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26037 Courses in Cardiff delivered Online

NLP Boot Camp / Hands-On Natural Language Processing (TTAI3030)

By Nexus Human

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.

NLP Boot Camp / Hands-On Natural Language Processing  (TTAI3030)
Delivered OnlineFlexible Dates
Price on Enquiry

Early Years Foundation Stage (EYFS) - Training Course

By Imperial Academy

Level 5 QLS Endorsed Course | CPD & CiQ Accredited | Audio Visual Training | Free PDF Certificate | Lifetime Access

Early Years Foundation Stage (EYFS) - Training Course
Delivered Online On Demand
£12

Python from Scratch and Javascript Programming

By Compliance Central

Are you looking to enhance your Python from Scratch skills? If yes, then you have come to the right place. Our comprehensive courses on Python from Scratch will assist you in producing the best possible outcome by learning the Python from Scratch skills. Get 3 CPD Accredited Courses for only £12! Offer Valid for a Limited Time!! Hurry Up and Enrol Now!!! Course 01: Python from Scratch Course 02: Intermediate Python Coding Course 03: Javascript Programming for Beginners So, enrol in our Python from Scratch bundle now! Other Benefits Lifetime Access to All Learning Resources An Interactive, Online Course A Product Created By Experts In The Field Self-Paced Instruction And Laptop, Tablet, And Smartphone Compatibility 24/7 Learning Support Free Certificate After Completion Learn at your own pace from the comfort of your home, as the rich learning materials of this course are accessible from any place at any time. The curriculums are divided into tiny bite-sized modules by industry specialists. And you will get answers to all your queries from our experts. So, enrol and excel in your career with Compliance Central. Who is this course for? Anyone from any background can enrol in this Python from Scratch bundle. Requirements To enrol in this Python from Scratch, all you need is a basic understanding of the English Language and an internet connection. Career path After completing this course, you can explore trendy and in-demand jobs related to Python from Scratch. Certificates CPD Accredited Hard Copy Certificate Hard copy certificate - Included CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: £3.99 each Outside of the UK: £9.99 each CPD Accredited PDF Certificate Digital certificate - Included 3 CPD Accredited PDF Certificate

Python from Scratch and Javascript Programming
Delivered Online On Demand15 hours
£12

Delivery Driver Training

By Compliance Central

Delivery Driver course is for those who want to advance in this field. Throughout this course, you will learn the essential skills and gain the knowledge needed to become well versed in Delivery Driver. Our course starts with the basics of Delivery Driver and gradually progresses towards advanced topics. Therefore, each lesson of this Delivery Driver is intuitive and easy to understand. So, stand out in the job market by completing the Delivery Driver course. Get an accredited certificate and add it to your resume to impress your employers. Along with the Delivery Driver course, you also get: Lifetime Access Unlimited Retake Exam & Tutor Support Easy Accessibility to the Course Materials- Anytime, Anywhere - From Any Smart Device (Laptop, Tablet, Smartphone Etc.) 100% Learning Satisfaction Guarantee Learn at your own pace from the comfort of your home, as the rich learning materials of this course are accessible from any place at any time. The curriculums are divided into tiny bite-sized modules by industry specialists. And you will get answers to all your queries from our experts. So, enrol and excel in your career with Compliance Central. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Delivery Driver course. Requirements To enrol in this Delivery Driver course, all you need is a basic understanding of the English Language and an internet connection. Career path After completing this course, you can explore trendy and in-demand jobs related to Delivery Driver. Certificates Certificate of completion Digital certificate - Included CPD Accredited PDF Certificate Certificate of completion Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99

Delivery Driver Training
Delivered Online On Demand7 hours
£12

Project Management & Financial Planning

By Compliance Central

Are you looking to enhance your Project Management & Financial Planning skills? If yes, then you have come to the right place. Our comprehensive courses on Project Management & Financial Planning will assist you in producing the best possible outcome by learning the Project Management & Financial Planning skills. This Project Management & Financial Planning Bundle Includes Course 01: Project Management Course 02: Finance & Investment So, enrol in our Project Management & Financial Planning bundle now! Other Benefits Lifetime Access to All Learning Resources An Interactive, Online Course A Product Created By Experts In The Field Self-Paced Instruction And Laptop, Tablet, And Smartphone Compatibility 24/7 Learning Support Free Certificate After Completion Learn at your own pace from the comfort of your home, as the rich learning materials of this course are accessible from any place at any time. The curriculums are divided into tiny bite-sized modules by industry specialists. And you will get answers to all your queries from our experts. So, enrol and excel in your career with Compliance Central. CPD 20 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Project Management & Financial Planning bundle. Requirements To enrol in this Project Management & Financial Planning, all you need is a basic understanding of the English Language and an internet connection. Career path After completing this course, you can explore trendy and in-demand jobs related to Project Management & Financial Planning. Certificates 2 CPD Accredited PDF Certificate Digital certificate - Included 2 CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

Project Management & Financial Planning
Delivered Online On Demand14 hours
£12

MIG Welding - CPD Accredited

By Compliance Central

MIG Welding course is for those who want to advance in this field. Throughout this course, you will learn the essential skills and gain the knowledge needed to become well versed in MIG Welding . Our course starts with the basics of MIG Welding and gradually progresses towards advanced topics. Therefore, each lesson of this MIG Welding is intuitive and easy to understand. So, stand out in the job market by completing the MIG Welding course. Get an accredited certificate and add it to your resume to impress your employers. Along with the MIG Welding course, you also get: Lifetime Access Unlimited Retake Exam & Tutor Support Easy Accessibility to the Course Materials- Anytime, Anywhere - From Any Smart Device (Laptop, Tablet, Smartphone Etc.) 100% Learning Satisfaction Guarantee Learn at your own pace from the comfort of your home, as the rich learning materials of this course are accessible from any place at any time. The curriculums are divided into tiny bite-sized modules by industry specialists. And you will get answers to all your queries from our experts. So, enrol and excel in your career with Compliance Central. Welding Basics Welding Tutorials Welding Hazards and Safety CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this MIG Welding course. Requirements To enrol in this MIG Welding course, all you need is a basic understanding of the English Language and an internet connection. Career path After completing this course, you can explore trendy and in-demand jobs related to MIG Welding . Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

MIG Welding - CPD Accredited
Delivered Online On Demand7 hours
£12

Cyber Crime Training for Law Enforcement/Fire/Security

By Compliance Central

Cyber Crime Training for Law Enforcement/Fire/Security course is for those who want to advance in this field. Throughout this course, you will learn the essential skills and gain the knowledge needed to become well versed in Cyber Crime Training for Law Enforcement/Fire/Security. Our course starts with the basics of Cyber Crime Training for Law Enforcement/Fire/Security and gradually progresses towards advanced topics. Therefore, each lesson of this Cyber Crime Training for Law Enforcement/Fire/Security is intuitive and easy to understand. So, stand out in the job market by completing the Cyber Crime Training for Law Enforcement/Fire/Security course. Get an accredited certificate and add it to your resume to impress your employers. Along with the Cyber Crime Training for Law Enforcement/Fire/Security course, you also get: Lifetime Access Unlimited Retake Exam & Tutor Support Easy Accessibility to the Course Materials- Anytime, Anywhere - From Any Smart Device (Laptop, Tablet, Smartphone Etc.) 100% Learning Satisfaction Guarantee Learn at your own pace from the comfort of your home, as the rich learning materials of this course are accessible from any place at any time. The curriculums are divided into tiny bite-sized modules by industry specialists. And you will get answers to all your queries from our experts. So, enrol and excel in your career with Compliance Central. Who is this course for? Anyone from any background can enrol in this Cyber Crime Training for Law Enforcement/Fire/Security course. Requirements To enrol in this Cyber Crime Training for Law Enforcement/Fire/Security course, all you need is a basic understanding of the English Language and an internet connection. Career path After completing this course, you can explore trendy and in-demand jobs related to Cyber Crime Training for Law Enforcement/Fire/Security. Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

Cyber Crime Training for Law Enforcement/Fire/Security
Delivered Online On Demand1 hour
£12

Purchase Ledger Diploma Training

By Compliance Central

Purchase Ledger course is for those who want to advance in this field. Throughout this course, you will learn the essential skills and gain the knowledge needed to become well versed in Purchase Ledger. Our course starts with the basics of Purchase Ledger and gradually progresses towards advanced topics. Therefore, each lesson of this Purchase Ledger is intuitive and easy to understand. So, stand out in the job market by completing the Purchase Ledger course. Get an accredited certificate and add it to your resume to impress your employers. Along with the Purchase Ledger course, you also get: Lifetime Access Unlimited Retake Exam & Tutor Support Easy Accessibility to the Course Materials- Anytime, Anywhere - From Any Smart Device (Laptop, Tablet, Smartphone Etc.) 100% Learning Satisfaction Guarantee Learn at your own pace from the comfort of your home, as the rich learning materials of this course are accessible from any place at any time. The curriculums are divided into tiny bite-sized modules by industry specialists. And you will get answers to all your queries from our experts. So, enrol and excel in your career with Compliance Central. Module 01: Introduction to Purchase Ledger Module 02: Importance of Purchase Ledger Module 03: Skills for Purchase Ledger Management Module 04: Purchase Ledger Control Account Module 05: Managing Purchase Ledger Successfully Module 06: Reconciliation Module 07: The Key to a Paperless Purchase Ledger World CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Purchase Ledger course. Requirements To enrol in this Purchase Ledger course, all you need is a basic understanding of the English Language and an internet connection. Career path After completing this course, you can explore trendy and in-demand jobs related to Purchase Ledger. Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

Purchase Ledger Diploma Training
Delivered Online On Demand2 hours
£12

Oven Cleaning Diploma Training

By Compliance Central

Oven Cleaning course is for those who want to advance in this field. Throughout this course, you will learn the essential skills and gain the knowledge needed to become well versed in Oven Cleaning. Our course starts with the basics of Oven Cleaning and gradually progresses towards advanced topics. Therefore, each lesson of this Oven Cleaning is intuitive and easy to understand. So, stand out in the job market by completing the Oven Cleaning course. Get an accredited certificate and add it to your resume to impress your employers. Along with the Oven Cleaning course, you also get: Lifetime Access Unlimited Retake Exam & Tutor Support Easy Accessibility to the Course Materials- Anytime, Anywhere - From Any Smart Device (Laptop, Tablet, Smartphone Etc.) 100% Learning Satisfaction Guarantee Learn at your own pace from the comfort of your home, as the rich learning materials of this course are accessible from any place at any time. The curriculums are divided into tiny bite-sized modules by industry specialists. And you will get answers to all your queries from our experts. So, enrol and excel in your career with Compliance Central. Module 01: Introduction to Oven Module 02: Introduction to Industrial Oven/ Furnace Module 03: The Importance of Oven Cleaning Module 04: Kitchen Oven Cleaning Process Module 05: Commercial Oven Cleaning Process Module 06: Green Oven Cleaning Module 07: Starting Your Own Oven Cleaning Service Module 08: Safety, Compliance and Requirements CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Oven Cleaning course. Requirements To enrol in this Oven Cleaning course, all you need is a basic understanding of the English Language and an internet connection. Career path After completing this course, you can explore trendy and in-demand jobs related to Oven Cleaning. Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

Oven Cleaning Diploma Training
Delivered Online On Demand2 hours
£12

Office Admin and Organisation Skills

By Compliance Central

Office Admin and Organisation Skills course is for those who want to advance in this field. Throughout this course, you will learn the essential skills and gain the knowledge needed to become well versed in Office Admin and Organisation Skills. Our course starts with the basics of Office Admin and Organisation Skills and gradually progresses towards advanced topics. Therefore, each lesson of this Office Admin and Organisation Skills is intuitive and easy to understand. So, stand out in the job market by completing the Office Admin and Organisation Skills course. Get an accredited certificate and add it to your resume to impress your employers. Along with the Office Admin and Organisation Skills course, you also get: Lifetime Access Unlimited Retake Exam & Tutor Support Easy Accessibility to the Course Materials- Anytime, Anywhere - From Any Smart Device (Laptop, Tablet, Smartphone Etc.) 100% Learning Satisfaction Guarantee Learn at your own pace from the comfort of your home, as the rich learning materials of this course are accessible from any place at any time. The curriculums are divided into tiny bite-sized modules by industry specialists. And you will get answers to all your queries from our experts. So, enrol and excel in your career with Office Admin and Organisation Skills Central. Module 01: Introduction to Office Administration Module 02: Skills of an Effective Administrator Module 03: Communication Skills Module 04: Remove the Clutter Module 05: Prioritize Module 06: Scheduling Your Time Module 07: To Do Lists Module 08: Paper and Paperless Storage Module 09: Organization in Your Work Area Module 10: Tools to Fight Procrastination Module 11: Organizing Your Inbox Module 12: Avoid the Causes of Disorganization Module 13: Discipline is the Key to Stay Organized Module 14: Negotiation Techniques Module 15: Conflict Management Module 16: Stress Management CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Office Admin and Organisation Skills course. Requirements To enrol in this Office Admin and Organisation Skills course, all you need is a basic understanding of the English Language and an internet connection. Career path After completing this course, you can explore trendy and in-demand jobs related to Office Admin and Organisation Skills.

Office Admin and Organisation Skills
Delivered Online On Demand3 hours
£12