198 Linguistics courses

Duration 3 Days 18 CPD hours This course is intended for The ideal audience for the RPA and UiPath Boot Camp is beginners in the field of RPA and individuals in roles such as developers, project managers, operation analysts, and tech enthusiasts looking to familiarize themselves with automation technologies. It's also perfectly suited for business professionals keen on understanding and implementing automated solutions within their organizations to optimize processes. Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Working in a hands-on learning environment, led by our Automation Learning expert instructor, students will explore: Gain a thorough understanding of Robotic Process Automation (RPA) and its applications using UiPath, setting a solid foundation for future learning and application. Learn to record and play in UiPath Studio, a key skill that enables automating complex tasks in a user-friendly environment. Master the art of designing and controlling workflows using Sequencing, Flowcharting, and Control Flow, helping to streamline and manage automation processes effectively. Acquire practical skills in data manipulation, from variable management to CSV/Excel and data table conversions, empowering you to handle data-rich tasks with confidence. Develop competence in managing controls and exploring various plugins and extensions, providing a broader toolkit for handling diverse automation projects. Get hands-on experience with exception handling, debugging, logging, code management, and bot deployment, fundamental skills that ensure your automated processes are reliable and efficient. How to deploy and control Bots with UiPath Orchestrator 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. What is Robotic Process Automation? Scope and techniques of automation Robotic process automation About UiPath The future of automation Record and Play UiPath stack Downloading and installing UiPath Studio Learning UiPath Studio Task recorder Step-by-step examples using the recorder Sequence, Flowchart, and Control Flow Sequencing the workflow Activities Control flow, various types of loops, and decision making Step-by-step example using Sequence and Flowchart Step-by-step example using Sequence and Control flow Data Manipulation Variables and scope Collections Arguments ? Purpose and use Data table usage with examples Clipboard management File operation with step-by-step example CSV/Excel to data table and vice versa (with a step-by-step example) Taking Control of the Controls Finding and attaching windows Finding the control Techniques for waiting for a control Act on controls ? mouse and keyboard activities Working with UiExplorer Handling events Revisit recorder Screen Scraping When to use OCR Types of OCR available How to use OCR Avoiding typical failure points Tame that Application with Plugins and Extensions Terminal plugin SAP automation Java plugin Citrix automation Mail plugin PDF plugin Web integration Excel and Word plugins Credential management Extensions ? Java, Chrome, Firefox, and Silverlight Handling User Events and Assistant Bots What are assistant bots? Monitoring system event triggers Monitoring image and element triggers Launching an assistant bot on a keyboard event Exception Handling, Debugging, and Logging Exception handling Common exceptions and ways to handle them Logging and taking screenshots Debugging techniques Collecting crash dumps Error reporting Managing and Maintaining the Code Project organization Nesting workflows Reusability of workflows Commenting techniques State Machine When to use Flowcharts, State Machines, or Sequences Using config files and examples of a config file Integrating a TFS server Deploying and Maintaining the Bot Publishing using publish utility Overview of Orchestration Server Using Orchestration Server to control bots Using Orchestration Server to deploy bots License management Publishing and managing updates

Course Overview Learn the Latest Skills | Acknowledged by CPD & QLS | Acknowledged Certificate | MCQ Based Exam & Tutor Support | Interactive Video Training  Even while there are millions of people who aspire to start a new life abroad, the vast majority of them will never realize their ambitions. Taking a TEFL (TESOL) Course is a terrific way to get started on the path to a new life of living and working abroad if you want to be one of those people who make it happen. Through this course, you will acquire the fundamental abilities required to train as an English language teacher. This involves a critical comprehension of the grammar and structure of the English language as well as a variety of classroom management abilities and language teaching methodologies. What Will You Learn? Gain the fundamental knowledge of the principles of teaching English as a foreign language Discover a wide range of approaches and methods for teaching foreign students Develop the practical skills to deliver engaging, informative and inclusive lessons Explore the role and responsibilities of a TESOL teacher & understand the challenges teacher and students may face Receive an internationally acknowledged teacher education lesson on successful course completion Learn effective methods for teaching the four language skills: reading, writing, speaking and listening Understand the basics of classroom management to create dynamic lesson plans Get expert career guidance and understand your job opportunities & requirements for teaching roles What classes are included in this package? Earn a digital certificate upon successful completion There are no set schedules, so you can work at your own pace. Our email and live chat specialists are available to assist you 24 hours a day, 7 days a week. On weekdays, you'll have access to a full-time tutor. Learn in a user-friendly, cutting-edge online learning environment. High-quality e-learning study materials Benefit from instant feedback through mock exams and multiple-choice assessments Who Should Take This Course? You will learn everything that is needed regarding Teaching English as a Foreign Language. This is an excellent opportunity for anyone from any academic background to learn more and advance their learning, launch a new career or reinvigorate an existing one. Career Path Training offered by the TEFL (TESOL) Course could potentially benefit a range of roles, but would particularly enhance careers in: Teacher Consultancy Life Coach Career Counsellor Other Administrative Roles Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Mock exams Multiple-choice assessments Assignment Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £99. Please note that overseas students may be charged an additional £10 for postage. Endorsement This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Method of Assessment On successful completion of the TEFL (TESOL) Course, you will be required to sit an online multiple-choice assessment. You will need to score 60% or above to pass the course. After successfully passing the exam, you will be able to apply for a Quality Licence Scheme endorsed certificate of achievement. The assessment will be evaluated automatically and the results will be given to you immediately. Course Content Module 01: Introduction to English Language Teaching & Learning Module 02: Linguistics Module 03: English Pronunciation Module 04: Teaching Grammar and Vocabulary Module 05: Language Teaching Methodologies Module 06: Teaching Receptive Skills: Reading Module 07: Teaching Productive Skills: Writing Module 08: Teaching Receptive Skills: Listening Module 09: Teaching Productive Skills: Speaking Module 10: Lesson Planning and Creating Materials Module 11: Use of Games and Activities Module 12: Technology in Second Language Teaching & Learning Module 13: Classroom Management and Student Motivation Module 14: Teaching English: Situational Approach Module 15: Professional Development and Employment

For multilingual individuals who are considering moving into or specialising in Legal Translation. From award-winning linguisttraining.com.

Our 120 hours TEFL Course is a comprehensive training program that prepares you to teach English as a foreign language with confidence and competence. With expert guidance, you will learn language teaching methodologies, lesson planning and high proficiency in English teaching. This Course At A Glance Accredited by CPD UK Endorsed by Quality Licence Scheme Master several teaching methods to teach TEFL/TESOL Discover how to effectively teach students a new language Broaden your vocabulary and grammatical knowledge Explore classroom management methods that make the learning environment interesting Learn how to make efficient lesson plans = 120 hours TEFL Course / TESOL Certification Course Overview TEFL / TESOL certification course has been specially developed for people who are passionate about teaching languages or for people aspiring to work as a TEFL or TESOL instructor. This comprehensive course, crafted by professionals in the field, will cover the basics of teaching linguistics to help students learn English more easily. This online course will equip you with a number of classroom management skills and language teaching strategies, as well as an understanding of how the English language is structured. You learn how to structure your lessons, know how to correct students and teach receptive skills to students. This course will set you up with the most advanced skills in the English language with impeccable grammar and vocabulary.  Who should take this course? This TEFL / TESOL certification course is primarily aimed at: Home tutor Immigrant English language teacher TEFL / TESOL instructor Aspiring TEFL / TESOL instructor Aspiring EFL teachers People looking for a career change Anyone seeking a professional teaching career abroad EFL teachers looking for career growth and enhancement of teaching skills However, this course is not restricted to a particular sector or profession. This course is open to anyone who wants to fully comprehend every component and teaching strategy used in TEFL and TESOL. Entry Requirements There are no academic entry requirements for this accredited 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 certification 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 can grasp from each section. In the assessment pass mark is 60%. Course Curriculum Module 01: TEFL Principles Module 01: TEFL Principles Module 02: TEFL Methodology Module 02: TEFL Methodology Module 03: Teaching a Language Module 03: Teaching a Language Module 04: Teaching Vocabulary and Grammar Module 04: Teaching Vocabulary and Grammar Module 05: Grammar and Tenses Module 05: Grammar and Tenses Module 06: Teaching Receptive Skills Module 06: Teaching Receptive Skills Module 07: Classroom Management Module 07: Classroom Management Module 08: Teaching Tools Module 08: Teaching Tools Module 09: Correcting Students Module 09: Correcting Students Module 10: Lesson Planning Module 10: Lesson Planning Assessment Mock Assessment Mock - 120 hours TEFL / TESOL Certification Assessment Assessment - 120 hours TEFL / TESOL Certification Recognised Accreditation CPD Certification Service 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. 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. Quality Licence Scheme Endorsed 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.     Certificate of Achievement 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 What is a TEFL course? TEFL is an acronym for Teaching English as a Foreign Language. This program provides training to individuals on how to teach English to non-native speakers. It covers topics such as lesson planning, grammar, and classroom management. How is this online TESOL course different from the Univerity TESOL? YES, there is a vast difference between the university and online TESOL certificate. As university students, they achieved the TEFL certification after four years of schooling, but in the online course, you will learn pretty much the same things quickly. Both certificates have values and can be used for different purposes. Such as: if you are a graduate student and want to become a teacher and need to earn more certifications, you can earn that certificate by doing a course online. However, you might not be able to pursue a career as an English teacher if you hold only an online TESOL certificate. Does this course expire? TEFL certification is a lifetime qualification that does not expire. There is no need to renew the certificate or take additional coursework to keep it valid. Once you have completed the online certification course and earned the certificate, you can use it for the rest of your teaching career without worrying about it expiring. Will I get a Job after doing this course? Indeed, many countries in the world, including Europe, allow the teacher to teach with an accredited TEFL certificate. Does this course have any levels? This course does not have a specific level, as it can vary in course content and duration. How much do TEFL teachers earn? According to data from the UK government's Department for Education, the average starting salary for a TEFL teacher in the UK is around £27,000 per year. However, this can vary depending on the experience level, location, and type of school or institution. How to buy this course? First, select your desired course plan among the multiple existing course plans on the right side of your screen, then select the payment type, and once you made the payment, you can access the course any time you want. How will I get access to the TEFL course after making the payment? A confirmation email will be sent to your registered email after payment. Hereafter anytime, you can start your learning journey with Lead Academy. I am from outside the UK. Will I get access to the Course? Yes, you can. Since it is an e-learning course, anyone from anywhere can enrol in our courses. When will I get the certificate? For a 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. What do you mean by a CPD course? CPD refers to Continuing Professional Development, and the CPD-accredited course is developed for individuals who want to improve and update their skills within their professional field continuously. This certificate claims that the certificate holder's knowledge is up-to-date in their work area. What is the benefit of doing an accredited course? You will only realize the benefit of having a CPD-accredited certificate once you face the corporate world. As employees, job places and more value the CPD-accredited certificate, you must own this certificate by doing the course with us.

48-Hour Knowledge Knockdown! Prices Reduced Like Never Before! Are you aware that English is spoken by 20% of the world's population? English is the native language of about 360 million people and the global business language. Millions of people worldwide speak English, and billions more want to enhance their English abilities. As a result, the globe is always in need of teachers who can teach English as a foreign language. If you are interested in teaching language, this 120 Hours TEFL (TESOL) course can give you a kickstart. This Advanced Diploma in TEFL (TESOL) at QLS Level 7 course is endorsed by The Quality Licence Scheme and accredited by CPDQS (with 180 CPD points) to make your skill development & career progression more accessible than ever! This TEFL / TESOL Advanced Diploma course will introduce you to English language teaching and learning. You will learn how to use educational games and activities to teach students important listening, reading, writing, and speaking skills while strengthening their linguistic ability. You will also learn how to prepare, arrange, and deliver interesting foreign language lesson planning and creating materials. This industry-recognised course takes only 120 hours to complete and is specifically intended to give you the ability to teach English at a basic level. It also covers crucial skills that can help you advance in your profession. Enrol in this comprehensively designed 120 Hours TEFL (TESOL) course today to get the expertise to teach! Learning Outcomes Understand the significance of English language teaching and learning. Learn about several linguistic techniques. Get a firm grasp of English pronunciation. Learn enough about the fundamentals of grammar and vocabulary. Improve your skills in reading, writing, listening and speaking. Increase your understanding of TEFL lesson frameworks and become acquainted with the steps and structure of an English lesson. Learn to use games and activities. Recognise the technology in second language teaching and learning. Investigate many situational approaches. Explore the link between professional development and employment. Why Prefer This TEFL / TESOL Course? Opportunity to earn certificate a certificate endorsed by the Quality Licence Scheme & another accredited by CPDQS after completing the TEFL / TESOL course Get a free student ID card! (£10 postal charge will be applicable for international delivery) Innovative and engaging content. Free assessments 24/7 tutor support. Experts created the TEFL / TESOL Training course to provide a rich and in-depth training experience for all students who enrol in it. Enrol in the course right now and you'll have immediate access to all of the course materials. Then, from any internet-enabled device, access the course materials and learn when it's convenient for you. Start your learning journey straight away with this course and take a step toward a brighter future! *** Course Curriculum *** Here is the curriculum breakdown of the course: Module 01: Introduction to English Language Teaching & Learning Nature of Language How Do We Learn Language? How Do We Teach Language? Module 02: Linguistics Phonology Lexicology Morphology Module 03: English Pronunciation Teaching Pronunciation Useful Tips Word Stress Module 04: Teaching Grammar and Vocabulary Subjects, Verbs and Objects The Subjects The Verbs Recognising Regular and Irregular Verbs Shortening Verbs with Contractions The Object Proposing Prepositions Module 05: Language Teaching Methodologies Teaching Models that Have Influenced Current Teaching Practice Grammar Translation Method (GTM) Direct Method Audio lingual Method (ALM) Module 06: Teaching Receptive Skills: Reading Introduction Factors That Influence the Reading in a Foreign or Second Language Cognitive Development and Style Orientation Forming Associations Metacognitive Knowledge Developing Reading skills & Second Language Proficiency Degree of Difference between the First Language and the Second Language or Foreign Language Cultural Orientation Module 07: Teaching Productive Skills: Writing Sentence Structure Second Language Writing Creating New Knowledge Writing Competence Writing Process Writing Tasks Informative and Explanatory Writing Module 08: Teaching Receptive Skills: Listening Introduction Historical Perspective What Makes a Good Listening Text? Structuring Your Lessons Authentic Versus Non-Authentic Listening Materials Listening Sources Module 09: Teaching Productive Skills: Speaking Introduction to Speaking English Reasons for Teaching Speaking What Is "Teaching Speaking"? The Roles of Students in Learning Speaking Speaking Strategies and Teaching Techniques Module 10: Lesson Planning and Creating Materials Introduction Deciding What to Teach? Keeping Things Relevant Setting Lesson Aims & Objectives Stage Aims Lesson Structure Presentation, Practice, and Production Some Tips What are classroom Materials? Important Uses of Materials Listing Popular Course Books and Published Resources Adapting Your Course Book Making Use of Authentic Materials Module 11: Use of Games and Activities Games for Language Learning Roleplay Usage of Songs Using the News Module 12: Technology in Second Language Teaching & Learning Technologies for Teaching and Learning L2 Grammar Technologies for Teaching and Learning L2 Vocabulary CALL Tools for Reading and Writing CALL Tools for Listening and Speaking Distance Language Teaching with Technology Telecollaboration Module 13: Classroom Management and Student Motivation Running Your Classes Effectively Organising Your Classroom Establishing Classroom Rules Keeping Order Students Keep Using Their Language What If Students Don't Want to Talk Students Bored and/or Unmotivated Strong Student Dominance Time Management Lateness Module 14: Teaching English: Situational Approach Teaching English to Young Learners Teaching English to Adults Cooperative Teaching and Learning Teaching Business English Module 15: Professional Development and Employment TEFL Marketplace Getting Out There Thinking About a Stint or a Life in TEFL Teaching the Teacher Assessment Process You have to complete the assignment questions given at the end of the course and score a minimum of 60% to pass each exam.Our expert trainers will assess your assignment and give you feedback after you submit the assignment. After passing the Advanced Diploma in TEFL (TESOL) at QLS Level 7 course exam, you will be able to request a certificate at an additional cost that has been endorsed by the Quality Licence Scheme. CPD 180 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course is appropriate for anybody interested in teaching the English language. If you want to succeed in this sector, this course can be the right start. Requirements The TEFL / TESOL Training program does not require any prior knowledge; everyone may participate! This TEFL / TESOL Training course is open to anyone interested in learning from anywhere in the world. Every student must be over the age of 16 and have a passion for learning and literacy. This 100% online course can be accessed from any internet-connected device, such as a computer, tablet, or smartphone. This TEFL / TESOL Training course allows you to study at your speed and grow a quality skillset. Career path This course creates a new door for you to access the relevant job market and allows you to gather in-depth information and the necessary abilities to thrive in the following career options. TEFL Teacher IELTS Instructor English Teacher TEFL teachers in the United Kingdom generally make between £26,600 and £33,000 per year. Certificates Certificate of completion Digital certificate - £10 Advanced Diploma in TEFL (TESOL) at QLS Level 7 Hard copy certificate - £139 Show off Your New Skills with a Certificate of Completion After successfully completing the Advanced Diploma in TEFL (TESOL) at QLS Level 7, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with a pricing scheme of - 139 GBP inside the UK 149 GBP (including postal fees) for International Delivery Certificate Accredited by CPDQS 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (International Delivery)

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.

A personalised live mentoring session with your LanguagePartner, via video. You can ask the questions you really want to ask, get feedback on the DPSI and discuss the DPSI exam and your professional career.

A personalised live mentoring session with your LanguagePartner, via video. You can ask the questions you really want to ask, get feedback on Translation Practice and discuss the exam and your professional career.

A personalised live mentoring session with your LanguagePartner, via video. You can ask the questions you really want to ask, get feedback on the ILTD and discuss legal translation and your professional career.

A personalised live mentoring session with your LanguagePartner, via video. You can ask the questions you really want to ask, get feedback on CertTrans Translation Practice and discuss the CertTrans exam and your professional career.