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.
Overview Fundamentals of Business Analysis is yet another 'Teacher's Choice' course from Teachers Training for a complete understanding of the fundamental topics. You are also entitled to exclusive tutor support and a professional CPD-accredited certificate in addition to the special discounted price for a limited time. Just like all our courses, this Fundamentals of Business Analysis and its curriculum have also been designed by expert teachers so that teachers of tomorrow can learn from the best and equip themselves with all the necessary skills. Consisting of several modules, the course teaches you everything you need to succeed in this profession. The course can be studied part-time. You can become accredited within 09 Hours studying at your own pace. Your qualification will be recognised and can be checked for validity on our dedicated website. Why Choose Teachers Training Some of our website features are: This is a dedicated website for teaching 24/7 tutor support Interactive Content Affordable price Courses accredited by the UK's top awarding bodies 100% online Flexible deadline Entry Requirements No formal entry requirements. You need to have: Passion for learning A good understanding of the English language Be motivated and hard-working Over the age of 16. Certification CPD Certification from The Teachers Training After you have successfully completed your assignment, you will be qualified to apply for a CPD Certification from The Teachers Training. The PDF certificate can be downloaded after you have completed your course. You can get your digital certificate (PDF) for £4.99 only Hard copy certificates are also available, and you can get one for only £8.99 The certificate will add significant weight to your CV and will give you a competitive advantage when applying for jobs. Module 01: An Introduction to Business Analysis An Introduction to Business Analysis 00:48:00 Module 02: The Necessity of a Business Analyst The Necessity of a Business Analyst 00:41:00 Module 03: Addressing Requirements Addressing Requirements 00:23:00 Module 04: Needs Assessment Needs Assessment 01:06:00 Module 05: Business Analysis Planning Business Analysis Planning 01:13:00 Module 06: Strategy Analysis Strategy Analysis 00:28:00 Module 07: Stakeholder Analysis Stakeholder Analysis 01:08:00 Module 08: Requirements Elicitation Requirements Elicitation 00:47:00 Module 09: Requirements Analysis Requirements Analysis 00:47:00 Module 10: Traceability and Monitoring Traceability and Monitoring 00:37:00 Module 11: Solution Evaluation Solution Evaluation 00:48:00
Business Analysis is yet another 'Teacher's Choice' course from Teachers Training for a complete understanding of the fundamental topics. You are also entitled to exclusive tutor support and a professional CPD-accredited certificate in addition to the special discounted price for a limited time. Just like all our courses, this Business Analysis and its curriculum have also been designed by expert teachers so that teachers of tomorrow can learn from the best and equip themselves with all the necessary skills. Consisting of several modules, the course teaches you everything you need to succeed in this profession. The course can be studied part-time. You can become accredited within 5 hours studying at your own pace. Your qualification will be recognised and can be checked for validity on our dedicated website. Why Choose Teachers Training Some of our website features are: This is a dedicated website for teaching 24/7 tutor support Interactive Content Affordable price Courses accredited by the UK's top awarding bodies 100% online Flexible deadline Entry Requirements No formal entry requirements. You need to have: Passion for learning A good understanding of the English language Be motivated and hard-working Over the age of 16. Certification CPD Certification from The Teachers Training Successfully completing the MCQ exam of this course qualifies you for a CPD-accredited certificate from The Teachers Training. You will be eligible for both PDF copy and hard copy of the certificate to showcase your achievement however you wish. You can get your digital certificate (PDF) for £4.99 only Hard copy certificates are also available, and you can get one for only £10.99 You can get both PDF and Hard copy certificates for just £12.99! The certificate will add significant weight to your CV and will give you a competitive advantage when applying for jobs. Business Analysis Introduction to Business Analysis 00:17:00 Business Processes 00:47:00 Business Analysis Planning and Monitoring 00:30:00 Strategic Analysis and Product Scope 00:31:00 Solution Evaluation 00:27:00 Investigation Techniques 00:48:00 Ratio Analysis 00:29:00 Stakeholder Analysis and Management 00:25:00 Process Improvement with Gap Analysis 00:28:00 Documenting and Managing Requirements 00:31:00 Career Prospect as a Business Analyst in the UK 00:16:00
Learn to Drive Traffic into Sales through Digital Marketing Course Overview This course on "Learn to Drive Traffic into Sales through Digital Marketing" provides learners with the essential skills to effectively use digital marketing strategies to attract, engage, and convert online traffic into sales. Covering key areas such as SEO, social media marketing, content creation, and email marketing, the course equips learners with the knowledge to optimise digital campaigns and enhance business visibility. The course is designed for individuals seeking to master digital marketing techniques to increase online sales and drive business growth. By the end of the course, learners will have a comprehensive understanding of traffic generation strategies and how to convert them into tangible business results. Course Description In this course, learners will explore various digital marketing techniques aimed at driving traffic to websites and converting that traffic into sales. Topics include SEO fundamentals, social media marketing strategies, email marketing campaigns, and creating compelling content. The course provides a structured approach to understanding how to leverage these strategies effectively, using data analytics to track and improve performance. Learners will gain the ability to create digital marketing plans, monitor campaign success, and optimise strategies to enhance online sales. The course is designed for those who want to advance their digital marketing skills and improve conversion rates, whether for personal projects or within their professional roles. Learn to Drive Traffic into Sales through Digital Marketing Curriculum Module 01: Introduction to Digital Marketing Module 02: SEO Strategies for Traffic Growth Module 03: Social Media Marketing for Engagement Module 04: Email Marketing to Convert Leads Module 05: Creating Content that Converts Module 06: Analytics and Campaign Optimisation (See full curriculum) Who is this course for? Individuals seeking to increase their online sales through digital marketing. Professionals aiming to enhance their digital marketing knowledge and career prospects. Beginners with an interest in driving business growth via online channels. Entrepreneurs wanting to optimise their digital marketing efforts. Career Path Digital Marketing Specialist SEO Manager Social Media Manager Content Marketing Strategist Email Marketing Coordinator E-commerce Manager
LinkedIn Marketing Masterclass Course Overview The LinkedIn Marketing Masterclass provides a comprehensive understanding of using LinkedIn as a powerful marketing tool. This course covers everything from creating an optimised LinkedIn profile to developing advanced content strategies, running targeted ad campaigns, and measuring marketing success. It aims to equip learners with the skills to enhance their personal or business brand, increase engagement, and drive traffic to their services or products. By the end of the course, learners will be confident in navigating LinkedIn’s features and tools to generate quality leads and achieve their marketing goals. Course Description This course delves into a variety of key topics, including building a strong LinkedIn presence, understanding LinkedIn’s algorithm, creating effective posts and articles, and leveraging LinkedIn’s advertising platform. Learners will also explore strategies for growing their network, using LinkedIn Analytics to track performance, and mastering the art of personal branding. Throughout the course, participants will gain expertise in developing LinkedIn-specific content strategies, using advanced targeting options for ads, and building a network that supports career or business objectives. By the end, learners will be equipped to maximise their LinkedIn efforts and achieve measurable results. LinkedIn Marketing Masterclass Curriculum: Module 01: Introduction to LinkedIn Marketing Module 02: Setting Up a Strong LinkedIn Profile Module 03: Building Your Network and Connections Module 04: Creating Compelling LinkedIn Content Module 05: Leveraging LinkedIn for Lead Generation Module 06: Using LinkedIn Ads to Boost Visibility Module 07: Understanding LinkedIn Analytics Module 08: Advanced LinkedIn Strategies for Business Growth (See full curriculum) Who is this course for? Individuals seeking to enhance their personal or business brand on LinkedIn. Professionals aiming to advance their careers or establish authority in their industry. Beginners with an interest in using LinkedIn for marketing or networking. Business owners and marketers wanting to utilise LinkedIn as a marketing channel. Career Path Social Media Manager Digital Marketing Specialist Content Strategist LinkedIn Ad Campaign Manager Brand Manager Business Development Executive
24 Hours Left! Don't Let Year-End Deals Slip Away - Enrol Now! This Diploma in Business Analysis at QLS Level 5 course is endorsed by The Quality Licence Scheme and accredited by CPDQS (with 150 CPD points) to make your skill development & career progression more accessible than ever! Are you looking to improve your current abilities or make a career move? If yes, our unique Business Analysis at QLS Level 5 course might help you get there! It is an expertly designed course which ensures you learn everything about the topic thoroughly. Expand your expertise with high-quality training from the Business Analysis at QLS Level 5 course. Due to Business Analysis at QLS Level 5's massive demand in the competitive market, you can use our comprehensive course as a weapon to strengthen your knowledge and boost your career development. Learn Business Analysis at QLS Level 5 from industry professionals and quickly equip yourself with the specific knowledge and skills you need to excel in your chosen career. The Business Analysis at QLS Level 5 course is broken down into several in-depth modules to provide you with the most convenient and rich learning experience possible. Upon successful completion of the Business Analysis at QLS Level 5 course, an instant e-certificate will be exhibited in your profile that you can order as proof of your skills and knowledge. Add these amazing new skills to your resume and boost your employability by simply enrolling in this Business Analysis at QLS Level 5 course. This Business Analysis at QLS Level 5 training can help you to accomplish your ambitions and prepare you for a meaningful career. So, join us today and gear up for excellence! Why Prefer This Business Analysis at QLS Level 5 Course? Opportunity to earn a certificate endorsed by the Quality Licence Scheme & another accredited by CPDQS which is completely free. 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. Take a step toward a brighter future! *** Course Curriculum *** Here is the curriculum breakdown of the Business Analysis at QLS Level 5 course: Module 01: Introduction to Business Management Module 02: Operations Management Module 03: Introduction to Business Analysis Module 04: Strategic Analysis and Product Scope Module 05: Project Management Module 06: Business Development and Succession Planning Module 07- Business Process Management Module 08: Planning & Forecasting Operations Module 09: Performance Management Module 10: Management of Cash and Credit Module 11: Managing Risk and Recovery Module 12: Quality Management Module 13: Communication Skills Module 14: Business Environment Module 15: Organisational Skills Module 16: Negotiation Techniques Module 17: Human Resource Management Module 18: Motivation and Counselling Module 19: Customer Service Module 20: Time Management Module 21: Conflict Management Assessment Process After completing an online module, you will be given immediate access to a specially designed MCQ test. The results will be immediately analysed, and the score will be shown for your review. The passing score for each test will be set at 60%. You will be entitled to claim a certificate endorsed by the Quality Licence Scheme after you have completed all of the Diploma in Business Analysis at QLS Level 5 exams. CPD 150 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Business Analysis at QLS Level 5 course is perfect for highly motivated people who want to improve their technical skills and prepare for the career they want! Requirements No prior background or expertise is required. Career path The Business Analysis at QLS Level 5 course will boost your CV and aims to help you get the job or even the long-awaited promotion of your dreams. Certificates CPDQS Accredited Certificate Digital certificate - Included Diploma in Business Analysis at QLS Level 5 Hard copy certificate - Included Show off Your New Skills with a Certificate of Completion After successfully completing the Diploma in Business Analysis at QLS Level 5, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme andalso you can order CPDQSAccredited Certificate that is recognised all over the UK and also internationally. The certificates will be home-delivered, completely free of cost.
Course Overview Learn how to take your organisation's potential to the next level by taking this course on the fundamentals of Process Improvement: Reduce Waste. Most businesses and companies have an element of 'accepted' waste in their procedures, but you can highlight this and deliver solutions for practical wastage removal, effectively evolving routines and making them more efficient. This comprehensive Process Improvement tutorial offers step-by-step guidance for identifying unnecessary activities and eliminating them. By embracing Lean methodology in a work environment, you will be able to calculate the genuine value of tasks and their outcomes. You will be surprised as to how useful and successful this philosophy is in everyday working practice. After training, you will completely understand the best process improvement initiatives and use them to make a positive difference to your business. This best selling Process Improvement: Reduce Waste has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Process Improvement: Reduce Waste is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Process Improvement: Reduce Waste is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Process Improvement: Reduce Waste is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Process Improvement: Reduce Waste, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Process Improvement: Reduce Waste will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Process Improvement: Reduce Waste to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device. Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.
The comprehensive Introduction to Data Center Training has been designed by industry experts to provide learners with everything they need to enhance their skills and knowledge in their chosen area of study. Enrol on the Introduction to Data Center Training today, and learn from the very best the industry has to offer! This best selling Introduction to Data Center Training has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Introduction to Data Center Training is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Introduction to Data Center Training is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Introduction to Data Center Training is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Introduction to Data Center Training, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Introduction to Data Center Training will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Introduction to Data Center Training to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device. Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.
Course Overview Data has the power to change the world. Did you know that 90% of the world's data has been created in the last two years? That shows that the creation of data is steadily on the rise, bringing new career opportunities in this field. The Introduction to Data Analysis course is ideal for aspiring professionals in this industry who are looking to gain specialist, in-demand knowledge of data analysis for business improvement. You will learn about the key principles of business process management, as well as how to use top data analysis tools that will drive your career forward. This course also includes guidance on how to present performance data and interpret data using Pareto charts and histograms. Gain the skills you need to kickstart your career and learn how to turn information into action, with this industry-recognised training course! This best selling Introduction to Data Analysis has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Introduction to Data Analysis is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Introduction to Data Analysis is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Introduction to Data Analysis is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Introduction to Data Analysis, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Introduction to Data Analysis will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Introduction to Data Analysis to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device. Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.
The comprehensive Diploma in Data Engineering with Google BigQuery & Google Cloud has been designed by industry experts to provide learners with everything they need to enhance their skills and knowledge in their chosen area of study. Enrol on the Diploma in Data Engineering with Google BigQuery & Google Cloud today, and learn from the very best the industry has to offer! This best selling Diploma in Data Engineering with Google BigQuery & Google Cloud has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Diploma in Data Engineering with Google BigQuery & Google Cloud is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Diploma in Data Engineering with Google BigQuery & Google Cloud is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Diploma in Data Engineering with Google BigQuery & Google Cloud is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Diploma in Data Engineering with Google BigQuery & Google Cloud, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Diploma in Data Engineering with Google BigQuery & Google Cloud will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Diploma in Data Engineering with Google BigQuery & Google Cloud to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device. Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.