26305 Courses delivered Online

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.

Project Planning for Everyone Course Overview: "Project Planning for Everyone" is designed to provide learners with the essential skills required to plan and manage projects effectively. This course covers the fundamental concepts of project planning, including the use of MS Projects for task management, data entry, and creating timelines. By the end of the course, learners will be equipped with the knowledge and confidence to plan projects efficiently, track progress, and ensure successful project delivery. Whether you’re new to project management or looking to refine your skills, this course offers practical value for all learners. Course Description: This course offers an in-depth introduction to project planning, with a focus on using MS Projects as a tool for creating project plans and tracking their progress. Learners will explore basic MS Projects features, including creating tasks, setting deadlines, and entering project data. The course progresses into more complex aspects, such as resource management and task dependencies, providing learners with a comprehensive understanding of project planning. The course includes a structured learning experience with clear objectives, enabling learners to build the skills necessary for effective project management. Upon completion, learners will have a solid foundation in project planning, ready to apply their skills in various professional settings. Project Planning for Everyone Curriculum: Module 01: Introduction Module 02: Basic M S Projects Module 03: Data Entry in MS Projects (See full curriculum) Who is this course for? Individuals seeking to improve their project management skills Professionals aiming to enhance their career development in project planning Beginners with an interest in project management and MS Projects Those interested in working within project management teams or handling individual projects Career Path: Project Manager Project Coordinator Operations Manager Scheduling Coordinator Team Leader in project-based industries

Deep Tissue Massage Therapy Course Overview: This Deep Tissue Massage Therapy course offers learners a comprehensive understanding of deep tissue massage techniques and their therapeutic benefits. Covering essential massage strokes, full-body sequences, and detailed methodologies, the course provides the skills necessary to perform effective treatments that address muscle tension and stress. Learners will develop a solid foundation in massage therapy, enabling them to apply their knowledge in real-world settings. Upon completion, participants will be equipped with the expertise to confidently practice deep tissue massage and potentially enhance their career prospects in the health and wellness sector. Course Description: In this course, learners will explore the key techniques of deep tissue massage, starting with an introduction to the basic principles of massage therapy. The course covers a range of massage strokes, including both correct and incorrect methods, ensuring participants understand the importance of precision in each movement. Learners will also delve into the structure of a full-body deep tissue massage, alongside an organised sequence that ensures effective results. The course is designed to enhance knowledge of therapeutic practices, helping learners to confidently carry out treatments that support relaxation and muscle recovery. By the end, participants will be able to perform a deep tissue massage sequence with confidence, improving both their skill set and therapeutic approach. Deep Tissue Massage Therapy Curriculum: Module 01: Introduction Module 02: The Massage Strokes – Correct and Incorrect Ways Module 03: Full Body Deep Tissue Massage Module 04: Full Massage Sequence (See full curriculum) Who is this course for? Individuals seeking to enhance their knowledge of massage therapy. Professionals aiming to expand their skill set in the wellness industry. Beginners with an interest in developing massage therapy expertise. Those pursuing a career in health and wellness practices. Career Path: Massage Therapist Health and Wellness Coach Spa Therapist Sports Massage Specialist Wellness Centre Staff

Screenwriting & Scriptwriting Course Overview The Screenwriting & Scriptwriting course offers a comprehensive introduction to the art and craft of writing for film, television, and digital media. Learners will explore the essential elements of storytelling, character development, dialogue writing, and screenplay structure. The course is designed to equip learners with the skills to create compelling scripts for various formats, providing a clear understanding of the industry-standard techniques. By the end of the course, participants will be able to write their own scripts, understand industry terminology, and be prepared to pursue opportunities in screenwriting or scriptwriting. Course Description This course delves into the fundamentals of screenwriting and scriptwriting, covering key topics such as plot development, character arcs, dialogue creation, scene structure, and formatting standards. Learners will explore different genres and study successful screenplays, learning to write scripts that engage and captivate audiences. The course provides a deep understanding of how to craft stories for film, television, and digital platforms, ensuring that students can apply their knowledge to various writing scenarios. Learners will gain the skills needed to write professional-level scripts and prepare for industry submissions. Screenwriting & Scriptwriting Curriculum Module 01: Introduction to Screenwriting Module 02: Storytelling and Plot Development Module 03: Creating Compelling Characters Module 04: Writing Dialogue and Voice Module 05: Screenplay Structure and Formatting Module 06: Writing for Different Media Formats Module 07: Understanding the Industry and Submission Process (See full curriculum) Who is this course for? Individuals seeking to write for film, television, or digital platforms. Professionals aiming to enhance their scriptwriting skills. Beginners with an interest in screenwriting and storytelling. Aspiring writers wanting to explore new career opportunities. Career Path Screenwriter Scriptwriter Television Writer Film Writer Content Creator for Digital Platforms

English: Spelling, Punctuation, and Grammar Course Overview: This "English: Spelling, Punctuation, and Grammar" course provides a comprehensive understanding of the essential components of written English. Learners will explore the fundamental aspects of spelling, punctuation, and grammar, which are crucial for effective written communication. This course is designed for individuals aiming to improve their writing skills for both personal and professional use. By the end, learners will be confident in their ability to produce clear, error-free text, enhancing both their academic and workplace communication. Course Description: This course covers the key elements of spelling, punctuation, and grammar that form the foundation of written English. Topics include an introduction to grammar, sentence structure, and common spelling errors. Learners will gain a clear understanding of how to use punctuation and capitalisation correctly and will learn how to avoid common mistakes in writing. Through engaging content, learners will develop their skills to produce precise and coherent text. Whether for professional writing, academic purposes, or personal development, this course ensures learners are equipped to communicate effectively in written form. English: Spelling, Punctuation, and Grammar Curriculum: Module 01: Introduction to the Course Module 02: The Basics of Grammar Module 03: The Basics of Sentence Module 04: Structure of Sentence Module 05: Question Module 06: Punctuation & Capitalisation Module 07: Spelling Module 08: Common Mistakes & Ways to Improve (See full curriculum) Who is this course for? Individuals seeking to improve their written communication skills. Professionals aiming to enhance their written presentation in the workplace. Beginners with an interest in mastering English writing. Those looking to refine their grammar and spelling for academic or personal purposes. Career Path Content Writer Proofreader Editor Administrative Assistant Teacher/Tutor Communications Specialist Copywriter

Culinary Skills Training Course Overview Culinary Skills Training offers a comprehensive introduction to the art of cooking, aimed at equipping learners with essential kitchen techniques, food preparation methods, and an understanding of various cuisines. Whether you're pursuing a career in the culinary field or enhancing your home cooking, this course provides the foundational skills needed to excel. Through a structured approach, learners will gain valuable expertise in ingredient selection, cooking methods, and recipe creation, preparing them for a range of culinary opportunities. By the end, students will be confident in creating diverse dishes and managing kitchen operations efficiently. Course Description This course dives into the core aspects of culinary arts, covering key topics such as recipe formulation, ingredient preparation, cooking techniques, and food presentation. Learners will explore various cuisines, understanding both traditional and modern cooking styles. Each module is designed to foster an appreciation for the science of food, from balancing flavours to selecting the right tools. Participants will develop a strong understanding of kitchen management, hygiene standards, and the techniques needed to create high-quality dishes. Upon completion, learners will have the skills to work in diverse culinary environments, from restaurants to catering businesses. Culinary Skills Training Curriculum: Module 01: Introduction to Culinary Techniques Module 02: Recipe Development and Ingredient Selection Module 03: Cooking Methods and Techniques Module 04: Culinary Arts Across Cuisines Module 05: Kitchen Management and Hygiene Module 06: Food Presentation and Plating (See full curriculum) Who is this course for? Individuals seeking to improve their cooking skills for personal or professional use. Professionals aiming to enhance their culinary expertise for career advancement. Beginners with an interest in learning the basics of cooking. Aspiring chefs or individuals looking to switch to a culinary career. Career Path Chef Kitchen Manager Caterer Food Stylist Restaurant Owner Culinary Instructor

Furniture Restoration and Styling Course Overview This course offers a comprehensive introduction to furniture restoration and styling, equipping learners with the essential skills to restore and revamp various furniture types. Participants will gain knowledge of different restoration techniques, including working with woods, upholstery, and antiques, and will learn how to approach DIY restoration projects. This course is designed to provide learners with a solid foundation in the field, empowering them to either pursue restoration as a hobby or build a career in this specialised area. Course Description The course delves into a variety of topics including the basics of furniture restoration, the types of wood used, and the techniques involved in restoring upholstered and antique furniture. Learners will explore how to properly assess furniture for restoration, how to select the right materials, and how to apply industry-standard methods to bring furniture back to life. Additionally, the course highlights important safety precautions and offers insight into the career opportunities available for furniture restorers in the UK. Upon completion, learners will have a thorough understanding of the restoration process and the skills required to begin their own projects or pursue professional roles in the field. Furniture Restoration and Styling Curriculum Module 01: Introduction to Furniture Restoration Module 02: How to Get Started Module 03: Woods in Furniture Restoration Module 04: Upholstery Restoration Module 05: Restoring Antique Furniture Module 06: DIY: Restoration Projects Module 07: Safety Precautions in DIY Projects Module 08: Career Information for Furniture Restorers in the UK (See full curriculum) Who is this course for? Individuals seeking to develop skills in furniture restoration. Professionals aiming to expand their expertise in furniture care and maintenance. Beginners with an interest in sustainable design and craftsmanship. Those looking to explore a career in the furniture restoration industry. Career Path Furniture Restorer Antique Furniture Specialist Upholsterer Restoration Consultant Self-employed Furniture Restoration Business Owner

Dental Hygiene Online Course Course Overview: This Dental Hygiene Online Course offers a comprehensive introduction to the essential concepts and techniques in dental care. It covers topics such as dental anatomy, oral diseases, and the importance of personal dental hygiene. The course is designed to equip learners with the knowledge needed to maintain optimal dental health and address common dental concerns. Through this course, learners will gain a thorough understanding of oral care, which can be applied to both personal practice and professional environments. Course Description: In this course, learners will explore the fundamental aspects of dental hygiene, including the anatomy of the teeth, the prevention and treatment of dental diseases, and effective oral care methods. The course covers essential topics such as paediatric dental care, diet’s impact on dental health, and the benefits of herbal oral care. Learners will also gain insights into dental check-ups, dentures, and other aspects of oral health. By completing the course, learners will be well-prepared to promote and maintain dental hygiene, both personally and in various professional settings. Dental Hygiene Online Course Curriculum: Module 01: Introduction to Dental Hygiene Module 02: Benefits of Personal Dental Care Module 03: Dental Anatomy Module 04: Methods of Oral Care Module 05: Dental and Oral Diseases Module 06: Diet and Dental Health Module 07: Paediatric Dental Care Module 08: Herbal Oral Care Module 09: Dental Check-Up Module 10: Dentures (See full curriculum) Who is this course for? Individuals seeking to improve their dental health knowledge Professionals aiming to enhance their understanding of oral care Beginners with an interest in dental hygiene Those looking to pursue a career in the dental industry Career Path: Dental Hygienist Dental Assistant Oral Health Educator Dental Care Specialist Health and Wellness Educator

Recruiting Talent and Termination Procedure Course Overview: This comprehensive course on "Recruiting Talent and Termination Procedure" provides an in-depth understanding of the recruitment process, effective interviewing methods, and employee termination procedures. Learners will explore a wide range of topics, from creating effective recruitment strategies to managing employee terminations in a legal and ethical manner. The course offers practical value by equipping learners with the necessary knowledge and skills to excel in HR roles and manage critical HR processes. On completion, learners will be prepared to contribute effectively to recruitment and employee management within an organisation. Course Description: This course covers the entire recruitment lifecycle, including the development of recruitment models, selection methods, and the nuances of human resource management. Key topics include virtual interviewing techniques, employee on-boarding strategies, and the legal and procedural aspects of employee termination. Through a structured learning experience, learners will develop skills in recruitment planning, interview preparation, and managing the complexities of terminating employment. With a focus on the latest HR practices, the course ensures learners are prepared to handle recruitment and termination tasks with professionalism and confidence. Recruiting Talent and Termination Procedure Curriculum: Module 01: Introduction to Recruitment Process Model Module 02: Recruitment Methods Module 03: Human Resource Management Module 04: Key Skills and Issues in Recruitment Function Module 05: Virtual Interviewing Module 06: Employee On-Boarding Module 07: Introduction to The Employee Termination Module 08: The Employee Termination Procedure Module 09: Employee Termination Letter and Guide (See full curriculum) Who is this course for? Individuals seeking to enhance their understanding of recruitment and employee management. Professionals aiming to advance their career in HR or recruitment. Beginners with an interest in human resource management. HR practitioners seeking to update their skills in recruitment and termination processes. Career Path: HR Manager Recruitment Consultant Talent Acquisition Specialist Employee Relations Officer HR Coordinator HR Director

Javascript for Data Structures Course Overview This course, JavaScript for Data Structures, offers a comprehensive introduction to fundamental data structures using JavaScript. Learners will explore core concepts such as lists, stacks, queues, and sets, gaining a solid understanding of how data is organised and managed in programming. The course emphasises clear, logical thinking and problem-solving skills applicable to software development, data analysis, and computer science. By the end, participants will be able to implement key data structures effectively, enhancing their coding proficiency and preparing them for more advanced programming challenges or career opportunities in technology-related fields. Course Description This course delves into essential data structures within JavaScript, providing detailed coverage of lists, stacks, queues, and sets. Learners will study how these structures operate, their use cases, and how to manipulate them efficiently in code. The curriculum is designed to develop both theoretical understanding and coding ability through structured explanations and examples. Throughout the course, students will develop skills in data organisation, algorithmic thinking, and memory management principles. This knowledge is critical for writing optimised code and tackling complex computational problems in software development and data science domains. Javascript for Data Structures Curriculum Module 01: Introduction Module 02: Essential Concepts Module 03: List Data Structure Module 04: Stack Data Structure Module 05: Queue Data Structure Module 06: Set Data Structure Module 07: Final Thought (See full curriculum) Who Is This Course For? Individuals seeking to build strong foundations in data structures using JavaScript. Professionals aiming to enhance their software development skills. Beginners with an interest in programming and computer science. Students preparing for technical roles in coding or data analysis. Career Path Software Developer Front-End Developer Data Analyst Junior Programmer Computer Science Student