Duration 3 Days 18 CPD hours This course is intended for This in an intermediate and beyond-level course is geared for experienced Python developers looking to delve into the exciting field of Natural Language Processing. It is ideally suited for roles such as data analysts, data scientists, machine learning engineers, or anyone working with text data and seeking to extract valuable insights from it. If you're in a role where you're tasked with analyzing customer sentiment, building chatbots, or dealing with large volumes of text data, this course will provide you with practical, hands on skills that you can apply right away. Overview This course combines engaging instructor-led presentations and useful demonstrations with valuable hands-on labs and engaging group activities. Throughout the course you'll: Master the fundamentals of Natural Language Processing (NLP) and understand how it can help in making sense of text data for valuable insights. Develop the ability to transform raw text into a structured format that machines can understand and analyze. Discover how to collect data from the web and navigate through semi-structured data, opening up a wealth of data sources for your projects. Learn how to implement sentiment analysis and topic modeling to extract meaning from text data and identify trends. Gain proficiency in applying machine learning and deep learning techniques to text data for tasks such as classification and prediction. Learn to analyze text sentiment, train emotion detectors, and interpret the results, providing a way to gauge public opinion or understand customer feedback. The Hands-on Natural Language Processing (NLP) Boot Camp is an immersive, three-day course that serves as your guide to building machines that can read and interpret human language. NLP is a unique interdisciplinary field, blending computational linguistics with artificial intelligence to help machines understand, interpret, and generate human language. In an increasingly data-driven world, NLP skills provide a competitive edge, enabling the development of sophisticated projects such as voice assistants, text analyzers, chatbots, and so much more. Our comprehensive curriculum covers a broad spectrum of NLP topics. Beginning with an introduction to NLP and feature extraction, the course moves to the hands-on development of text classifiers, exploration of web scraping and APIs, before delving into topic modeling, vector representations, text manipulation, and sentiment analysis. Half of your time is dedicated to hands-on labs, where you'll experience the practical application of your knowledge, from creating pipelines and text classifiers to web scraping and analyzing sentiment. These labs serve as a microcosm of real-world scenarios, equipping you with the skills to efficiently process and analyze text data. Time permitting, you?ll also explore modern tools like Python libraries, the OpenAI GPT-3 API, and TensorFlow, using them in a series of engaging exercises. By the end of the course, you'll have a well-rounded understanding of NLP, and will leave equipped with the practical skills and insights that you can immediately put to use, helping your organization gain valuable insights from text data, streamline business processes, and improve user interactions with automated text-based systems. You?ll be able to process and analyze text data effectively, implement advanced text representations, apply machine learning algorithms for text data, and build simple chatbots. Launch into the Universe of Natural Language Processing The journey begins: Unravel the layers of NLP Navigating through the history of NLP Merging paths: Text Analytics and NLP Decoding language: Word Sense Disambiguation and Sentence Boundary Detection First steps towards an NLP Project Unleashing the Power of Feature Extraction Dive into the vast ocean of Data Types Purification process: Cleaning Text Data Excavating knowledge: Extracting features from Texts Drawing connections: Finding Text Similarity through Feature Extraction Engineer Your Text Classifier The new era of Machine Learning and Supervised Learning Architecting a Text Classifier Constructing efficient workflows: Building Pipelines for NLP Projects Ensuring continuity: Saving and Loading Models Master the Art of Web Scraping and API Usage Stepping into the digital world: Introduction to Web Scraping and APIs The great heist: Collecting Data by Scraping Web Pages Navigating through the maze of Semi-Structured Data Unearth Hidden Themes with Topic Modeling Embark on the path of Topic Discovery Decoding algorithms: Understanding Topic-Modeling Algorithms Dialing the right numbers: Key Input Parameters for LSA Topic Modeling Tackling complexity with Hierarchical Dirichlet Process (HDP) Delving Deep into Vector Representations The Geometry of Language: Introduction to Vectors in NLP Text Manipulation: Generation and Summarization Playing the creator: Generating Text with Markov Chains Distilling knowledge: Understanding Text Summarization and Key Input Parameters for TextRank Peering into the future: Recent Developments in Text Generation and Summarization Solving real-world problems: Addressing Challenges in Extractive Summarization Riding the Wave of Sentiment Analysis Unveiling emotions: Introduction to Sentiment Analysis Tools Demystifying the Textblob library Preparing the canvas: Understanding Data for Sentiment Analysis Training your own emotion detectors: Building Sentiment Models Optional: Capstone Project Apply the skills learned throughout the course. Define the problem and gather the data. Conduct exploratory data analysis for text data. Carry out preprocessing and feature extraction. Select and train a model. ? Evaluate the model and interpret the results. Bonus Chapter: Generative AI and NLP Introduction to Generative AI and its role in NLP. Overview of Generative Pretrained Transformer (GPT) models. Using GPT models for text generation and completion. Applying GPT models for improving autocomplete features. Use cases of GPT in question answering systems and chatbots. Bonus Chapter: Advanced Applications of NLP with GPT Fine-tuning GPT models for specific NLP tasks. Using GPT for sentiment analysis and text classification. Role of GPT in Named Entity Recognition (NER). Application of GPT in developing advanced chatbots. Ethics and limitations of GPT and generative AI technologies.
Generating new leads and new business can be both time-consuming and frustrating. It's not easy - it takes skill, careful preparation and the creation of effective models and methods, even perhaps using formal approaches and scripts. Once generated, a new lead or enquiry must also be carefully managed to maximise the potential revenue it can generate. But it's crucial to get it right. If your company can afford not to worry about getting new business - congratulations! If your company is completely confident that it is performing at peak potential in generating new leads - again, congratulations! But if your company is working in the real world, couldn't your team do with some help, to become even just that little bit more effective, to make the process just that little less painful? This highly practical, intensive workshop gives sales teams the proven strategies and tactics they need to build a sustainable new business pipeline. This course will help participants: Develop a clear and consistent process for new business development and lead-generation Master the secret of effective new business development and lead-generation - 'only sell the appointment or next stage of the sales process, not your product or service' Set and achieve the right level of new business development and lead-generation activity to achieve your personal and organisational sales goals Apply the key principles of effective prospecting and pipeline management using a proven toolkit and approach Overcome the most common 'put-offs' when conducting telephone or face-to-face business-development and lead-generation activities Develop an engaging telephone voice and manner - and a 'networking personality' Qualify potential opportunities with more accuracy on a consistent basis Prioritise opportunities and manage their time when sourcing new business Discover online sources of leads, contacts and referrals Overcome psychological blocks to cold or warm calling - theirs and the client's Identify potential prospects - and decision-makers and influencers within target prospects - with greater accuracy Make outbound sales or appointment calls with improved confidence, control and results Improve the conversion of calls to appointments by using more effective questions and sales messages Get past gatekeepers and assistants more effectively Make the most of your CRM software and systems 1 Online marketing - what works! Workshop overview and learning objectives Choosing your social media channels LinkedIn for sales and marketing Designing and implementing an effective new business email campaign online Creating a lead-generation strategy online - with case studies Avoiding common mistakes in social media marketing Case study: 'Best practice in social media sales and marketing' Using blogs and video-based marketing (eg, YouTube) New trends and how to keep your finger on the 'social media' pulse Twenty essential websites and online marketing tools 2 Making appointments by telephone Planning the call, telephone techniques, integrating with email and online marketing Developing a clear and consistent process to appointment-making Setting and achieving the right level of telephone activity to achieve your appointment goals Applying the key principles of effective prospecting and pipeline management generation, using a proven toolkit and approach Overcoming the most common 'put-offs' to seeing or engaging with you Overcoming psychological blocks to cold or warm calling - yours and the client's Identifying potential prospects - and decision-makers and influencers within target prospects - with greater accuracy Making outbound sales or appointment calls with improved confidence, control and results Improving conversion of calls to appointments by using more effective questions and sales messages The five keys to developing an engaging telephone voice and approaching manner 3 Power networking Strategies for networking and B2B referral-based marketing The importance, and different types, of networking How to work a room - preparation and strategy Communication dynamics in networking - the power of the listening networker Assumptions when networking Business networking etiquette Making connections, asking for cards, contact details and referrals, gaining follow-up commitments Building relationships - follow-up and follow-through 4 Developing new leads Strategies for first-time sales calls Gaining rapport and opening first-time and new business sales calls effectively Advanced consultative selling - questioning techniques to quickly and efficiently uncover opportunities, need areas and preferences Presenting your solution to a new or first-time customer - creating an enthusiastic and compelling personalised and persuasive summary of your proposal Value message - differentiate your solutions clearly and accurately, with tailored value statements Presenting the right initial USPs, features and benefits and making them relevant and real to the customer Smart ways to position price, emphasise value and be a strong player without being the cheapest or leading on price Learn and use advanced techniques to determine customer needs, value and decision-making criteria in depth on a first-time call 5 Organised persistence - CRM and prospect-tracking Organised persistence - sales tracking, following up on 'sleeping' customers, gaining referrals, time and territory management Maintaining a good database for maximising new business ROI Developing a contact strategy with different types and levels of contact Analysing your contact base using state-of-the-art software and tools Making the most of your CRM systems and solutions Understanding that your attitude makes a difference when sourcing new business Setting SMART objectives for new business development and lead-generation Practical exercise - setting personal development and business goals Time management tips to improve daily productivity New business pipeline management strategies for peak sales performance 6 Workshop summary and close Practical exercise - developing your new business action plan Review and feedback
Introduction to Diabetes (2-Day Course) - Norfolk ICB OnlyThis course is for those from the Norfolk ICB only using the unique booking code. Applicants not using this code nor Identifying themselves as Norfolk ICB employees will not be able to attend.Course Description:These two days of comprehensive training are designed for nurses, nurse associates, pharmacists, paramedics, and other Allied Healthcare Professionals (AHPs), and experienced healthcare assistants (HCAs) who are new to or fairly new to the field of diabetes care. If you've recently started seeing patients with diabetes, or are planning to; this course is tailored to provide you with the fundamental knowledge and skills required to confidently care for individuals with diabetes. The primary focus is on adults with Type 2 diabetes, although key recommendations and signposting for patients with Type 1 diabetes will also be covered.Diabetes presents a significant healthcare challenge, costing the NHS £10 billion each year and impacting patients and their families. Primary care professionals play a pivotal role in managing the ever-increasing numbers of people diagnosed with Type 2 diabetes. Good diabetes care is crucial and aligns with national and local policies supported by robust NICE guidance.These interactive days of learning will incorporate various methods, including case studies, to help you progress from basic knowledge to a more confident and positive approach in reviewing and managing patients with diabetes. 2 Day Introduction to diabetes management in primary care (This is intended to provide an overview the programme may change slightly) DAY ONE 09.15 Coffee and registration 09.30 Introduction and course objectives 09.45 Setting the scene - screening, diagnosis, prediabetes, patho-physiology and symptoms, remission in Type 2 diabetes 10.45 Coffee 11.00 Type 1 Vs Type 2 Diabetes 11.20 Metabolic Syndrome and Diagnostic Criteria 11.45 Diabetes Prevention Programme 12.15 Managing Diabetes in Primary Care and Supporting Lifestyle 12.30 Lunch 13.30 Pharmacological Management of Type 2 Diabetes 14.30 Methods for Monitoring Glucose 14.45 Diabetic Emergencies (hypos, HHS and DKA) 15.15 Sick Day Rules 15.30 Action plan, evaluation, and resources 15.45 Close DAY TWO 09.15 Coffee and registration 09.30 Review progress since Day 1 09.45 Macrovascular Complications 10.15 Modifiable Risk Factors leading to CVD 11.00 Coffee 11.20 Cholesterol & Hypertension Management 12.00 Microvascular Complications 12.30 Lunch 13.30 Diabetes and Emotional Wellbeing 14.30 Case Studies 15.30 Q&A, Evaluations 15.45 CloseKey Learning Outcomes for Both Days:Upon completing this course, participants will be able to:1. Explain the physiology of diabetes and differentiate between Type 1 and Type 2 diabetes.2. Discuss methods for diagnosing diabetes and provide information to individuals newly diagnosed with Type 2 diabetes.3. Describe approaches that support achieving remission in Type 2 diabetes.4. Explain basic advice related to a healthy diet, various dietary approaches, and carbohydrate awareness.5. Discuss the modes of action of commonly used non-insulin medications.6. Identify major complications that may arise in individuals with long-standing diabetes and measures to limit or prevent them.7. Describe key advice for patients regarding the recognition and appropriate treatment of hypoglycaemia.8. Discuss DVLA guidance concerning driving and diabetes.9. Explain the risks of acute hyperglycaemia and provide advice to patients on self-managing illness periods.10. Provide examples of referral pathways to other services such as weight management, secondary care, podiatry, structured education, activity, and psychological services.11. Describe the process of routine foot review and factors influencing diabetic foot risk status.12. Discuss local recommendations for the appropriate use of blood glucose and ketone monitoring.13. Explain the key components and processes of an annual diabetes review and a self-management plan.Join us for this comprehensive 2-day course via Zoom and enhance your ability to provide effective diabetes care within primary care settings.
Duration 2 Days 12 CPD hours This course is intended for Built for those supporting a Citrix Virtual Apps and Desktops solution in a help desk or service desk capacity. An ideal candidate for this course interacts with end users to troubleshoot and resolve issues. Overview How to support end-users connecting to Citrix Virtual Apps and Desktops through Citrix Workspace App. How to use Citrix Director to gather information and interact with user sessions. A methodology to approach user related issues to minimize time to resolution. An understanding of the Citrix Virtual Apps and Desktops solution and the role of the components Learn to support end-users accessing virtual apps and desktops as part of a Citrix solution. In this course, you will learn to use Citrix Director to interact with user sessions and to capture information for solving issues or escalating to the administration team. Gain foundational knowledge about the Citrix Virtual Apps and Desktops technology and an understanding of how components interact. You will learn about each component focusing on common user related issues that may arise, and how to apply a methodical approach to solve them using real world scenarios. By the end of the course, you will be able to solve or escalate end-user issues appropriately Fundamental Architecture for the Help Desk Role Citrix Site Infrastructure and Deployment Models The Help Desk Role in the Fundamental Architecture Problem Resolution Methodology Citrix Director and its role in Help Desk Support Citrix Director Role and Purpose Access to Director for Help Desk Administrators Common Director Monitoring Tasks Common Help Desk AdministratorTroubleshooting Tasks Providing and Troubleshooting End User Access End User Access Overview Components between end users and published resources on VDAs User Experience Support End User Access Citrix Workspace App Workspace App Types Deploying Citrix Workspace app Pass though Authentication Supporting Citrix Workspace App User Sessions FlexCast Architecture User Sessions App and Desktop Launch Process User Profiles HDX Technologies Printing Introduction to Printing Printing Components Overview Supporting Printing
Duration 3 Days 18 CPD hours This course is intended for Any IT specialist eager to become an industry recognized expert on Veeam software solutions. Overview This certification is an excellent investment for an IT professional looking to increase productivity, reduce operating costs, increase potential for personal career advancement and gain recognition from the employer and customers. By completing the Veeam Certified Engineer (VMCE) course you should be able to: Get more functionality out of Veeam solutions Identify and resolve issues more efficiently Gain a distinction from your peers The Veeam Certified Engineer (VMCE) course is a 3-day technical deep-dive focused on teaching engineers to architect, implement, optimize and troubleshoot the Veeam software solution. Module 1 Introduction Module 2 Veeam Products Veeam Availability Suite Key Concepts Module 3 Auto Discovery of Backup and Virtual Infrastructure Business Categorization Pre-Defined Alerting Unattended Monitoring Reporting and Dashboards Agentless Data Gathering Hyper-V Specific Features Veeam One Deployment Veeam One Assessment Tool Module 4 Core Components and Their Interaction Optional Components Deployment Scenarios Prerequisites Upgrading Veeam Backup & Replication Module 5 Adding Servers Adding a VMware Backup Proxy Adding a Hyper-V Off-host Backup Proxy Adding Backup Repositories Performing Configuration Backup and Restore Managing Network Traffic Global Notification Settings Getting to Know User Interface Module 6 Creating Backup Jobs Creating Restore Points with VeeamZIP and Quick Backup Backup Copy Replication Creating VM/File Copy Jobs Module 7 SureBackup Recovery Verification SureReplica Module 8 Data Recovery Working with Veeam Backup & Replication Utilities Insight into Recovery from Replica Module 9 Item-Level Recovery Guest OS File Recovery Module 10 Tape Device Support SAN Storage Systems Support Support for Deduplicating Storage Systems Veeam Cloud Connect Veeam Backup Enterprise Manager vCloud Director Support Module 11 Product Editions Comparison Full and Free Functionality Modes Module 12 How to Identify the Problem How to review and analyze the issue Search for additional information Veeam Support
Duration 3 Days 18 CPD hours This course is intended for Any IT specialist eager to become an industry recognized expert on Veeam software solutions. Overview This certification is an excellent investment for an IT professional looking to increase productivity, reduce operating costs, increase potential for personal career advancement and gain recognition from the employer and customers. By completing the Veeam Certified Engineer (VMCE) course you should be able to:Get more functionality out of Veeam solutionsIdentify and resolve issues more efficientlyGain a distinction from your peers The Veeam Certified Engineer (VMCE) course is a 3-day technical deep-dive focused on teaching engineers to architect, implement, optimize and troubleshoot the Veeam software solution. Module 1 Introduction Module 2 Veeam Products Veeam Availability Suite Key Concepts Module 3 Auto Discovery of Backup and Virtual Infrastructure Business Categorization Pre-Defined Alerting Unattended Monitoring Reporting and Dashboards Agentless Data Gathering Hyper-V Specific Features Veeam One Deployment Veeam One Assessment Tool Module 4 Core Components and Their Interaction Optional Components Deployment Scenarios Prerequisites Upgrading Veeam Backup & Replication Module 5 Adding Servers Adding a VMware Backup Proxy Adding a Hyper-V Off-host Backup Proxy Adding Backup Repositories Performing Configuration Backup and Restore Managing Network Traffic Global Notification Settings Getting to Know User Interface Module 6 Creating Backup Jobs Creating Restore Points with VeeamZIP and Quick Backup Backup Copy Replication Creating VM/File Copy Jobs Module 7 SureBackup Recovery Verification SureReplica Module 8 Data Recovery Working with Veeam Backup & Replication Utilities Insight into Recovery from Replica Module 9 Item-Level Recovery Guest OS File Recovery Module 10 Tape Device Support SAN Storage Systems Support Support for Deduplicating Storage Systems Veeam Cloud Connect Veeam Backup Enterprise Manager vCloud Director Support Module 11 Product Editions Comparison Full and Free Functionality Modes Module 12 How to Identify the Problem How to review and analyze the issue Search for additional information Veeam Support
Duration 3 Days 18 CPD hours This course is intended for Project team members & Consultants In this course, students become familiar with logistics invoice verification as the final stage in the external procurement process. Students also learn how to enter invoices relating to purchase orders, block them, and release them for payment. Course Outline Introduction to invoice verification Invoice entry and parking Taxes, cash discounts, and foreign currency Invoices for purchase orders with account assignment Variances with and without reference to an item, invoice blocking reasons Invoice reduction, releasing blocked invoices Delivery costs Subsequent debits and credits Credit memos and cancellations Invoice verification in the background Automated processing GR/IR clearing account maintenance Customizing for invoice verification
Duration 3 Days 18 CPD hours This course is intended for Participants are any IT specialist eager to become an industry recognized expert on Veeam software solutions:System Engineer / Administrator Backup / Virtualization Administrators Pre-Sales / Post-Sales / Solution Architects / Consultants Overview This certification is an excellent investment for an IT professional looking to increase productivity, reduce operating costs, increase potential for personal career advancement and gain recognition from the employer and customers. By completing the Veeam Certified Engineer (VMCE) course you should be able to:Get more functionality out of Veeam solutionsIdentify and resolve issues more efficientlyGain a distinction from your peers The Veeam Certified Engineer (VMCE) course is a 3 day technical deep-dive focused on teaching consultants and engineers to architect, implement, optimize and troubleshoot the Veeam software solution. Introduction Introduction Overview of Veeam products Hypervisor Support Veeam Backup & Replication key features Veeam One key features Veeam Management Pack vCloud Director Support Key concepts Backup Methods Scheduling Changed Block Tracking (CBT) Compression and Deduplication Retention Policy Veeam ONE features and functionality Auto Discovery of Backup and Virtual Infrastructure Business Categorization Pre-Defined Alerting Unattended monitoring Reporting and dashboards Agentless data gathering Hyper-V specific features Veeam One Deployment Veeam One assessment Tool Deployment Solution Architecture Deployment Scenarios Prerequisites Upgrading Veeam Backup & Replication Initial Configuration Adding Servers Adding a VMware Backup Proxy Adding a Hyper-V Offhost Backup Proxy Adding Backup Repositories Performing Configuration Backup and Restore Getting to Know User Interface Performing Backup Creating Backup Jobs Creating VM Copy Jobs Instant VM Recovery Replication (Replication Job, Failover, Failback) Insight into Replication Insight into Failover Insight into Failback SureBackup, SureReplica SureBackup Recovery Verification SureReplica Restore your VMs and Objects Data Recovery Restoring Microsoft Exchange and SharePoint objects Working with Veeam Backup & Replication Utilities 3-2-1 rule (Backup to tape, WAN, Backup Copy) Wan Accelerator Offsite Backup Copy Job Delegate file and VM restores with Veeam Backup Enterprise Manager Veeam Backup Enterprise Manager RESTful API HP StoreVirtual VSA Product Editions Product Editions Comparison Full and Free Troubleshooting How to review and analyze the issue Search for additional information Veeam Support Additional course details: Nexus Humans Veeam Certified Engineer (VMCE) 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 Veeam Certified Engineer (VMCE) 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.
Duration 2 Days 12 CPD hours This course is intended for System Engineers/Administrators; Backup/Virtualization Administrators; Solution Architects/Consultants Overview By the end of the course, students should be able to:Maximize your expertise on consulting/professional services for the Veeam Availability Suite solutionAim for the VMCA title and comply with some of the certifications requirements for Platinum ProPartners and Veeam Accredited Service Partners (VASPs)Gain professional advantage with the highest level of Veeam technical certification This course covers Veeam Availability Suite? design and optimization and is based on best practices from Veeam solutions architects. IntroductionDesign & Sizing DNS and name resolution Veeam backup server Backup and replication database Proxy server Transport modes Repository server WAN accelerator Interaction with hypervisors Infrastructure Stages of Proof of Concept Assessment using Veeam ONE? Important data to collect (Veeam ONE + infrastructure accounts) Security Permissions Design Scenario: Part 1 Discovery Create a design based on the customer environment Optimizations Backup and replication database Proxy server Repository server WAN accelerator Tape Veeam Backup Enterprise Manager Indexing Antivirus on Veeam servers and guest VM (if VSS is used) Protecting Veeam Backup & Replication? configuration Design Scenario: Part 2 Create a design based on the customer?s evolving environment Automation Veeam backup server VMware vSphere tags Audit & Compliance Auditing Compliance SureBackup© and SureReplica Troubleshooting Deep dive into reading log files Common issues Troubleshooting mode (SureBackup/SureReplica)