with our Customer Support team by providing the details of your purchase. Q. I haven't received my certificate yet. What should I do? You should receive your Digital Certificate within 24 hours after placing the order, and it will take 3-9 days to deliver the hard copies to your address if you are in the UK. For International Delivery, it will take 20-25 days. If you require any assistance, get in touch with our dedicated Customer Support team, and your queries/issues will be dealt with accordingly. Q. I don't have a credit/debit card, what other methods of payment do you accept? You can make the payment using PayPal or you can Bank Transfer the amount. For Bank transfer you will require an invoice from us and you need to contact our Customer Support team and provide details of your purchase to get the invoice. After that, you will receive an email with the invoice and bank details and you can make the payment accordingly. Q. Can I do the courses from outside UK? We are an online course provider, and learners from anywhere in the world can enrol on our courses using an internet-connected device. Q. When I log into the account it says 'Contact Administrator'. To resolve this issue, please log out of your account and then log back in. Course Curriculum Section 01: Introduction Course Introduction 00:02:00 Course Curriculum 00:05:00 How to get Pre-requisites 00:02:00 Getting Started on Windows, Linux or Mac 00:01:00 How to ask Great Questions 00:02:00 Section 02: Class Introduction to Class 00:07:00 Create a Class 00:09:00 Calling a Class Object 00:08:00 Class Parameters - Objects 00:05:00 Access Modifiers(theory) 00:10:00 Summary 00:02:00 Section 03: Methods Introduction to methods 00:06:00 Create a method 00:07:00 Method with parameters 00:12:00 Method default parameter 00:06:00 Multiple parameters 00:05:00 Method return keyword 00:04:00 Method Overloading 00:05:00 Summary 00:02:00 Section 04: OOPs Object-Oriented Programming Introduction to OOPs 00:05:00 Classes and Objects 00:08:00 Class Constructors 00:07:00 Assessment Test1 00:01:00 Solution for Assessment Test1 00:03:00 Summary 00:01:00 Section 05: Inheritance and Polymorphism Introduction 00:04:00 Inheritance 00:13:00 Getter and Setter Methods 00:12:00 Polymorphism 00:13:00 Assessment Test2 00:03:00 Solution for Assessment Test2 00:03:00 Summary 00:02:00 Section 06: Encapsulation and Abstraction Introduction 00:03:00 Access Modifiers (public, protected, private) 00:21:00 Encapsulation 00:07:00 Abstraction 00:07:00 Summary 00:02:00 Section 07: Python Games for Intermediate Introduction 00:01:00 Dice Game 00:06:00 Card and Deck Game Playing 00:07:00 Summary 00:01:00 Section 08: Modules and Packages Introduction 00:01:00 PIP command installations 00:12:00 Modules 00:12:00 Naming Module 00:03:00 Built-in Modules 00:03:00 Packages 00:08:00 List Packages 00:03:00 Summary 00:02:00 Section 09: Working Files with Pandas Introduction 00:02:00 Reading CSV files 00:11:00 Writing CSV files 00:04:00 Summary 00:01:00 Section 10: Error and ExceptionHandling Introduction 00:01:00 Errors - Types of Errors 00:08:00 Try - Except Exceptions Handling 00:07:00 Creating User-Defined Message 00:05:00 Try-Except-FinallyBlocks 00:07:00 Summary 00:02:00
Build 9 projects to master 2 essential and modern technologies: Python and PostgreSQL
This course explains how huge chunks of data can be analyzed and visualized using the power of the data analyst toolbox. You will learn Python programming, advanced pivot tables' concepts, the magic of Power BI, perform analysis with Alteryx, master Qlik Sense, R Programming using R and R Studio, and create stunning visualizations in Tableau Desktop.
About this Training Course This 3 full-day course provides a sound review of Pipeline Integrity Management strategies, in compliance with regulatory requirements, including self-assessment. The course is highly interactive and takes the form of lectures and case studies. On completion of the course, the participants will have a solid understanding of the procedures, strengths, limitations, and applicability of the main issues that comprise a Pipeline Integrity Management Program. The course incorporates API 1160 / 1173 and ASME B31.8S, and explains in detail the pipeline integrity requirements described in these standards. This course can also be offered through Virtual Instructor Led Training (VILT) format. Training Objectives Objectives of this course: Explore the latest techniques used to develop a comprehensive integrity management program covering both pipelines and their associated facilities Determine the necessary elements of such a program described in detail with examples of typical program content including an overarching view of where detailed risk analysis and defect assessment fits in the program Understand the scopes and contents of pipeline integrity standards i.e. API 1160 / 1173 and ASME B31.8S On completion of this course, the participants will be able to understand: Codes used in developing Integrity Management Plans, API 1160 / 1173 and ASME B31.8S, others The elements of an Integrity Management Plan Threat assessment Critical aspects of risk assessment Prevention and mitigation measures Characteristics and limitations of different inspection methods A risk-based approach to maintenance Target Audience The course is intended for supervisors, engineers and technicians responsible for ensuring the adequate protection of pipeline assets. In addition, maintenance planners, regulators and service providers to the pipeline industry will also benefit from attending this course. Course Level Basic or Foundation Trainer Your expert course leader is a Ph.D. Metallurgical Engineer with advanced expertise in asset integrity management of oil & gas production facilities, corrosion control, materials selection, chemical treatments, pipeline pigging, inspections, fitness-for-service evaluations, failure analysis and related consulting. He has 40 years of experience working for BP in Asia and South America, Amoco in the US, Intertek, and four years with Applus-Velosi in Southeast Asia. Practical Work Experience: AIM consultant with focus on Southeast Asia operations and clients Direct technical interface with clients on Velosi services Technical consultant for ongoing regional contracts and lead roles as auditor, instructor or facilitator Main clients have included the following organisations: BP and Vico Indonesia, Pertamina Offshore Northwest Java and West Madura Offshore (Indonesia), NCSP (Vietnam), ADCO-OPCO (Abu Dhabi), Thang Long (Vietnam), Exxon-Mobil (Malaysia) and Mubadala Petroleum (Indonesia). 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
About this Training Subsea pipelines play a critical role in the transportation of hydrocarbons (e.g. oil and gas) from offshore production sites to onshore facilities or other platforms. This course will cover design and construction of subsea pipelines with respect to: design for pressure containment, design for collapse, on-bottom stability, freespans, global (lateral and upheaval buckling), corrosion, materials selection, cathodic protection and coatings. Training Objectives Upon completion of this course, participants will be able to understand: Issues and challenges in subsea pipeline design Methods in applying pipeline design codes Techniques in how to specify a pipeline Key considerations in the main methods of pipeline construction Methods and issues surrounding pipeline intervention Target Audience The course is recommended for anyone who wish to gain in-depth knowledge and appreciation of the fundamental principles of the design and construction of subsea pipelines, including: Team Leaders Senior Managers (Line and Function) Project Managers Graduate Engineers Pipeline Engineers Senior Pipeline Engineers Subsea Engineers Integrity Engineers Quality Assurance Engineers Key Contractor's Management Course Level Basic or Foundation Trainer Your expert course leader is a subsea pipeline consultant with extensive experience in the design, construction, and installation of subsea pipelines for the oil and gas industry. As a consultant, he provides technical expertise and support to clients on all aspects of subsea pipeline projects, from the initial planning and design phase through to construction and commissioning. He is knowledgeable about industry standards, regulations, and best practices for subsea pipelines, and works closely with clients to ensure that projects are delivered safely, on time, and within budget. He has over thirty years' experience in early concept and front-end studies for the initiation of numerous high value upstream oil and gas projects worldwide. He has worked for both Operating Companies and Consultants managing the FEL process for complex, multi-discipline and technically challenging concepts, combining both his technical and project management skills. He has been working with companies like ExxonMobil, Quantum Power, North Caspian Operating Company, OMV Petrom, Port Meridian, BG Group, and etc. 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 Virtual Instructor Led Training (VILT) The 5 half-day Piping Stress Engineering Virtual Instructor Led Training (VILT) course will systematically expose participants to: The theory and practice of piping stress engineering, with special reference to ASME B 31.1 and ASME B 31.3 Standards. The basic principles and theories of stress and strain and piping stress engineering, through a series of lessons, case study presentations, in-class examples, multiple-choice questions (MCQs) and mandatory exercises. Principal stresses and shear stresses which form the backbone of stress analysis of a material. Expressions for these quantities will be derived using vector algebra from fundamentals. Thermal stress-range, sustained and occasional stresses, code stress equations, allowable stresses, how to increase flexibility of a piping system, cold spring. The historical development of computational techniques from hand calculations in the 1950s to the present-day software. Training Objectives On completion of this VILT course, participants will be able to: Identify potential loads the piping systems and categorise the loads to primary and secondary. Determine stresses that develop in a pipe due to various types of loads and how to derive stress-load relationships, starting from scratch. Treat the primary and secondary stresses in piping system in line with the intent of ASME Standards B 31.1 and B 31.3 and understand how the two codes deal with flexibility of piping systems, concepts of self-springing and relaxation/shake down, displacement stress range and fatigue, what is meant by code compliance. Understand the principles of flexibility analysis, piping elements and their individual effects, flexibility factor, flexibility characteristic, bending of a curved beam and importance of virtual length of an elbow in the flexibility of a piping system. Learn stress intensification factors of bends, branch connections and flanges. Understand how the stresses in the material should be controlled for the safety of the piping system, the user and the environment. Examine how codes give guidance to determine allowable stresses, stress range reduction due to cyclic loading, and effects sustained loads have on fatigue life of piping. Confidently handle terminal forces and moments on equipment. Understand the supplementary engineering standards required to establish acceptance of the equipment terminal loads and what can be done when there are no engineering standard governing equipment terminal loads is available and learn the techniques of local stress analysis. Get a thorough understanding of the concepts and the rules established by the ASME B 31.1 and ASME B 31.3 Standards. Perform flange load analysis calculations based on Kellogg's Equivalent Pressure method & Nuclear Code method. Perform the same using a piping stress analysis software and check for flange stresses and leakage. Confidently undertake formal training of piping stress analysis using any commercial software, with a clear understanding of what happens within the software rather than a 'blind' software training and start the journey of becoming a specialist piping stress engineer. Target Audience The VILT course is intended for: Recent mechanical engineering graduates who desire to get into the specialist discipline of Piping Stress Engineering. Junior mechanical, chemical, structural and project engineers in the industry who wish to understand the basics of Piping Stress Engineering. Engineers with some process plant experience who desire to progress into the much sought-after specialist disciplines of Piping Stress Engineering. Mechanical, process and structural engineers with some process plant experience who desire to upskill themselves with the knowledge in piping stress engineering and to become a Piping Stress Engineer. Any piping engineer with some pipe stressing experience in the industry who wish to understand the theory and practice of Piping Stress Engineering at a greater depth. A comprehensive set of course notes, practice exercises and multiple-choice questions (MCQs) are included. Participants will be given time to raise questions and participants will be assessed and graded based on responses to MCQs and mandatory exercises. A certificate will be issued to each participant and it will carry one of the three performance levels: Commendable, Merit or Satisfactory, depending on how the participant has performed in MCQs and mandatory exercises. Training Methods The VILT course will be delivered online in 5 half-day sessions comprising 4 hours per day, with 2 breaks of 10 minutes per day. Course Duration: 5 half-day sessions, 4 hours per session (20 hours in total). Trainer Your expert course leader is a fully qualified Chartered Professional Engineer with over 40 years of professional experience in Oil & Gas (onshore and offshore), Petrochemical and Mining industries in engineering, engineering/design management and quality technical management related to plant design and construction. At present, he is assisting a few Perth based oil & gas and mining companies in detail engineering, piping stress analysis, feasibility study and business development work related to plant design. He is a pioneer in piping stress engineering in Western Australia. His recent major accomplishments include the following roles and challenges: Quality Technical Support Manager of USD 54 billion (Gorgon LNG Project). This encompassed management of quality technical services connected with Welding, Welding Related Metallurgy, Non-Destructive Examination, Insulation /Refractory /Coating, AS2885 Pipelines Regulatory Compliance and Pressure Vessel Registration. Regional Piping Practice Lead and Lead Piping Engineer of Hatch Associates. In this role, he was responsible for providing discipline leadership to several mining projects for BHP Billiton (Ravensthorpe), ALCOA-Australia (Alumina), Maáden Saudi Arabia (Alumina), QSLIC China (Magnesium), COOEC China (O&G Gorgon). He was actively involved in the development of piping engineering practice in WA, including training and professional development of graduate, junior and senior engineers. This also includes the formation of the Piping Engineering Specialist Group. Lead Piping/Pipe Stress Engineer on ConocoPhillips' (COP) Bayu Undan Gas Recycle, Condensate production and processing platform. He was able to develop several novel design methodologies for the project and provided training to engineers on how to implement them. These methodologies were commended by COP and the underwriters of the project Lloyds Register of Shipping, UK. Creator of Piping Engineering Professional Course aimed at global engineering community. Professional Affiliations: Fellow, Institution of Mechanical Engineers, UK (IMechE) Fellow, Institution of Engineers, Australia (EA), National Register of Engineers (NER) Member American Society of Mechanical Engineers, USA (ASME) Honorary Life Member, Institution of Engineers, Sri Lanka (IESL) 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
Windows PowerShell training course description This course is intended for IT Professionals who are already experienced in general Windows Server and Windows Client administration, and who want to learn more about using Windows PowerShell for administration. No prior experience with any version of Windows PowerShell, or any scripting language, is assumed. This course is also suitable for IT Professionals already experienced in server administration, including Exchange Server, SharePoint Server, SQL Server, System Center, and others. What will you learn Work with Windows PowerShell pipeline. Query system information by using WMI and CIM. Work with variables, arrays, and hash tables. Write advanced scripts in Windows PowerShell. Administer remote computers. Use advanced Windows PowerShell techniques. Windows PowerShell training course details Who will benefit: IT professionals. Prerequisites: Supporting Windows Server Duration 5 days Windows PowerShell training course contents Getting started with Windows PowerShell Overview and background of Windows PowerShell, Understanding command syntax, Finding commands. Hands on Configuring Windows PowerShell console & ISE application. Hands on Finding and running basic commands, Using the About files. Cmdlets for administration Active Directory administration cmdlets, Network configuration cmdlets, Other server administration cmdlets. Hands on Windows Administration. Creating and managing Active Directory objects, Configuring network settings on Windows Server, Creating a web site. Working with the Windows PowerShell pipeline Understanding the pipeline, Selecting, sorting, and measuring objects, Filtering objects out of the pipeline, enumerating objects in the pipeline, Sending pipeline data as output. Hands on Using the pipeline. Selecting, sorting, and displaying data. Hands on Filtering objects. Hands on Enumerating objects. Hands on Sending output to a file. Exporting user information to a file. Understanding how the pipeline works Passing the pipeline data, Advanced considerations for pipeline data. Hands on Working with pipeline parameter binding. Predicting pipeline behaviour. Using PSProviders and PSDrives Using PSProviders, Using PSDrives. Hands on Using PSProviders and PSDrives Creating files and folders on a remote computer, Creating a registry key for your future scripts, Create a new Active Directory group. Querying system information by using WMI and CIM Understanding WMI and CIM, Querying data by using WMI and CIM, Making changes with WMI/CIM. Hands on Working with WMI and CIM. Querying information by using WMI, Querying information by using CIM, Invoking methods. Working with variables, arrays, and hash tables Manipulating variables, arrays and hash tables. Hands on Working with variables, Using arrays, Using hash tables. Basic scripting Introduction to scripting, Scripting constructs, Importing data from files. Hands on Basic scripting. Setting a script, Processing an array with a ForEach loop, Processing items by using If statements, Creating a random password, Creating users based on a CSV file. Advanced scripting Accepting user input, Overview of script documentation, Troubleshooting and error handling, Functions and modules. Hands on Accepting data from users. Querying disk information from remote computers, Updating the script to use alternate credentials, Documenting a script. Hands on Implementing functions and modules. Creating a logging function, Adding error handling to a script, Converting a function to a module. Administering Remote Computers Using basic Windows PowerShell remoting, Using advanced Windows PowerShell remoting techniques, Using PSSessions. Hands on Using basic remoting. Enabling remoting on the local computer, Performing one-to-one remoting, Performing one-to-many remoting. Hands on Using PSSessions. Using implicit remoting, Managing multiple computers. Using background jobs and scheduled jobs Using background jobs, Using scheduled jobs. Hands on Using background jobs and scheduled jobs. Starting and managing jobs, Creating a scheduled job. Using advanced Windows PowerShell techniques Creating profile scripts, Using advanced techniques. Hands on Practicing advanced techniques. Creating a profile script, Verifying the validity of an IP address, Reporting disk information, Configuring NTFS permissions, Creating user accounts with passwords from a CSV file. Hands on Practicing script development (optional)
This course will teach you how to link ChatGPT's API directly into your applications and solutions. Learn to integrate the API into Power Apps. Build any business application you want using Power Apps, which can now incorporate ChatGPT. Extend ChatGPT to any platform, including React, Webflow, Zapier, Excel, and so on.
Face to face One to one.