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.
Overview Learn to lead and motivate a workforce dedicated to providing the best care for residents and patients of all ages. This comprehensive course will train you to manage staff responsible for the support of patients and clients in residential or temporary facilities. The Leadership for Health and Social Care in UK Health Systemcourse is an excellent way to acquire the knowledge and leadership skills needed to organise a workforce in the caring profession. You will be taught to encourage and develop your staff's abilities and promote ethical and consistent care of the young and elderly. Maintain high levels of care and make a difference in your community. 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? There is no experience or previous qualifications required for enrolment on this Leadership for Health and Social Care in UK Health System. It is available to all students, of all academic backgrounds. Requirements Our Leadership for Health and Social Care in UK Health System 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 Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management , Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 7 sections • 46 lectures • 02:45:00 total length •Introduction to Health Care Management: 00:20:00 •Management: Definition, Functions, And Competencies: 00:15:00 •Management Positions: The Control in The Organizational Heirarchy: 00:30:00 •Establishing and Maintaining Organizational Culture: 00:20:00 •Ensuring High Performance: 00:15:00 •Leadership Development and Succession Planning: 00:30:00 •Innovation, Change Management and Health Care Policy: 00:30:00 •Introduction to the UK Health Systems: 00:20:00 •Changes Since Devolution: 00:45:00 •Lessons and Opportunities: 01:00:00 •The Nature and Cause of Disease: 01:30:00 •Fasting: 01:00:00 •Colon Cleansing: 01:00:00 •Diet and Nutrition: 01:30:00 •Vitamins and Other Food Supplements: 01:30:00 •Mental Health Basics: 00:30:00 •Are you Resilient?: 00:30:00 •Take Good Care of Yourself: 00:30:00 •Healthy Relationships: 00:30:00 •Risk Factors: 00:30:00 •When Do You Need to See a Professional?: 00:30:00 •Introduction To Guide To Dealing And Caring Elderly: 01:00:00 •Caring For Elderly Parents or Relatives While Keeping Your Money: 00:30:00 •How To Handle Bad Behaviour Problems By Elderly Parents: 00:30:00 •Effective Caring For Your Elderly Relative's: Home Help: 00:30:00 •Going To A Better Place: 00:15:00 •Listening To Your Parents Even Now: 00:30:00 •Way To Improve Quality Of Life For Your Senior: 00:30:00 •The Basics Of Caring For The Elderly: Pressure Sores: 00:30:00 •The Golden Rule Of Caring For The Elderly Revealed!: 00:30:00 •The Greatest Loss Of Them All: 00:30:00 •Watching Your Step: Avoiding And Dealing With Falls Whilst Caring For The Elderly: 00:30:00 •Caring For The Elderly- A Stressful Job: 00:30:00 •4 Most Common Ailments Affecting The Elderly: 01:00:00 •Top Outdoor Elderly Activities: 00:30:00 •Safeguarding The Health Of The Elderly: 00:30:00 •Taking Care Of Yourself As Well As The Elderly: Vacation And Respite: 00:30:00 •The Caregiver's Enemy No.1: 00:15:00 •Introduction to Child Health: 00:15:00 •Care of the New Born: 00:30:00 •Congenital Abnormalities: 01:00:00 •Normal Growth and Development: 00:15:00 •Nutrition and Nutritional: 00:30:00 •Control of Diarrhea Disease: 00:30:00 •VACCINE PREVENTABLE DISEASES: 00:15:00 •COMMON GENETIC PROBLEMS OF CHILDREN: 00:15:00
This medication training course covers a wide range of topics relating to the safe handling and administration of medication within the health and social care industry, such as The Medicines Act and controlled drug schedules. The course covers the requirements set out in The Care Certificate, in NICE guidelines, and by the Care Quality Commission. This practical medication administration course includes competency sign-off.
This course provides detailed safeguarding adults & children awareness, including essential knowledge in the recognition and reporting of abuse and neglect, procedures and responsibilities. This is for all workforce involved in Social Care from the health, public, independent, or voluntary sectors. This subject forms standard 10 & 11 in The Care Certificate.
This course provides detailed safeguarding adults & children awareness, including essential knowledge in the recognition and reporting of abuse and neglect, procedures and responsibilities. This is for all workforce involved in Social Care from the health, public, independent, or voluntary sectors. This subject forms standard 10 & 11 in The Care Certificate.
Join us for a round table discussion with Ginger Gregory, CHRO. Inclusive: How to get more Women to the Top? As part of the UKI Wellbeing day we’re inviting everyone to participate in one of a series of roundtable focus groups hosted by HR and Ginger Gregory, our CHRO. These sessions are current organisational challenges designed to foster open dialogue, enhance collaboration, and gather your valuable insights. This is an opportunity to connect, share experiences, and contribute meaningfully to our organisation.
Mental Health First Aid England Aware is an introductory course designed to increase mental health awareness and give an understanding of how to look after wellbeing and challenge stigma. Through an interactive instructor-led live session, you will learn: What mental health is and how to challenge stigma An introduction to some common mental health issues Confidence to support someone who may be experiencing mental ill health Ways to look after your own mental health and support wellbeing Outline What is mental health? Mental Health Continuum Factors that affect mental health Stigma Stress and stress management Spotting signs of distress Mental health conditions:DepressionAnxiety disordersPsychosisEating disordersSuicideSelf-harm Recovery Take 10 Together - starting a supportive conversation Supporting mental health in the workplace Useful statistics Helpful resources
Overview Learn how to cope with the psychological strains that COVID-19 has inflicted upon yourself and others by supporting your community's wellbeing. This unique course will train you to help others that have been severely impacted by the pandemic, as well as understanding your own experience. The Covid 19 Psychological Impact and Wellbeing in Young People course has been carefully designed with input from industry professionals to supply information regarding the Mental Health conditions that COVID-19 has caused to increase. You will be taught how to engage with individuals and social groups to ensure that disorders like anxiety or depression are not causing irreparable harm to anyone, alongside tips for self-care techniques. 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? There is no experience or previous qualifications required for enrolment on this Covid 19 Psychological Impact and Wellbeing in Young People. It is available to all students, of all academic backgrounds. Requirements Our Covid 19 Psychological Impact and Wellbeing in Young People 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 Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management , Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 11 sections • 11 lectures • 02:48:00 total length •Anxiety and It's Causes: 00:21:00 •Anxiety Disorders: 00:22:00 •Anxiety in Children: 00:12:00 •Anxiety in Young People: 00:12:00 •Impact of Covid 19 on Children and Young People: 00:21:00 •Supporting Children During Covid 19: 00:25:00 •Supporting Young People During Covid 19: 00:14:00 •Managing Anxiety in Families During the COVID-19: 00:15:00 •Treatment of Anxiety Disorder: 00:10:00 •Bereavement Guide During COVID 19: 00:16:00 •Assignment - Covid 19 Psychological Impact and Wellbeing in Young People: 00:00:00
Imagine a scenario where you, as a health and social care professional, are tasked with providing support to a client. You strive to maintain the highest level of care while navigating complex situations and relationships. Our "Health & Social Care: A Holistic Approach to Professional Boundaries" course will equip you with the knowledge and skills to uphold professional boundaries in diverse health and social care settings. The course will guide you through understanding the importance of professional boundaries, their relationship with the law, and the principles for maintaining them. With the health and social care sector offering numerous opportunities for career growth and personal fulfilment, this course serves as a valuable asset in your professional journey. By mastering the art of maintaining professional boundaries, you will be better positioned to provide exceptional care and contribute positively to the industry. Learning Outcomes: Comprehend the concept and importance of professional boundaries. Analyse the relationship between boundaries, law, and ethics. Apply principles and guidelines to maintain professional boundaries. Evaluate potential negative consequences of boundary violations. Develop strategies for maintaining professional boundaries in practice. Course Curriculum Module 01: Explore the concept of professional boundaries, their significance in health and social care settings, and the necessity of maintaining them. Module 02: Understand the purpose of professional boundaries, including the protection of both clients and professionals, and fostering a safe environment. Module 03: Examine the dynamics between personal and professional relationships, and the importance of maintaining appropriate boundaries in various contexts. Module 04: Delve into the legal aspects of professional boundaries, including relevant legislation, and consequences of breaching these boundaries. Module 05: Learn the principles and strategies to uphold professional boundaries, and access support when needed. Module 06: Discover professional codes of conduct and their role in guiding health and social care professionals in maintaining boundaries. Module 07: Gain insight into the potential negative consequences of boundary violations for clients, professionals, and organisations. Module 08: Develop practical strategies for maintaining professional boundaries in various health and social care settings. Certification Upon completion of the course, learners can obtain a certificate as proof of their achievement. You can receive a £4.99 PDF Certificate sent via email, a £9.99 Printed Hardcopy Certificate for delivery in the UK, or a £19.99 Printed Hardcopy Certificate for international delivery. Each option depends on individual preferences and locations. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course is designed for individuals pursuing a career in health and social care, such as nurses, social workers, care assistants, and therapists. It is ideal for those who are new to the field or skilled professionals seeking to enhance their understanding of professional boundaries. The Professional Boundaries in Health & Social Care course aims to provide comprehensive knowledge on maintaining appropriate boundaries, ensuring the welfare of clients, and adhering to legal and ethical guidelines in various health and social care settings. Career path Mental Health Nurse - £24,000 to £40,000/year Social Worker - £24,000 to £42,000/year Care Assistant - £17,000 to £23,000/year Occupational Therapist - £24,000 to £41,000/year Counsellor - £22,000 to £40,000/year Support Worker - £17,000 to £27,000/year
Overview Ensure that the Mental wellbeing of young people is being safeguarded and cared for with this unique training course. This course has been written to help you understand the importance of Mental Health in young minds and the conditions that challenge it. The Understanding the Mindset and Wellbeing of Children course has been compiled to deliver full and correct information regarding the triggers and symptoms of neurological conditions in children and young people. As a result, you will understand the cause, impact, and effects that Mental Health conditions can have on the young, and be in the ideal position to provide support and comfort. How will I get my certificate? At the end of the course there will be a written assignment test which you can take either during or after the course. After successfully completing the test you will be able to order your certificate, these are included in the price. Who is this course for? There is no experience or previous qualifications required for enrolment on this Understanding the Mindset and Wellbeing of Children. It is available to all students, of all academic backgrounds. Requirements Our Understanding the Mindset and Wellbeing of Children 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 Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management , Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 2 sections • 14 lectures • 05:42:00 total length •Module 01: Introduction to Mental Health: 00:22:00 •Module 02: Child Psychology: 00:28:00 •Module 03: Attachment and Relationship Building in Childhood: 00:50:00 •Module 04: Impacts of Separation and Loss on Attachment: 00:28:00 •Module 05: Factors that Influence Development: 00:36:00 •Module 06: Mental Health Problems in Young and Adults: 00:14:00 •Module 07: Other Mental Health Problems in Young and Adults: 00:17:00 •Module 08: Autism, ADHD and Dyslexia in Young and Adults: 00:26:00 •Module 09: Dealing With Autism, ADHD and Dyslexia in Young and Adults: 00:32:00 •Module 10: The Self Harming Behaviour: 00:17:00 •Module 11: Mental Health Treatment and Medicine: 00:19:00 •Module 12: Mental Health over Life Span and Society in the UK: 00:18:00 •Module 13: Mental Health Related Legislations in the UK: 00:35:00 •Assignment - Understanding the Mindset and Wellbeing of Children: 00:00:00