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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.

Learn the basics of Data Science, combining a supported #CISCO Skills for All online course with practical learning and a project to help consolidate the learning.

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Duration 2 Days 12 CPD hours This course is intended for Executives, Project Managers, Business Analysts, Business and IT stakeholders working with analysts, Quality and process engineers, technicians, managers; supervisors, team leaders, and process operators; anyone who wants to improve their Business Analysis skills. Overview After completing this course, students will know how to: Plan, manage and close requirements for software development project in reduced time using Agile Scrum practices Minimize project uncertainty and risk by applying Agile principles through the Scrum method Ensure your project delivers required functionality and adds value to the business Create an environment of self-management for your software development team that will be able to continuously align the delivered software with desired business needs, easily adapting to changing requirements throughout the process. Learn how to apply Agile Scrum by measuring and evaluating status based on the undeniable truth of working, testing software, creating a more accurate visibility into the actual progress of projects. Many of today?s Project Management and Business Analyst Professionals are finding themselves leading, managing and analyzing on Agile development teams - only to find that many of the tools and techniques applied when using a traditional project management approach no longer work as effectively or at all. In order to do more than survive in this iterative development environment, today?s Project Manager and Business Analyst must employ additional project management and business analysis tools and techniques to effectively lead their teams and deliver their projects. Introduction - Fundamentals of Agile Why Agile? Exercise 1a: Waterfall-Lean-Agile Simulation History & Mindset: Understand how the agile approach arose. The Agile Lifecycle Introducing Agile to the organization Roles and Responsibilities on an Agile project team. Understand the purpose, the concepts, the theory, and some applications around the importance of people as individuals providing value through working in teams. Establishing core hours - How will the team work during a day? How to build end-to-end systems in early iterations Exercise 1b: How to build end-to-end systems in early iterations Planning and Managing Business Analysis Communication and Performance Agile and CMMI Exercise 1c: Case Study Project Assembling the team ? Scrum Roles Value-Driven Development: Understand why agile development focuses so heavily on working products, its more general casting as 'value-driven' development, with incremental, iterative and risk-driven approaches. Themes, theory and applications. Exercise 2a: Identify the ?Product Owner? Identify Project Success Criteria Exercise 2b: Review the Scrum Cheat Sheet Establish your Agile team using RACI Exercise 2c: Build the Scrum Team Define the Product and Project Vision Envision the Product and Project outcomes Exercise 3a: Review Agile Checklist Project Chartering (Project Planning) Assemble the Agile project team ? what are their responsibilities? Compile the Product Backlog (Coarse-Grain Requirements) Discuss how to Plan Sprints and Releases Exercise 3b: Product Vision ? Goals and Strategies Establish the Project ?time-box? Exercise 3c: Create a Release Plan Embrace the High-Level (Coarse-Grain) Plan Managing different types of Personas on an Agile Project Identifying and managing ?Information Radiators? Planning in Agile Projects ? Common practices that work Determine how the team will tracking and monitoring activities Exercise 3c: Establish the Project Time-box Tools and Techniques ? Building the Scrum Task board Communications Exercise 4a: Discussion ? Tools and Techniques for Scrum Planning, Monitoring and Adapting Scrum Task Board Exercise 4c: Create a Scrum Task board ? Identify work streams Agile Estimating Agile Analysis and Design Burndown Chart Team Velocity Soft Skills Negotiation Estimating ad Prioritizing Effort Planning Releases. Understand the value, the concepts, the theory and some applications for learning and adapting at all levels and on all topics (the product, the process, the team, and the organization). Exercise 5a: Brainstorm Business Functionality Establishing decision and acceptance criteria for user stories Planning Poker Exercise 5b: Estimate Effort (Coarse-Grain) Prioritize themes and releases Prioritize user stories Exercise 5c: Confirm the Estimated Effort (Fine Grain) Estimating team velocity Preparing for change ? Is the organization ready? Exercise 5d: Hold a daily Scrum and update the Scrum Task Board Exercise 5e: Conduct a Scrum or Scrums Plan the Iteration (Sprint) Sprint Zero activities Elements of a successful Sprint Planning meeting Create a Sprint Backlog How to create a task board Exercise 6a: Using the case study ? Review Iteration Planning Checklist Create a Sprint plan ? Establishing Sprint success metrics Exercise 6b: Discussion Sprint ?Zero? Activities Define the vision and Iteration Requirements Estimating the level of effort (LOE) with the team Creating user Stories for the Product Backlog -Guidelines to consider The art of slicing user stories Exercise 6c: Review the Sprint Plan Managing the Solution Scope and Requirements using 2-4 week Sprints Exercise 6d: Adapting a change-driven Project plan that works Adapting a change-driven (Agile) Project plan that works ? what are the key differences from traditional (waterfall) project plans? Finalize the Iteration Plan and how the team will operate Running the Sprint - from Planning to Review and Retrospective Managing your Scrums and setting expectations with your team Exercise 7a: Using the case study ? Review the Review Planning checklist Using Burndown charts to track progress Exercise 7b: Using the case study ? Review the Review Retrospective checklist Manage changes during the Sprint ? What questions to ask Prepare for the Sprint Review Exercise 7c: Review of roles - Quiz Obtain Customer Acceptance of the Product Increment Hold a Sprint Retrospective - What is working and what needs to be improved upon during the Sprints Update the product backlog - Rework the High-Level (Coarse-Grain) Plan Plan and Execute the next Sprint Create an environment for continuous improvement ? Product, Process and People Additional Information Useful books and links on Agile

Comic Book Animation in After Effects Course Overview This course on Comic Book Animation in After Effects offers a comprehensive introduction to creating dynamic comic-style animations using industry-standard software. Learners will explore essential techniques such as halftone image creation and designing engaging title animations, equipping them with the skills to produce visually compelling animated content. By mastering these tools and concepts, participants will enhance their creative portfolio and develop valuable expertise applicable to graphic design, animation, and digital media projects. The course is designed to guide learners through each stage of the animation process with clear instructions, ensuring they gain confidence and competence in applying After Effects to comic book-style visuals. Whether for personal creative projects or professional development, this course provides a solid foundation for animators and designers interested in this unique artistic style. Course Description This course delves into the techniques of animating comic book visuals within Adobe After Effects, starting from fundamental principles to more advanced animation effects. Topics include creating distinctive halftone patterns to mimic classic comic aesthetics and crafting dynamic title animations that capture attention. Learners will experience a structured learning journey, covering key software features, layer management, and animation principles tailored to comic art styles. Throughout the course, participants will build their ability to manipulate graphic elements creatively, enhancing storytelling through animation. The instructional approach emphasises clarity and progression, enabling learners to produce polished animations suitable for multimedia projects, marketing content, or entertainment media. Graduates will possess a versatile skill set relevant to digital animation, graphic design, and visual effects industries in the UK and beyond. Comic Book Animation in After Effects Curriculum: Module 01: Introduction Module 02: Create Halftone Images Module 03: Create a Comic Book Title Animation (See full curriculum) Who is this course for? Individuals seeking to develop skills in comic book-style animation. Professionals aiming to enhance their digital animation and graphic design portfolio. Beginners with an interest in animation and digital visual effects. Creatives looking to specialise in comic-inspired multimedia content. Career Path Motion Graphics Animator Digital Content Creator Graphic Designer specialising in animation Visual Effects Artist Multimedia Producer

Diploma in Culinary Skills: Master Essential Cooking Skills online Course Overview The Diploma in Culinary Skills: Master Essential Cooking Skills course offers an in-depth exploration of fundamental cooking techniques, focusing on building essential skills for a successful career in the culinary arts. This course covers a range of cooking methods, knife skills, food preparation techniques, and plating styles, all designed to help learners develop a comprehensive understanding of cooking. Whether you're an aspiring chef or someone looking to enhance your culinary expertise, this course provides the perfect foundation for mastering cooking skills. Upon completion, learners will be able to demonstrate proficiency in various cooking methods, prepare a variety of dishes with confidence, and understand key culinary principles. Course Description The Diploma in Culinary Skills: Master Essential Cooking Skills online course takes learners through a structured series of modules that cover essential cooking skills, including knife handling, cooking techniques, flavour balancing, and presentation. Students will also learn about kitchen organisation, cooking tools, and understanding the science behind cooking processes. This course is designed to help learners refine their abilities in preparing a wide range of dishes, from basic to more complex recipes. The course includes clear, step-by-step instructions to ensure a comprehensive learning experience. By the end of the course, learners will have gained valuable skills that can be applied in a variety of culinary environments, whether at home or professionally. Diploma in Culinary Skills: Master Essential Cooking Skills online Curriculum: Module 01: Introduction to Culinary Skills Module 02: Knife Skills and Kitchen Organisation Module 03: Cooking Techniques and Methods Module 04: Balancing Flavours and Seasoning Module 05: Plating and Presentation Techniques Module 06: Advanced Cooking Techniques Module 07: Understanding Ingredients and Food Pairings Module 08: Health and Safety in the Kitchen Module 09: Recipe Creation and Menu Design Module 10: Preparing for a Culinary Career (See full curriculum) Who is this course for? Individuals seeking to pursue a career in the culinary industry. Professionals aiming to enhance their cooking skills and knowledge. Beginners with an interest in learning the art of cooking. Home cooks looking to improve their culinary abilities. Career Path Chef Sous Chef Catering Manager Restaurant Manager Food Stylist Kitchen Assistant Recipe Developer

This course, worth 30 hours of verifiable CPD, will demonstrate your ability to grade and reflect upon your impression technique and demonstrate competence to take impressions unsupervised under prescription. Learn about the Cavity Training Impression Taking Course The course is suited to nurses who aspire to treat patients directly and to take impressions or scan for impressions under the prescription of a registered dentist or clinical dental technician. To enrol, you must be GDC-registered, work in surgery and hold indemnity insurance. (extended duties) You will need a GDC registered dental professional able and willing to supervise you. You also need to complete an Anaphylaxis Awareness course – we offer a free CPD course for this. Frequently Asked Questions How long is the course? The course duration is 2 to 6 months. When are the classes held? You will attend a live webinar class for two Saturday mornings. Is there an exam at the end? There is no exam at the end, you need to successfully complete 24 assessments with your practice mentor and a complete a 500 word dissertation. What qualifications do I need to start the course? Preferable English and Maths level 4 and above, you must also be GDC registered. What opportunities for progression is there? This qualification allows candidates to further progress onto various post registration qualifications or career opportunities, such as: The Certificates in Orthodontic Nursing Extending a career in prosthetics. Training as a Lab Technician Course Dates 13th - 27th April 2024 9:30am - 1:30pm 11th - 25th May 2024 9:30am - 1:30pm 8th - 22nd June 2024 9:30am - 1:30pm 13th - 27th July 2024 9:30am - 1:30pm 3rd - 17th August 2024 9:30am - 1:30pm 7th - 21st September 2024 9:30am - 1:30pm Costs £180.00 per person (inc. VAT) Please choose from one of the course dates above. Each course is 2 days. The dates above indicate the 2 days of the course.

Vegan Nutrition and Cooking Diploma Course Overview The Vegan Nutrition and Cooking Diploma is designed for those looking to explore the principles of plant-based nutrition and master the art of vegan cooking. This comprehensive course covers the essentials of vegan diets, from nutritional planning to meal preparation, providing learners with the knowledge to create balanced and nourishing meals. By completing this diploma, learners will gain a deep understanding of the nutritional needs of a vegan lifestyle and how to prepare a wide range of meals that promote health and well-being. Whether for personal growth or professional development, this course offers a solid foundation in vegan nutrition and cooking, empowering individuals to adopt or teach others about a plant-based lifestyle. Course Description This course delves into the science of vegan nutrition, focusing on the key nutrients required for optimal health, such as protein, vitamins, and minerals. Learners will explore vegan food groups, how to create well-rounded meals, and learn cooking techniques suited to plant-based diets. The course also includes practical advice on meal planning, food substitutions, and how to cater for different dietary needs within a vegan framework. Through the course, students will develop the skills to prepare a variety of vegan dishes, from quick snacks to elaborate meals, enabling them to create nutrient-dense menus for different occasions. By the end of the course, learners will have the expertise to confidently advise on vegan nutrition and create diverse, balanced, and flavourful vegan meals. Vegan Nutrition and Cooking Diploma Curriculum Module 01: Vegan Nutrition and Cooking Diploma Module 02: Vegetarian and Vegan Nutritionist Diploma (See full curriculum) Who is this course for? Individuals seeking to transition to a vegan lifestyle. Professionals aiming to expand their knowledge in nutrition and cooking. Beginners with an interest in plant-based nutrition and cooking. Health-conscious individuals wishing to explore vegan diets. Aspiring chefs looking to specialise in vegan cuisine. Career Path Vegan Chef or Cook Nutrition Consultant for Plant-Based Diets Health and Wellness Coach Recipe Developer or Food Blogger Culinary Instructor specialising in Vegan Cooking Food Product Development for Vegan Brands

Advanced Video Animation Training With Vyond Course Overview: This Advanced Video Animation Training with Vyond course is designed for individuals looking to enhance their video animation skills using Vyond, a powerful platform for creating dynamic and engaging animated videos. The course covers a wide range of advanced techniques and tools, including character design, custom animations, scene transitions, and professional video production processes. Learners will gain an in-depth understanding of the Vyond platform, enabling them to create high-quality animated content for various purposes such as marketing, education, and corporate training. By the end of the course, learners will have the skills necessary to produce polished, professional animations and effectively communicate ideas through compelling video content. Course Description: In this course, learners will dive into advanced Vyond features, mastering the art of animation design. Topics include creating custom characters, animating objects and text, using Vyond's extensive asset library, and applying advanced motion paths and transitions to bring content to life. Learners will explore techniques for creating professional-level videos for different industries, from corporate training videos to educational and promotional materials. The course also focuses on optimising content for various formats and platforms, ensuring learners can produce content suitable for social media, presentations, and more. Throughout the course, learners will develop a solid understanding of Vyond’s advanced animation capabilities, improving their ability to communicate through engaging, well-crafted videos. Advanced Video Animation Training With Vyond Curriculum: Module 01: Introduction to Advanced Vyond Features Module 02: Creating Custom Characters and Scenes Module 03: Advanced Animation Techniques Module 04: Using Motion Paths and Transitions Module 05: Video Production and Editing with Vyond Module 06: Optimising Videos for Various Platforms Module 07: Final Project: Creating a Professional Animation (See full curriculum) Who is this course for? Individuals seeking to create advanced animated videos for business or personal projects. Professionals aiming to enhance their skills in animation and video content creation. Beginners with an interest in video production or animation design. Content creators looking to produce engaging video content for digital platforms. Career Path: Animation Designer Video Production Specialist Digital Marketing Specialist Corporate Trainer (specialising in video content) Multimedia Specialist

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