1327 Health courses in Ashford, Kent delivered Live Online

This course explores Autism and the current body of thinking and knowledge around Autistic Spectrum Disorders. This enables learners to consider how to adapt their practice with useful strategies to better support an individual with autism.

The Academic Profiling Test (APT) is an online assessment for students aged 6 to 16. It is designed for use with professional consultants and advisors, who can support your child's learning goals and aspirations. It might be used for finding gaps in their learning, identifying academic strengths or weaknesses, establishing their profile to assist in applying to a new school, or simply to get an independent idea of your child's progress.

Course Outline: What is “Diversity and Inclusion”?  The Cultural Contact Lens - understanding different people's experiences  The Social Ecological Model - understanding how individual elements sit within and impact upon social change  Finding your ‘why’, and the Business Case for D&I  Going above and beyond the Law - the Equality Act (2010) and protected characteristics  Becoming comfortable with feeling uncomfortable  Privilege, power, and the Cycle of Oppression  An introduction to allyship  Summary and questions

NEEODANCE contemporary dance class in studio & online. Skills. Hobby. Network. Exam/audition support.

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.

Are you struggling with the 'creeping kilograms?' Many of us find that not only has our weight increased over the last few years but the diets either no longer work or become harder and harder to commit to. This session will help you re-evaluate your approach to losing weight and give you the foundations for creating a plan that makes it easy for you to reach and maintain a weight that feels right for you. Take away a tool that will enable you to assess your eating type, whether you are a protein or carbohydrate based eater, and eating style, whether you prefer to be a grazer or three meals a day, and develop an eating plan that works for you. You will have the opportunity to: Explore the myths and reality of losing weight Examine self-defeating eating habits and how to replace them with energy enhancing food Learn about one change you can make today that will not only help you lose weight but improve your ability to think and manage your emotions more constructively

Are you an EDI Officer, HR Specialist, Leader or Manager? Or the nominated EDI champion for your team? Maybe you've been given the EDI portfolio on behalf of your Board or department? Or if you're aiming to make a difference via your diverse staff network or union, all change-makers are welcome!

In this webinar, Bev Clough and Laura Pritchard-Jones will introduce their new edited collection, Mental Capacity Law, Sexual Relations, and Intimacy (Bristol University Press). Questions as to the mental capacity of an individual to consent to sex are an increasingly important aspect of legal scholarship and professional practice for those working in care. The Supreme Court judgment in Re JB added new layers of complexity, requiring that a person must be able to understand that the other person needs to consent and can withdraw that consent. While this has been welcomed for asserting the importance of the interpersonal dynamics of sex, it has significant implications for practice and for the day-to-day lives of people with cognitive impairments. We will give an overview of what prompted the collection, and reflect on the themes that emerge through the chapters. We will also reflect on how law has developed since the decision in Re JB and some of the remaining problems this poses.

Most people now use the internet, on a computer or a mobile phone. They use social media to meet and stay in touch with people. Many people with a learning disability have not had any support or advice on how to use the internet and social media. We want to help people to manage their online relationships safely. This is course is for people with a learning disability ONLY The course will cover Making friends on social media Online dating Sharing and receiving images Grooming / Catfishing Legal issues online Privacy and reporting abuse Join our free 2 part course each Thursday: 04/11/24 & 11/11/24 11am- 1pm On Zoom

This is an essential programme for members of staff whose role exposes them to aggressive or violent behaviour. 1 What's happening? Issues around us Risks in context Personal experiences 2 Safety fundamentals Following internal policy and procedure Personal safety and lone working Use of technology 3 Nipping issues in the bud Recognising early warning signs Avoiding causing problems for ourselves 4 Calming - Reaching - Controlling Tips and techniques for potentially calming a situation Reaching and building rapport Accelerants - tips on avoiding accelerating a situation Assertiveness techniques Non-verbal behaviour Active listening and the use of questions and distractions Exploring ways forward and identifying win/wins Avoiding the secondary argument Fogging The 'drama triangle' If all else fails... 5 Harassment, stalking and on-line bulling What constitutes harassment and definition of stalking On-line bullying Steps to take 6 Reporting principles Importance of incidence reporting Taking care of us What next?