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5532 Software courses in Manchester delivered Online

Sage 50 / Payroll Management / Excel / Xero Training

4.9(27)

By Apex Learning

Boost Your Career with Apex Learning and Get Noticed By Recruiters in this Hiring Season! Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Sage 50 Payroll Bundle Now Become an invaluable asset to your company's future and take charge of its finances almost immediately by learning to use Sage 50. Sage 50 Payroll is today's trusted benchmark in money handling, and we can train you to use it without any prior experience. No matter whether you are starting as an accountant in a large company, or having to pay salaries in a private firm, this learning experience can take your career and business to the next level. With a single payment you will gain access to Sage 50 Payroll Advanced Diploma including 10 Career development courses, original hardcopy certificate, transcript and a student ID card. Courses are included with this Sage 50 Payroll Advanced Diploma: Course 01: Sage 50 Training Course 02: Payroll Management Course Course 03: Level 3 Xero Training Course 04: Financial Management Course 05: Accounting and Bookkeeping Level 2 Course 06: Applied Business Analysis Diploma Course 07: Data Analysis in Excel Level 3 Course Course 08: Office Skills Course 09: Effective Communication Skills Course 10: Performance Management Course 11: New Functions in Microsoft Excel 2021 This Sage 50 Payroll Advanced Diploma offers you all the training you will need to take a Payroll Administrator's role and establish your skills with Sage software. Benefits you'll get choosing Apex Learning for this Sage 50: One payment, but lifetime access to 11 CPD courses Learn at your ease - anytime, from anywhere Study the Sage 50 course from your computer, tablet or mobile device CPD accredited Sage 50 course - improve the chance of gaining professional skills Gain valuable experience of Sage 50 without leaving your home Curriculum **Sage 50 Payroll for Beginners** Module 1: Payroll Basics Module 2: Company Settings Module 3: Legislation Settings Module 4: Pension Scheme Basics Module 5: Pay Elements Module 6: The Processing Date Module 7: Adding Existing Employees Module 8: Adding New Employees Module 9: Payroll Processing Basics Module 10: Entering Payments Module 11: Pre-Update Reports Module 12: Updating Records Module 13: e-Submissions Basics Module 14: Process Payroll (November) Module 15: Employee Records and Reports Module 16: Editing Employee Records Module 17: Process Payroll (December) Module 18: Resetting Payments Module 19: Quick SSP Module 20: An Employee Leaves Module 21: Final Payroll Run Module 22: Reports and Historical Data Module 23: Year-End Procedures more............. How will I get my Certificate? After successfully completing the Sage 50 Payroll course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £10 * 11 = £110) Hard Copy Certificate: Free (For The Title Course) CPD 115 CPD hours / points Accredited by CPD Quality Standards Who is this course for? There is no experience or previous qualifications required for enrolment on this Sage 50 Payroll Advanced Diploma. It is available to all students, of all academic backgrounds. Requirements Our Sage 50 Payroll Advanced Diploma is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path This Sage 50 Training will help you stand out from the competition and will help you in procuring jobs like: Bookkeeper Accounts Executive Auditor Staff Accountant Tax Accountant Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Sage 50 Training) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

Sage 50 /  Payroll Management / Excel / Xero Training
Delivered Online On Demand
£45

Understanding Cisco Data Center Foundations (DCFNDU) v1.1

By Nexus Human

Duration 5 Days 30 CPD hours This course is intended for Data center administrators Data center engineers Systems engineers Server administrators Network managers Cisco integrators and partners Data center designers Technical solutions architects Network architects Overview After taking this course, you should be able to: Describe the foundations of data center networking Describe Cisco Nexus products and explain the basic Cisco NX-OS functionalities and tools Describe Layer 3 first-hop redundancy Describe Cisco FEX connectivity Describe Ethernet port channels and vPCs Introduce switch virtualization, machine virtualization, and describe network virtualization Compare storage connectivity options in the data center Describe Fibre Channel communication between the initiator server and the target storage Describe Fibre Channel zone types and their uses Describe NPV and NPIV Describe data center Ethernet enhancements that provide a lossless fabric Describe FCoE Describe data center server connectivity Describe Cisco UCS Manager Describe the purpose and advantages of APIs Describe Cisco ACI Describe the basic concepts of cloud computing The Understanding Cisco Data Center Foundations (DCFNDU) v1.1 course helps you prepare for entry-level data center roles. In this course, you will learn the foundational knowledge and skills you need to configure Cisco© data center technologies including networking, virtualization, storage area networking, and unified computing. You will get an introduction to Cisco Application Centric Infrastructure (Cisco ACI), automation and cloud computing. You will get hands-on experience with configuring features on Cisco Nexus Operating System (Cisco NX-OS) and Cisco Unified Computing System (Cisco UCS). This course does not lead directly to a certification exam, but it does cover foundational knowledge that can help you prepare for several CCNP and other professional-level data center courses and exams. Describing the Data Center Network Architectures Cisco Data Center Architecture Overview Three-Tier Network: Core, Aggregation, and Access Spine-and-Leaf Network Two-Tier Storage Network Describing the Cisco Nexus Family and Cisco NX-OS Software Cisco Nexus Data Center Product Overview Cisco NX-OS Software Architecture Cisco NX-OS Software CLI Tools Cisco NX-OS Virtual Routing and Forwarding Describing Layer 3 First-Hop Redundancy Default Gateway Redundancy Hot Standby Router Protocol Virtual Router Redundancy Protocol Gateway Load Balancing Protocol Describing Cisco FEX Server Deployment Models Cisco FEX Technology Cisco FEX Traffic Forwarding Cisco Adapter FEX Describing Port Channels and vPCs Ethernet Port Channels Virtual Port Channels Supported vPC Topologies Describing Switch Virtualization Cisco Nexus Switch Basic Components Virtual Routing and Forwarding Cisco Nexus 7000 VDCs VDC Types VDC Resource Allocation VDC Management Describing Machine Virtualization Virtual Machines Hypervisor VM Manager Describing Network Virtualization Overlay Network Protocols VXLAN Overlay VXLAN BGP EVPN Control Plane VXLAN Data Plane Cisco Nexus 1000VE Series Virtual Switch VMware vSphere Virtual Switches Introducing Basic Data Center Storage Concepts Storage Connectivity Options in the Data Center Fibre Channel Storage Networking VSAN Configuration and Verification Describing Fibre Channel Communication Between the Initiator Server and the Target Storage Fibre Channel Layered Model FLOGI Process Fibre Channel Flow Control Describing Fibre Channel Zone Types and Their Uses Fibre Channel Zoning Zoning Configuration Zoning Management Describing Cisco NPV Mode and NPIV Cisco NPV Mode NPIV Mode Describing Data Center Ethernet Enhancements IEEE Data Center Bridging Priority Flow Control Enhanced Transmission Selection DCBX Protocol Congestion Notification Describing FCoE Cisco Unified Fabric FCoE Architecture FCoE Initialization Protocol FCoE Adapters Describing Cisco UCS Components Physical Cisco UCS Components Cisco Fabric Interconnect Product Overview Cisco IOM Product Overview Cisco UCS Mini Cisco IMC Supervisor Cisco Intersight Describing Cisco UCS Manager Cisco UCS Manager Overview Identity and Resource Pools for Hardware Abstraction Service Profiles and Service Profile Templates Cisco UCS Central Overview Cisco HyperFlex Overview Using APIs Common Programmability Protocols and Methods How to Choose Models and Processes Describing Cisco ACI Cisco ACI Overview Multitier Applications in Cisco ACI Cisco ACI Features VXLAN in Cisco ACI Unicast Traffic in Cisco ACI Multicast Traffic in Cisco ACI Cisco ACI Programmability Common Programming Tools and Orchestration Options Describing Cloud Computing Cloud Computing Overview Cloud Deployment Models Cloud Computing Services Lab outline Explore the Cisco NX-OS CLI Explore Topology Discovery Configure HSRP Configure vPCs Configure VRF Explore the VDC Elements Install ESXi and vCenter Configure VSANs Validate FLOGI and FCNS Configure Zoning Configure Unified Ports on a Cisco Nexus Switch and Implement FCoE Explore the Cisco UCS Server Environment Configure a Cisco UCS Service Profile Configure Cisco NX-OS with APIs Explore the Cisco UCS Manager XML API Management Information Tree Explore Cisco ACI

Understanding Cisco Data Center Foundations (DCFNDU) v1.1
Delivered OnlineFlexible Dates
Price on Enquiry

Certified Web Developer Pathway with Career Guarantee

By NuYew Ltd

Accelerate Your Web Developer Career: Fast-Track Program with Exams, TOTUM Card & 5-Year Support. Enrol Today! Study methodOnline Duration9 months · Self-paced Access to content5 years CertificationsCompTIA IT Fundamentals CertificationPearson IT Specialist HTML5 Application DevelopmentPearson IT Specialist HTML and CSSPearson IT Specialist PythonPearson IT Specialist AI (Artificial Intelligence)Pearson IT Specialist JavaScriptAdobe Certified Professional PhotoshopAdobe Certified Professional IllustratorAdobe Certified Professional Premier Pro Additional info Exam(s) / assessment(s) is included in price Tutor is available to students TOTUM card included in price Job guarantee programme is included in this course Overview Learn the most in-demand digital skills in the world today with the Nuyew Tech Academy If you have an eye for detail and enjoy being creative, this could be the career for you. Web professionals plan create and code web pages that meet a specification for a client or an employer. You may be involved with the technical and graphical aspects of the website, playing a vital part of the overall look and feel as well as determining the logic of how the website functions to meet the websites intended goal. Certifications CompTIA IT Fundamentals Certification Awarded by CompTIA Pearson IT Specialist HTML5 Application Development Pearson IT Specialist HTML and CSS Pearson IT Specialist Python Pearson IT Specialist AI (Artificial Intelligence) Pearson IT Specialist JavaScript Awarded by Pearson Adobe Certified Professional Photoshop Adobe Certified Professional Illustrator Adobe Certified Professional Premier Pro Awarded by Adobe Description With a national shortage of Web Developers, starting salaries of up to £25,000 per annum (average UK Salary £37,500) and amazing future employed and self-employed career prospects, take the next step today with our Fast Track Web DeveloperProgramme. What you can expect from our Fast Track Programme: World Class Education Energetic and unlimited 24/7 Student Support Real, tangible Career Outcomes 5 Years Career Support and Course Access What our programme includes: Foundation Awards CompTIA ITF+ (IT Fundamentals) Industry Recognised Qualifications Pearson IT Specialist HTML5 Application Development Pearson IT Specialist HTML and CSS Pearson IT Specialist JavaScript Pearson IT Specialist Python Pearson IT Specialist AI (Artificial Intelligence) Adobe Certified Professional Photoshop Adobe Certified Professional Illustrator Adobe Certified Professional Premier PRO Exams Includes all Exams and Unlimited Re-Sits 5 Years Career Support Guarantee As part of our unique Support Guarantee, our Career Support Team will assist you with: CV writing Expert careers advice Interview preparation Identifying and applying for the best opportunities in your area As a student in the Nuyew Tech Academy you will also be given exclusive access to our Career Skills Academy which includes advanced courses on Employability, CV Preparation, Interview Skills and Technique and everything else you need to get ready for your new Career. Who is this course for? This course is open to anyone interested in pursuing a Career in Web Development. Our Foundation Level provides the flexibility for us to accommodate students with any level of previous knowledge and experience. Requirements This course is open to all and has no pre-requisites All you need is a passion for technology and a strong desire to succeed. Career path Our programme is designed to enable you to achieve an Entry Level/Helpdesk role during training (£18k-£24K) ensuring that you also have the vital work experience required to enter the Tech Industry at a higher level (Av Salary £37.5K). Our Career Support Guarantee gives you exclusive access to our dedicated Career Support Team and Advanced Career Skills Academy for 5 Years following Graduation.

Certified Web Developer Pathway with Career Guarantee
Delivered Online On Demand1 hour
£3,196

Interactive Media Design: Creativity & Technology

4.3(43)

By John Academy

Unlock the fusion of creativity and technology with our Interactive Media Design course. Explore design principles, UX/UI strategies, and cutting-edge tools to craft immersive experiences. Master multimedia integration, interactive storytelling, and design for multiple platforms. Elevate your skills in this dynamic blend of creativity and technology for a future-focused career. Enroll now and transform your passion into innovative digital solutions.

Interactive Media Design: Creativity & Technology
Delivered Online On Demand2 hours
£23.99

Advanced JavaScript Topics

By Packt

This course will take you through all the advanced JavaScript topics, such as libraries, frameworks, advanced functions, module patterns, and a lot more. You will also learn how to use object-oriented programming (OOP) and functional programming principles in JavaScript projects.

Advanced JavaScript Topics
Delivered Online On Demand13 hours 52 minutes
£67.99

Advanced Google Ads / AdWords Training - Updated for 2019

By iStudy UK

The course is designed for Google Ads (Google AdWords) practitioners that already have basic knowledge in setting up and running AdWords accounts. The course explores advanced techniques and ideas that I have picked up and developed over 10 years running AdWords campaigns for small to large scale clients. I explain the idea behind each technique and I give you ideas and example cases on how I have used it. I then show you how to set it up step by step inside Google Ads. We also look at how to interpret results and how to apply it to your own campaigns, we look at real data and actual results. What you'll learn Google Ads Campaign Experiments: Best Use Cases, Step-by-Step Setup, Analysis, Implementation Access Google Ads tools for forecasting performance Budget Optimisation techniques using regression formula Advanced Concept Testing: moving beyond A/B ad testing to testing concepts Improving Geotargeting for Local Businesses With A Double Campaign Structure How To Setup, Run, Pivot & Interpret the Paid & Organic Report Make A Strong Argument For Running Branded Ads Using the Paid & Organic Report Identify Opportunities Between Organic & Paid Listings Learn to use a free Google Sheets template for automating and tracking budgets in multiple ad accounts How to find the key pitfalls in any Google Ads account How to Audit a new or existing Google Ads account and find issues to improve upon quickly Utilise Dynamic Ad Customisers for more personalised ads Understand the power of using Google Analytics with Google Ads and be familiar with Audience setup and relevant Google Ads reports in GA Understand attribution models and why the default last click is not always ideal Implement Machine Learning features within Google Ads to benefit your account in ways that human optimisation could never reach Develop a multi-funnel remarketing strategy for GDN and search campaign Requirements Able to set up your own Google Ads account Be confident navigating Google Ads accounts Basic exposure to excel filtering & pivot tables Introduction 1. Introduction 00:02:00 Testing to Ad Concepts 2. Introduction to Ad Concepts 00:02:00 3.Example Ad Concepts 00:04:00 4. Label Setup 00:04:00 5. Reporting on Ad Concepts 00:08:00 Google Ads Paid % Organic Interaction Report 6. Understanding the usefulness of this report 00:03:00 7.Linking Google Ads with Search Console 00:04:00 8.Excel Report Setup & Pivot 00:04:00 9.Identifying Google Ads & SEO Search Term Opportunities 00:02:00 10.CTR Interaction between SEO & SEM 00:06:00 Geolocal Campaigns - Double Campaign Structure 11.The theory behind the double campaign 00:04:00 12.A practical example inside Google Ads 00:03:00 Google Ads Campaign - Experiments (Drafts & Experiments) 13.Introduction to Drafts & Experiments 00:05:00 14.Example experiment Ideas for use 00:06:00 15.Draft & Experiment Setup 00:10:00 16.Report Analysis & explanation of symbols 00:05:00 Automate Budgeting for Multiple Ad Accounts 17. Introduction to the Google Spreedsheet template 00:02:00 18. Data Inputs 00:04:00 19. Reading the sheet output 00:06:00 AdWords Audit 20. Audit Overview 00:02:00 21. Auditing the Account Structure 00:08:00 22. Campaign Settings 00:04:00 23. Auditing on the AdGroup Level 00:10:00 24. Other Things to look for in an Audit 00:08:00 Remarketing Strategy & Implementation 25. Why Remarketing Works 00:03:00 26.GDN Remarketing 00:06:00 27.Remarketing Lists for Search Ads (RLSA) & IF Statements 00:04:00 28. Customer Match (Email Retargeting) 00:01:00 29. Dynamic Remarketing 00:04:00 30. Lookalike Audiences 00:02:00 31. GDN Banner Sizes & Other Things to Consider 00:03:00 32. Audience List Sharing 00:14:00 33. Remarketing with Events 00:06:00 Artificial Intelligence & Machine Learning 34.What is AI & ML 00:06:00 35. Auto Rotate for Budgets & Ads 00:03:00 36.Dynamic Search Ads 00:03:00 37.Smart Bidding Strategies 00:07:00 38.Lookalike Audiences 00:02:00 39.Data Driven Attribution Models 00:03:00 Dynamic Ad Customisers 40.Introduction to Ad Customisers 00:04:00 41. Advantages & Example Uses 00:05:00 42.Setting up the Business Data Feed 00:06:00 43.Best Practice for Ads 00:03:00 Google Analytics for Google Ads 44. The Advantages of linking AdWords with GA 00:04:00 45. Linking GA & AdWords 00:02:00 46. AdWords Reports in GA 00:01:00 47. GA Conversion Tracking & Goal Setup 00:07:00 48. Remarketing Segments in GA 00:13:00 49. Attribution Models in Google Analytics 00:07:00 Using Scripts 50. Introduction to AdWords Scripts 00:04:00 51. 404 Link Checker Script 00:07:00 52. Experiment Results Script 00:07:00 53. Google Ads Audit Script 00:06:00 AdWords Editor 54. Introduction and advantages of AdWords Editor over the online interface 00:04:00 55. Example Uses for AdWords Editor 00:04:00 56.AdWords Editor - what you can't do 00:02:00 Competitor Research Tools 57.Auction Insights displayed graphically 00:17:00 58.3rd Party Competitor Research Tools -SEMrush 00:16:00 Landing Page Software 59.Why Use Landing Page Software 00:06:00 60.Unbounce Walk-through 00:08:00 61. Tracking integration for landing pages 00:09:00 New Features in 2018/19 62.Ad Variations 00:06:00 63.Search Responsive Ads 00:05:00 64. Life Events Audiences 00:04:00 65. Custom Intent Audiences 00:04:00

Advanced Google Ads / AdWords Training - Updated for 2019
Delivered Online On Demand5 hours 44 minutes
£25

Design a room in your home with one to one consultations

By FLOCK interiors

This comprehensive online interior design course includes 12 self study modules, and weekly 1:1 telephone and or video consultations. I will personally guide and inspire you through your creative learning journey.

Design a room in your home with one to one consultations
Delivered OnlineFlexible Dates
£354

Professional Certificate Course in Understanding Project Management Office in London 2024

4.9(261)

By Metropolitan School of Business & Management UK

The Professional Certificate Course in Understanding Project Management Office is designed to equip individuals with a deep understanding of PMO operations and best practices. The course covers various PMO models, functions, and roles, including project portfolio management, governance, risk management, and reporting. Participants will learn how to effectively manage projects, streamline processes, and maximize ROI through expert-led training and hands-on exercises. The course also covers PMO implementation strategies and change management techniques to help individuals succeed in their organizations. Upon completion of this course, participants will have a comprehensive understanding of PMO principles and methodologies, enabling them to enhance their career prospects and add value to their organization. Our Professional Certificate Course in Understanding Project Management Office provides a comprehensive overview of PMO operations and best practices. Learn how to effectively manage projects, streamline processes, and maximize ROI through our expert-led training. Enhance your career prospects and add value to your organization by mastering PMO principles and methodologies. After the successful completion of the course, you will be able to learn about the following, Defining what is a project management office (PMO)? Learning the features, roles and types of PMO Defining what is PMO software? Understanding the structure and functions of PMO. Learning the PMO planning and implementation stages. Understanding the PMO staffing. Defining the PMO charter. Understanding the Key elements of PMO charter. Learning the benefits of PMO for key stakeholders. The Professional Certificate Course in Understanding Project Management Office is designed to equip individuals with a deep understanding of PMO operations and best practices. The course covers various PMO models, functions, and roles, including project portfolio management, governance, risk management, and reporting. Participants will learn how to effectively manage projects, streamline processes, and maximize ROI through expert-led training and hands-on exercises. The course also covers PMO implementation strategies and change management techniques to help individuals succeed in their organizations. Upon completion of this course, participants will have a comprehensive understanding of PMO principles and methodologies, enabling them to enhance their career prospects and add value to their organization. VIDEO - Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Interacting with Lectures/Learning Components Watch this video to gain further insight. Understanding Project Management Office Self-paced pre-recorded learning content on this topic. Understanding Project Management Office Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details. There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course. The certificate is designed to enhance the learner's knowledge in the field. This certificate is for everyone eager to know more and get updated on current ideas in their respective field. We recommend this certificate for the following audience, Project Managers Team Leaders Executives Business Analysts Operations Managers IT Professionals Entrepreneurs Anyone interested in Project Management Office (PMO) Operations. Average Completion Time 2 Weeks Accreditation 3 CPD Hours Level Advanced Start Time Anytime 100% Online Study online with ease. Unlimited Access 24/7 unlimited access with pre-recorded lectures. Low Fees Our fees are low and easy to pay online.

Professional Certificate Course in Understanding Project Management Office in London 2024
Delivered Online On Demand14 days
£40

Diploma in Medical Secretary

4.9(27)

By Apex Learning

Overview This comprehensive course on the Diploma in Medical Secretary will deepen your understanding of this topic.After successful completion of this course, you can acquire the required skills in this sector. This Diploma in Medical Secretary comes with accredited certification, which will enhance your CV and make you worthy in the job market.So enrol in this course today to fast-track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? The Diploma in Medical Secretary program is open to all students, regardless of their prior qualifications or experience. This comprehensive course is specifically designed for individuals aspiring to excel in medical secretarial roles. Whether you have a background in healthcare, administration, or are entirely new to the field, this program is suitable for you.It equips students with the knowledge and skills necessary for success in healthcare administration and medical office management. Requirements Our Diploma in Medical Secretaryhas been designed to be fully compatible with tablets and smartphones. Here are some common requirements you may need: Computer, smartphone, or tablet with internet access. English language proficiency. Required software/tools. (if needed) Commitment to study and participate. There is no time limit for completing this course; it can be studied at your own pace. Career Path Popular Career Paths for a Diploma in Medical Secretary Course: Medical Secretary/Administrative Assistant: £25,000-£35,000 annually. Healthcare Office Manager: £30,000-£45,000 annually. Medical transcriptionist: £20,000-£35,000 annually. Medical Billing Specialist: £25,000-£40,000 annually. Medical Records Technician: £22,000-£35,000. Salary ranges can vary by location and experience. Course Curriculum 2 sections • 11 lectures • 02:53:00 total length •Module 01: Introduction to Medical Secretary: 00:16:00 •Module 2: Organise Schedules: 00:21:00 •Module 3: Maintaining Medical Records: 00:19:00 •Module 4: Effective Filing Systems in Medical Offices: 00:16:00 •Module 5: Confidentiality in a Medical Environment: 00:14:00 •Module 6: Controlling Stocks and Supplies: 00:09:00 •Module 7: Medical Jargon and Terminology: 00:25:00 •Module 8: Maintaining Workplace Safety: 00:20:00 •Module 9: Information Technology in Health Care: 00:14:00 •Module 10: Legal aspects and Ethics: 00:19:00 •Assignment - Diploma in Medical Secretary: 00:00:00

Diploma in Medical Secretary
Delivered Online On Demand2 hours 53 minutes
£12

DP-100T01 Designing and Implementing a Data Science Solution on Azure

By Nexus Human

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

DP-100T01 Designing and Implementing a Data Science Solution on Azure
Delivered OnlineFlexible Dates
£1,785