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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.

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.

Nursing Assistant Training Would you like to switch careers and become a nurse? With our thorough Nursing Assistant Diploma, you begin a life transforming adventure in the healthcare industry. This Nursing Assistant Diploma programme will provide the skills and knowledge you need to succeed as nursing assistants. Throughout the Nursing Assistant Diploma programme, you will study a range of modules that cover crucial aspects of nursing practise. Throughout the Nursing Assistant Diploma programme, you will lay a solid foundation in the field. This Nursing Assistant Diploma We'll delve deeply into asepsis procedures, health and safety requirements, and effective communication. With a nursing assistant diploma, you can learn how to manage patient care, give prescriptions, and more. Using the skills you learn in this Nursing Assistant Diploma programme, you may improve patient care. Enrol today to realise your potential in the healthcare industry. Learning outcome Nursing Assistant Diploma discusses the Health and Wellness process In the Nursing Assistant Diploma, rehabilitation nursing will be explained. You will know about Community Nursing and Support Services Nursing Assistant Diploma will explain the terminology and how to keep Patient records. Workplace Safety, Confidentiality and Privacy are clearly explained in Nursing Assistant Diploma Main Course: Nursing Assistant Diploma Along with The Nursing Assistant Diploma Course, We Offer a free Level 3 Phlebotomist Course Along with The Nursing Assistant Diploma Course, We Offer a free Nurse Prescribing Course Special Offers of this Nursing Assistant Diploma Course This Nursing Assistant: Nursing Assistant Course includes a FREE PDF Certificate. Lifetime access to this Nursing Assistant: Nursing Assistant Course Instant access to this Nursing Assistant: Nursing Assistant Course Get FREE Tutor Support to this Nursing Assistant: Nursing Assistant Course Nursing Assistant Training You will learn about nursing, legal standards, and professional aspects of nursing while working in various healthcare settings in this Nursing Assistant Diploma course. You will also learn about the legal and ethical aspects of prescribing, public health principles, medication management, and basic pharmacology principles. This Nursing Assistant Diploma program also teaches you how to be a midwife, maternity care assistant, paramedic practitioner, birth doula, and physiotherapist. Who is this course for? Nursing Assistant Those who want to work in nursing and patient care can enrol in this Nursing Assistant: Nursing Assistant Diploma. Requirements Nursing Assistant Diploma Training To enrol in this Nursing Assistant Diploma Course, students must fulfil the following requirements. To join in our Nursing Assistant: Nursing Assistant Diploma Course, you must have a strong command of the English language. To successfully complete our Nursing Assistant: Nursing Assistant Diploma Course, you must be vivacious and self driven. To complete our Nursing Assistant: Nursing Assistant Diploma Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Nursing Assistant: Nursing Assistant Diploma Course. Career path Nursing Assistant Diploma Training After completing this Nursing Assistant: Nursing Assistant programme, you will have many chances. such as the nursing assistant diploma: Patient Care Assistant Carer Care Worker Nurse Mental Health nurse Midwifery

Level 2 Award in Improving Personal Exercise, Health and Nutrition Are you willing to improve personal health and assist others to do so? If so, our Level 2 Award in Improving Personal Exercise, Health and Nutrition course is designed for you to increase your awareness and understanding of various aspects of health and well-being. The best course to learn how to make a personal exercise and nutrition plan is the Level 2 Award in Improving Personal Exercise, Health and Nutrition. Additionally, the Level 2 Award in Improving Personal Exercise, Health and Nutrition course teaches how to take into account the energy needs and fluid replenishment associated with the sort of exercise being performed. Also, the Level 2 Award in Improving Personal Exercise, Health and Nutrition explains the fundamental anatomy and physiology. Moreover, this Level 2 Award in Improving Personal Exercise, Health and Nutrition course describes how to gauge one's own level of fitness. To develop a personal exercise and nutrition programme, enrol in our Level 2 Award in Improving Personal Exercise, Health and Nutrition course. Learning Outcomes Of Level 2 Award in Improving Personal Exercise, Health and Nutrition Course After completing this Level 2 Award in Improving Personal Exercise, Health and Nutrition course, the learner will be able to: Understand the fundamental concepts of health and well-being through the Level 2 Award in Improving Personal Exercise, Health and Nutrition. This Level 2 Award in Improving Personal Exercise, Health and Nutrition helps to understand basic anatomy and physiology. Through the Level 2 Award in Improving Personal Exercise, Health and Nutrition, you can gain a solid understanding of nutrition in exercise. You can understand the importance of exercising safely with the help of this Level 2 Award in Improving Personal Exercise, Health and Nutrition course. The Level 2 Award in Improving Personal Exercise, Health and Nutrition describes how to follow an appropriate personal programme of exercise and nutrition. Special Offers of this Level 2 Award in Improving Personal Exercise, Health and Nutrition Course This Level 2 Award in Improving Personal Exercise, Health and Nutrition Course includes a FREE PDF Certificate. Lifetime access to this Level 2 Award in Improving Personal Exercise, Health and Nutrition Course. Instant access to this Level 2 Award in Improving Personal Exercise, Health and Nutrition Course. Get FREE Tutor Support to this Level 2 Award in Improving Personal Exercise, Health and Nutrition Course. Level 2 Award in Improving Personal Exercise, Health and Nutrition The Level 2 Award in Improving Personal Exercise, Health and Nutrition is the ideal course for anyone looking to create a personalized exercise and nutrition plan. This Level 2 Award in Improving Personal Exercise, Health and Nutrition course teaches how to balance energy needs and ensure proper fluid replenishment based on the type of exercise performed. With the Level 2 Award in Improving Personal Exercise, Health and Nutrition, you will gain a solid understanding of anatomy and physiology. Additionally, the Level 2 Award in Improving Personal Exercise, Health and Nutrition helps you assess your own fitness levels, ensuring a comprehensive approach to health improvement. Who is this course for? Level 2 Award in Improving Personal Exercise, Health and Nutrition This Level 2 Award in Improving Personal Exercise, Health and Nutrition course is suitable for anyone who wants to improve their understanding of diet and exercise nutrition. Requirements Level 2 Award in Improving Personal Exercise, Health and Nutrition To enrol in this Level 2 Award in Improving Personal Exercise Course, students must fulfil the following requirements. To join in our Level 2 Award in Improving Personal Exercise Course, you must have a strong command of the English language. To successfully complete our Level 2 Award in Improving Personal Exercise Course, you must be vivacious and self driven. To complete our Level 2 Award in Improving Personal Exercise Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Level 2 Award in Health Course. Career path Level 2 Award in Improving Personal Exercise, Health and Nutrition Learners will be well-prepared for a variety of professions within the health and fitness industry after completing this Level 2 Award in Improving Personal Exercise, Health and Nutrition course.

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

The course seeks to improve the wellbeing and experience of people with dementia and of the care staff working with them. It should improve your confidence in managing situations you find challenging.

Animal Behaviour: Animal Behaviour Course Do you wish to improve your relationship with your pets? This Animal Behaviour: Animal Behaviour Course gives you a firm basis for becoming a confident Animal Care and Psychology expert with specialised knowledge. Our Animal Behaviour Course is designed specifically to help you understand the psychology of dog, cat, and rabbit behaviours. This Animal Behaviour Course module will teach you about the psychology behind animals' actions and reactions. Through this Animal Behaviour: Animal Behaviour Course, you will know the inherent instincts of pets. This Animal Behaviour Course also emphasises correct atmosphere, sympathy, and animal connection. Enrol in our Animal Behaviour: Animal Behaviour Course and learn what you enjoy! Main Course: Animal Care with Psychology Course Free Courses are including with this Animal Behaviour: Animal Behaviour Course Along with The Animal Behaviour: Animal Behaviour Course, We Offer a free Level 5 Animal Care Course Along with Animal Behaviour: Animal Behaviour Course, We Offer a free Dog Training Course Along with The Animal Behaviour: Animal Behaviour Course, We Offer a free Dog First Aid Course Special Offers of this Animal Behaviour: Animal Behaviour Course This Animal Behaviour: Animal Behaviour Course includes a FREE PDF Certificate. Lifetime access to this Animal Behaviour: Animal Behaviour Course Instant access to this Animal Behaviour: Animal Behaviour Course Get FREE Tutor Support to this Animal Behaviour: Animal Behaviour Course Animal Behaviour: Animal Behaviour Course After completing our Animal Behaviour: Animal Behaviour Course, you will have a deeper understanding of nutrition and care for animals, which is crucial to their health and well-being. The Animal Behaviour: Animal Behaviour Course can teach you about viral and noninfectious disease prevention and control. This Animal Behaviour: Animal Behaviour Course will also cover the fundamentals of nutrition and animal care. This Animal Behaviour: Animal Behaviour Course also covers physiologic and behavioral markers in animals. Who is this course for? Animal Behaviour: Animal Behaviour Course This Animal Behaviour Course is appropriate for anybody, from experienced professionals to those who are new to Animal Care and Psychology. Requirements Animal Behaviour: Animal Behaviour Course To enrol in this Animal Behaviour: Animal Behaviour Course, students must fulfil the following requirements. To join in our Animal Behaviour: Animal Behaviour Course, you must have a strong command of the English language. To successfully complete our Animal Behaviour: Animal Behaviour Course, you must be vivacious and self driven. To complete our Animal Behaviour: Animal Behaviour Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Animal Behaviour: Animal Behaviour Course. Career path Animal Behaviour: Animal Behaviour Course You may be able to pursue a rewarding career as an animal psychologist, or veterinarian mentor, or aiding with animal research after finishing this Animal Behaviour Course.

Animal Nutrition: Animal Nutrition Course Do you wish to work as a veterinarian or in another field? If so, you must take this Animal Nutrition Course in order to learn about the physiological and behavioural needs of animals. Our Animal Nutrition Course will boost your understanding of animal care and nutrition which is crucial to the health and well-being of animals. This Animal Nutrition Course is a solution for learning how infectious and noninfectious illnesses may be avoided and controlled. Also, this Animal Nutrition: Animal Nutrition Course will cover the fundamentals of animal care and nutrition. This Animal Nutrition Course also teaches you about animal behavioural and physiological indicators. Enrol our Animal Nutrition Course and increase your knowledge! Main Course: Level 5 Animal Care & Nutrition Course Free Courses are including with this Animal Nutrition: Animal Nutrition Course Along with The Animal Nutrition: Animal Nutrition Course, We Offer a free Level 5 Animal Care Course Along with Animal Nutrition: Animal Nutrition Course, We Offer a free Animal Care And Psychology Course Along with The Animal Nutrition: Animal Nutrition Course, We Offer a free Dog First Aid Course Special Offers of this Animal Nutrition: Animal Nutrition Course This Animal Nutrition: Animal Nutrition Course includes a FREE PDF Certificate. Lifetime access to this Animal Nutrition: Animal Nutrition Course Instant access to this Animal Nutrition: Animal Nutrition Course Get FREE Tutor Support to this Animal Nutrition: Animal Nutrition Course Animal Nutrition: Animal Nutrition Course To properly care for animals, one must be knowledgeable about animal nutrition, diet, and care. It's not easy to provide nutrition, diet, and care for animals. This article on animal nutrition will guide you through the various aspects to take into account when organizing an animal's diet. Every detail, including dietary deficiencies, age, allergies, and physical condition, should be taken into account. These factors vary depending on the animal. You need to learn how to balance the foods you feed them in addition to just giving them specific ones. Who is this course for? Animal Nutrition: Animal Nutrition Course Pet enthusiasts, students, doctors, and farmers with no prior expertise may all take this Animal Nutrition Course to learn more about their pets. Requirements Animal Nutrition: Animal Nutrition Course To enrol in this Animal Nutrition: Animal Nutrition Course, students must fulfil the following requirements. To join in our Animal Nutrition: Animal Nutrition Course, you must have a strong command of the English language. To successfully complete our Animal Nutrition: Animal Nutrition Course, you must be vivacious and self driven. To complete our Animal Nutrition: Animal Nutrition Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Animal Nutrition: Animal Nutrition Course. Career path Animal Nutrition: Animal Nutrition Course Following completion of this Animal Nutrition Course, you may be able to pursue a career as an animal nutritionist, veterinarian, pet company owner, or a variety of other positions

Dog Care: Dog Care Would you like to be aware of the vital information for preserving the health of canine friends? Our dog care course will help you to understand step by step information on this case. This dog care course addresses typical diseases, vaccination schedules, grooming, exercise, diet, and first aid methods. The dog care course also gives pet owners the knowledge and abilities to guarantee the well-being and happiness of their pets. Participants of the dog care course will get the ability to recognise symptoms of sickness. In addition, the dog care course teaches how to handle crises and put preventative care into practice. So, enhance your professional and personal development by adding this dog care course to your basket. Learning outcome of Dog Care: Dog Care course This dog care course helps to understand: The fundamentals of your dog's health. Dog care course explains the importance of nutrition and wellness. What are the exercise and physical well-being are good for dogs wellness are explains in our dog care course. Through the dog care course, you can learn health care prevention procedures. Also, the dog care course teaches how to measures the dogs good health and diseases prevention. With this comprehensive dog care course, you will learn the first aid and emergency care. Main Course: Dog Health Care Course Free Courses are including with this Dog Care: Dog Care Course Along with Dog Care: Dog Care Course, We Offer a free Dog First Aid Course Along with Dog Care: Dog Care Course, We Offer a free Dog Grooming Course Along with Dog Care: Dog Care Course, We Offer a free Entry Level Award in Dog Training and Husbandry (Entry 3) course Special Offers Of this Dog Care: Dog Care Course This Dog Care: Dog Care Course includes a FREE PDF Certificate. Lifetime access to this Dog Care: Dog Care Course Instant access to this Dog Care: Dog Care Course Get FREE Tutor Support to this Dog Care: Dog Care Course Dog Care: Dog Care Elevate your canine care game with our comprehensive Dog Care course! Dive into essential dog health topics, from nutrition to exercise, grooming, and preventive care. Learn invaluable skills to ensure optimal dog health and well-being. Enroll now and become a certified expert in dog care. Bark up the right tree today! Who is this course for? Dog Care: Dog Care For highly driven individuals who wish to train for their desired vocation and improve their professional abilities, the dog care course is perfect! Requirements Dog Care: Dog Care To enrol in this Dog Care: Dog Care Course, students must fulfil the following requirements. To join in our Dog Care: Dog Care Course, you must have a strong command of the English language. To successfully complete our Dog Care: Dog Care Course, you must be vivacious and self driven. To complete our Dog Care: Dog Care Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Dog Care: Dog Care Course. Career path Dog Care: Dog Care With the aid and supervision of our dog care course, acquire the fundamental abilities and information required to succeed in your career.

Horse Care: Horse Care Course Do you have an ardent interest in horses and wish to become an expert in their field? If yes, you should take the Horse Care Course! The online Horse Care Course Management gives students the foundational information and abilities needed to take care of horses. The anatomy, diet, and hoof care of horses are covered in the Horse Care Course. Additionally, this level 3 diploma in work-based horse care and management training improves your welfare, stable management, and grooming abilities. All the essential subjects about the health and welfare of horses are covered in this Horse Care Course. If you wish to improve your talents, sign up for the Horse Care Course! Learning Outcomes of Level 3 Diploma in Work-based Horse Care and Management After completing this Horse Care Course, learners will be able to: Understand how to receive a horse and conduct an initial assessment from this level 3 diploma in work-based horse care and management. This level 3 diploma in work-based horse care and management understands, plans diets and implements feeding regimes for horses. level 3 diploma in work-based horse care and management course teaches how to promote the health and well-being of horses. Gain a thorough understanding of clip horses through this level 3 diploma in work-based horse care and management. This level 3 diploma in work-based horse care and management course helps to gain in-depth knowledge about young horses’ equipment. Main Course: Level 3 Diploma in Work-based Horse Care and Management Free Courses are including with this Horse Care: Horse Care Along with The Horse Care, We Offer a free Animal Care Course Along with The Horse Care, We Offer a free Rabbit Care Course Special Offers of this Horse Care: Horse Care This Horse Care: Horse Care includes a FREE PDF Certificate. Lifetime access to this Horse Care: Horse Care Instant access to this Horse Care: Horse Care Get FREE Tutor Support to this Horse Care: Horse Care Course Horse Care: Horse Care Course The goal of this course on horse care and stable management is to improve the learner's practical abilities while imparting theoretical knowledge on a range of subjects, including initial horse assessment, horse health, nutrition, and husbandry. You will also learn how to prepare horses for public appearances and tack them up for specialized work through this Horse Care: Horse Care course, among many other things. Who is this course for? Horse Care: Horse Care Course Those who want to increase their understanding of horse care can take the Horse Care: Horse Care Course. Requirements Horse Care: Horse Care Course To enrol in this Horse Care: Horse Care Course, students must fulfil the following requirements. To join in our Horse Care: Horse Care Course, you must have a strong command of the English language. To successfully complete our Horse Care: Horse Care Course, you must be vivacious and self driven. To complete our Horse Care: Horse Care Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Horse Care: Horse Care Course. Career path Horse Care: Horse Care Course You could be able to pursue a number of exciting career options after finishing this Horse Care: Horse Care Course, including manager of horse breeding, trainer, care technician, and other related positions.