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.
Quality Guarantee: Promising training excellence, satisfaction gurantee Accredited by CPD UK & Quality License Scheme Tutor Support Unlimited support via email, till you complete the course Recognised Certification: Accepted by thousands of professional bodies Start Anytime With 1 year access to the course materials Online Learning Learn from anywhere, whenever you want In this course, you will discover the ways of naturally healing your beloved pet. Where you will learn the use of herbal medicine and holistic treatment to address common health issues in dogs. With this comprehensive course, you will become a knowledgeable and caring caregiver capable of providing gentle and effective natural care for your friend. This course at a glance Accredited by CPD UK Endorsed by Quality Licence Scheme Learn about the natural and top 10 herbs to heal dogs Understand homeopathic remedies for dogs, sources to avail from, and for which ailments they work best Learn about aromatherapy remedy for dogs, sources to avail from, and the best aromatherapy remedies to treat dog's ailments Know precautionary measures in aromatherapy such as the use of oils on dogs Study aromatherapy recipes for numerous health and behaviour problems in dogs Learn about batch flowers, what symptoms they work with, and sources to get batch flowers Understand how to heal ear infections and ear mites in dogs naturally Get to know about Omega 3 oils for dogs Learn how to create your natural first-aid kit specifically for your dog Learn how to locate a local homeopathic or holistic vet near you Why Natural Remedies for Dog Course right for you? This extensive natural remedies for dog course give you an overview of the best natural herbs to heal dogs in case of any injury, sources to avail and what ailments they are best used for. You will also study homeopathic remedies, aromatherapy remedies, batch flowers and a natural first-aid kit for dogs. By the end of the course, you will have basic knowledge of natural remedies and medication for dogs that can save them from the operation. Natural Remedies for Dog Course Details Accredited by CPD certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Many organisations look for employees with CPD requirements, which means, that by doing this course, you would be a potential candidate in your respective field. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Course Curriculum Meet Me and 'The Boys' This Is Where It All Started These 2 Dogs Changed My Life and My Career! This Is What You'll Get From This Course The Power of Herbs - Top Herbs for Dogs Herbs - What Are They? #1 Top Herb for Dogs #2-5 Top Herbs for Dogsz #6-10 Top Herbs for Dogs Herbs - Where to Get Them From and What Ailments They Are Used For Other Suggestions of Where You Can Get Herbs From and the Disorders They Heal Homeopathic Remedies for Dogs Homeopathy - What It Is and 12 Great Remedies for Your Dog Where to Get Homeopathic Remedies From and the Ailments They Work With Aromatherapy Remedies for Dogs What Aromatherapy Is and What Remedies Are Good to Use for Different Ailments Important - Don't Use These Aromatherapy Oils on Dogs Aromatherapy Recipes for Numerous Health Problems and Behavior Problems in Dogs Suggestions of Where to Get Aromatherapy Oils From Bach Flowers for Dogs What Bach Flowers Are and What Symptoms They Work With Suggestions of Where to Get Bach Flowers From Additional Goodies for Dogs This Natural Remedy Works Like Magic for So Many Dogs This Natural Remedy Saved My Dog From Having an Operation How to Naturally Heal Ear Infections and Resolve Ear Mites A Magical Remedy - Omega 3 Oils for Dogs Natural First Aid Kit for Dogs How to Create Your Natural First Aid Kit Specifically for Your Dog Finding a Local Homeopathic/Holistic Vet Near You How to Find Your Local Homeopathic/Holistic Vet Who should take this course? This comprehensive course is suitable for those who want to understand various natural healing remedies to treat a dog or anyone who is a vet and wishes to gain knowledge of natural remedies to heal dogs. Entry Requirements There are no academic entry requirements for this Natural Remedies for Dog course, and it is open to students of all academic backgrounds. However, you are required to have a laptop/desktop/tablet or smartphone and a good internet connection. Assessment Method This Natural Remedies for Dog course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner could grasp from each section. In the assessment pass mark is 60%. Certification Endorsed Certificate from Quality Licence Scheme After successfully passing the MCQ exam you will be eligible to order the Endorsed Certificate by Quality Licence Scheme. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees. There is a Quality Licence Scheme endorsement fee to obtain an endorsed certificate which is £65. Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35. FAQs Is CPD a recognised qualification in the UK? CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD-certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Are QLS courses recognised? Although QLS courses are not subject to Ofqual regulation, they must adhere to an extremely high level that is set and regulated independently across the globe. A course that has been approved by the Quality Licence Scheme simply indicates that it has been examined and evaluated in terms of quality and fulfils the predetermined quality standards. When will I receive my certificate? For CPD accredited PDF certificate it will take 24 hours, however for the hardcopy CPD certificate takes 5-7 business days and for the Quality License Scheme certificate it will take 7-9 business days. Can I pay by invoice? Yes, you can pay via Invoice or Purchase Order, please contact us at info@lead-academy.org for invoice payment. Can I pay via instalment? Yes, you can pay via instalments at checkout. How to take online classes from home? Our platform provides easy and comfortable access for all learners; all you need is a stable internet connection and a device such as a laptop, desktop PC, tablet, or mobile phone. The learning site is accessible 24/7, allowing you to take the course at your own pace while relaxing in the privacy of your home or workplace. Does age matter in online learning? No, there is no age limit for online learning. Online learning is accessible to people of all ages and requires no age-specific criteria to pursue a course of interest. As opposed to degrees pursued at university, online courses are designed to break the barriers of age limitation that aim to limit the learner's ability to learn new things, diversify their skills, and expand their horizons. When I will get the login details for my course? After successfully purchasing the course, you will receive an email within 24 hours with the login details of your course. Kindly check your inbox, junk or spam folder, or you can contact our client success team via info@lead-academy.org
Do you have an ongoing pain? Do you want to learn how to overcome natural pain for good and radiate health? Do you want to live a healthier, happier and pain-free life? If yes, this course will help you manage natural pain and empower you with solutions to relieve pain so that you can live comfortably. Pain is a fact of life that many thousands of people all over the world deal with every single day of their lives. Every individual on this face of the earth is either already familiar with pain or will have some pain at some point in their lives yet to develop. But does that mean that we have to accept pain as an inevitable fact of life? This course will empower you with the treatments that can help you relieve the pain you're experiencing. You will be introduced to pain basics, an overview of OTC analgesic solutions and prescription drugs. You will discover other alternative natural healing therapies such as massage, acupuncture, hypnosis, and even herbal medicine for pain relief. This course will help you or any individual to cope up with pain and to manage it with the natural ways available. Course Highlights Natural Pain Management Course is an award winning and the best selling course that has been given the CPD Certification & IAO accreditation. It is the most suitable course anyone looking to work in this or relevant sector. It is considered one of the perfect courses in the UK that can help students/learners to get familiar with the topic and gain necessary skills to perform well in this field. We have packed Natural Pain Management Course into 8 modules for teaching you everything you need to become successful in this profession. To provide you ease of access, this course is designed for both part-time and full-time students. You can become accredited in just 6 hours, 15 minutes hours and it is also possible to study at your own pace. We have experienced tutors who will help you throughout the comprehensive syllabus of this course and answer all your queries through email. For further clarification, you will be able to recognize your qualification by checking the validity from our dedicated website. Why You Should Choose Natural Pain Management Course Lifetime access to the course No hidden fees or exam charges CPD Accredited certification on successful completion Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential. Who is this Course for? Natural Pain Management Course is CPD certified and IAO accredited. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic backgrounds. Requirements Our Natural Pain Management Course is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path You will be ready to enter the relevant job market after completing this course. You will be able to gain necessary knowledge and skills required to succeed in this sector. All our Diplomas' are CPD and IAO accredited so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume. Natural Pain Management Course Introduction FREE 00:30:00 What is pain? FREE 00:30:00 It starts at the very beginning... 01:00:00 What kind of pain do you have? 01:00:00 Acupuncture - the great pain reliever... 01:00:00 Hypnosis for dealing with pain 01:00:00 Herbs for pain relief 01:00:00 Conclusion 00:15:00
Unlock the secrets of holistic well-being with our Naturotherapy course. Dive into the fundamentals of human biology, herbal medicine, nutrition, and alternative therapies. Master the art of naturotherapy assessment, diagnosis, and professional practice. Explore the mind-body connection and emerge as a certified practitioner in natural medicine. Elevate your knowledge in holistic health with expert-led training. Enroll now for a transformative journey toward a healthier, more balanced life.
***Online Natural Nail Manicure Course*** Do you want to start a career as a Nail Technician? Do you want to provide professional manicures, pedicures, and nail art treatments? Enrol on this Online Natural Nail Manicure Course today and start your career in the beauty industry! Our beauty experts created this Course to teach you everything you need to know to start a successful career as an amazing Nail Technician. Through this Online Natural Nail Manicure Course you will learn the necessary skills and knowledge to become self-employed and begin acquiring clients for your Nail Technician business. This Online Natural Nail Manicure Course will provide you a clear understanding of the art of being a Nail Technician. Learn how to perform manicures and pedicures, as well as gel, shellac, and nail art treatments. You will also learn about common nail diseases and disorders as well as the fundamentals of chemistry. This Online Natural Nail Manicure Course is the complete package for aspiring Nail Technicians and can be completed at your own pace. Learning Outcomes After completing this Online Natural Nail Manicure Course, learner will be able to: Explore the history of being a Nail Technician. Gain a thorough understanding of nail diseases and disorders. Understand the anatomy and physiology in relation to nail treatments. Know how to provide the perfect manicure. Know how to carry out a professional pedicure. Know how to provide nail art treatments. Know how to carry out gel and shellac manicures. Gain a solid understanding of nail product chemistry. Why Choose Online Natural Nail Manicure Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. ***Others Benefits of this Online Natural Nail Manicure Course Free One PDF Certificate Lifetime Access Unlimited Retake Exam Tutor Support [ Note: Free PDF certificate as soon as completing the Online Natural Nail Manicure course ] ***Online Natural Nail Manicure Course*** Detailed Course Curriculum Module 1: Introduction Module 2: Anatomy and Physiology as Related to Nail Treatments Module 3: Essential Chemistry of Artificial Nails Module 4: Applying Tips To The Nails Module 5: Applying Overlays Module 6: Manicure & Pedicure Module 7: The Art And Skill Of Applying Sculptured Nails Module 8: Nail Art ----------------------------- Assessment Method After completing each module of the Online Natural Nail Manicure Course, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Certification After completing the MCQ/Assignment assessment for this Online Natural Nail Manicure course, you will be entitled to a Certificate of Completion from Training Tale. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? Online Natural Nail Manicure Course This Online Natural Nail Manicure Course is ideal for anyone interested in learning about Nail Technician (Manicure, Pedicure, Nail Art). The course is also suitable for those who are already working as a Nail Technician in (Manicure, Pedicure, Nail Art)-related jobs. Requirements There are no specific requirements for this Online Natural Nail Manicure Course Course because it does not require any advanced knowledge or skills. Career path This Online Natural Nail Manicure Course will help you get hired in Nail Technician (Manicure, Pedicure, Nail Art)-related jobs. Certificates Certificate of completion Digital certificate - Included
QLS Endorsed + CPD QS Accredited - Dual Certification | Instant Access | 24/7 Tutor Support | All-Inclusive Cost
Highlights of the Course Course Type: Online Learning Duration: 1 Hour 41 Minutes Tutor Support: Tutor support is included Customer Support: 24/7 customer support is available Quality Training: The course is designed by an industry expert Recognised Credential: Recognised and Valuable Certification Completion Certificate: Free Course Completion Certificate Included Instalment: 3 Installment Plan on checkout What you will learn from this course? Gain comprehensive knowledge about dog training Understand the core competencies and principles of dog training Explore the various areas of dog training Know how to apply the skills you acquired from this course in a real-life context Become a confident and expert dog trainer Dog Training - Natural Remedies Course Master the skills you need to propel your career forward in dog training. This course will equip you with the essential knowledge and skillset that will make you a confident dog trainer and take your career to the next level. 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You will, however, need a laptop, desktop, tablet, or smartphone, as well as a reliable internet connection. Assessment This dog training - natural remedies course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner could grasp from each section. In the assessment pass mark is 60%. Advance Your Career This dog training - natural remedies course will provide you with a fresh opportunity to enter the relevant job market and choose your desired career path. Additionally, you will be able to advance your career, increase your level of competition in your chosen field, and highlight these skills on your resume. Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Meet Me And 'The Boys' This Is Where It All Started These 2 Dogs Changed My Life And Career! 00:02:00 This Is What You'll Get From This course This Is What You'll Get From This Course 00:02:00 The Power Of Herbs - Top Herbs For Dogs Herbs - What Are They? 00:01:00 #1 Top Herb For Dogs 00:03:00 #2-5 Top Herbs For Dogs 00:03:00 #6-10 Top Herbs For Dogs 00:05:00 Herbs - Where To Get Them From And What Ailments They Are Used For 00:08:00 Other Suggestions Of Where You Can Get Herbs From And The Disorders They Heal 00:12:00 Homeopathic Remedies For Dogs Homeopathy - What It Is And 12 Great Remedies For Your Dog 00:06:00 Where To Get Homeopathic Remedies From And The Ailments They Work With 00:04:00 Aromatherapy Remedies For Dogs What Aromatherapy Is And What Remedies Are Good To Use For Different Ailments 00:08:00 Important - Don't Use These Aromatherapy Oils On Dogs 00:01:00 Aromatherapy Recipes For Numerous Health Problems And Behavior Problems In Dogs 00:03:00 Suggestions Of Where To Get Aromatherapy Oils From 00:02:00 Bach Flowers For Dogs What Bach Flowers Are And What Symptoms They Work With 00:05:00 Suggestions Of Where To Get Bach Flowers From 00:03:00 Additional Goodies For Dogs This Natural Remedy Works Like Magic For So Many Dogs 00:07:00 This Natural Remedy Saved My Dog From Having An Operation 00:03:00 How To Naturally Heal Ear Infections And Resolve Ear Mites 00:02:00 A Magical Remedy - Omega 3 Oils For Dogs 00:01:00 Natural First Aid Kit For Dogs How To Create Your Natural First Aid Kit Specifically For Your Dog 00:03:00 Finding A Local Homeopathic/Holistic Vet Near You How To Find Your Local Homeopathic/Holistic Vet 00:01:00 Assessment Assessment - Dog Training - Natural Remedies 00:10:00 Certificate of Achievement Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00