104 Natural Language Processing (NLP) courses

The comprehensive Complete U&P AI - Natural Language Processing (NLP) with Python 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 Complete U&P AI - Natural Language Processing (NLP) with Python today, and learn from the very best the industry has to offer! This best selling Complete U&P AI - Natural Language Processing (NLP) with Python has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Complete U&P AI - Natural Language Processing (NLP) with Python is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Complete U&P AI - Natural Language Processing (NLP) with Python 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 Complete U&P AI - Natural Language Processing (NLP) with Python 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 Complete U&P AI - Natural Language Processing (NLP) with Python, 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 Complete U&P AI - Natural Language Processing (NLP) with Python 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 Complete U&P AI - Natural Language Processing (NLP) with Python 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.

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.

Take your first step toward Natural Language Processing with this beginner-to-pro course. Gain an in-depth understanding of deep learning models for NLP with the help of examples. Learn the essential concepts from the absolute beginning with complete unraveling along with examples in Python.

This course will help you prepare for the AI-900 Exam: Microsoft Azure AI Fundamentals. We will cover the complete exam syllabus as updated in April 2021 with sample questions.

Duration 1 Days 6 CPD hours This course is intended for The audience for this course includes software developers and data scientists who need to use large language models for generative AI. Some programming experience is recommended, but the course will be valuable to anyone seeking to understand how the Azure OpenAI service can be used to implement generative AI solutions. Note Generative AI is a fast-evolving field of artificial intelligence, and the Azure OpenAI service is subject to frequent changes. The course materials are maintained to reflect the latest version of the service at the time of writing. Azure OpenAI Service provides access to OpenAI's powerful large language models such as GPT; the model behind the popular ChatGPT service. These models enable various natural language processing (NLP) solutions to understand, converse, and generate content. Users can access the service through REST APIs, SDKs, and Azure OpenAI Studio. In this course, you'll learn how to provision Azure OpenAI service, deploy models, and use them in generative AI applications. Prerequisites * Familiarity with Azure and the Azure portal. * Experience programming with C# or Python. 1 - GET STARTED WITH AZURE OPENAI SERVICE * Access Azure OpenAI Service * Use Azure OpenAI Studio * Explore types of generative AI models * Deploy generative AI models * Use prompts to get completions from models * Test models in Azure OpenAI Studio's playgrounds 2 - BUILD NATURAL LANGUAGE SOLUTIONS WITH AZURE OPENAI SERVICE * Integrate Azure OpenAI into your app * Use Azure OpenAI REST API * Use Azure OpenAI SDK 3 - APPLY PROMPT ENGINEERING WITH AZURE OPENAI SERVICE * Understand prompt engineering * Write more effective prompts * Provide context to improve accuracy 4 - GENERATE CODE WITH AZURE OPENAI SERVICE * Construct code from natural language * Complete code and assist the development process * Fix bugs and improve your code 5 - GENERATE IMAGES WITH AZURE OPENAI SERVICE * What is DALL-E? * Explore DALL-E in Azure OpenAI Studio * Use the Azure OpenAI REST API to consume DALL-E models 6 - USE YOUR OWN DATA WITH AZURE OPENAI SERVICE * Understand how to use your own data * Add your own data source * Chat with your model using your own data ADDITIONAL COURSE DETAILS: Nexus Humans AI-050T00: Develop Generative AI Solutions with Azure OpenAI Service training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the AI-050T00: Develop Generative AI Solutions with Azure OpenAI Service course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

In this self-paced course, you will learn how to use TensorFlow 2 to build recurrent neural networks (RNNs). You will learn about sequence data, forecasting, Elman Unit, GRU, and LSTM. You will also learn how to work with image classification and how to get stock return predictions using LSTMs. We will also cover Natural Language Processing (NLP) and learn about text preprocessing and classification.

Master Data Science skills using Python and real time project and go from Beginner to Super Advance level

In this self-paced course, you will learn how to use TensorFlow 2 to build convolutional neural networks (CNNs). You will learn how to apply CNNs to several practical image recognition datasets and learn about techniques that help improve performance, such as batch normalization, data augmentation, and transfer learning.

This course will help you learn the programming fundamentals with Python 3. It is designed for beginners in Python and is a complete masterclass. This course will help you understand Python GUI, data science, full-stack web development with Django, machine learning, artificial intelligence, Natural Language Processing, and Computer Vision.

OVERVIEW With the advancement of AI technologies NLP or Natural Language Processing has become a highly valuable skill in the IT industry. Learn the fundamentals of NLP and get a step closer to building your dream career in the AI industry with our Online NLP Practitioner Training course. The course will help you develop a solid foundation in NLP. The course will provide you with detailed lessons on the pillars and principles of NLP. You will be able to learn about the communication and coaching models of NLP. In addition, you will get the chance to learn advanced techniques used in the communication and application process. At the end of the course, you will receive a certificate of achievement. This certificate will demonstrate your expertise in this area and increase your career potential. Join now! COURSE PREVIEW LEARNING OUTCOMES * Learn about the key principles of NLP * Familairse yourself with NLP communication model * Understand the different stages of NLP coaching model * Grasp effective strategies for NLP communication * Build your expertise in NLP application  WHY TAKE THIS COURSE FROM JOHN ACADEMY? * Affordable, well-structured and high-quality e-learning study materials * Meticulously crafted engaging and informative tutorial videos and materials * Efficient exam systems for the assessment and instant result * Earn UK & internationally recognised accredited qualification * Easily access the course content on mobile, tablet, or desktop from anywhere, anytime * Excellent career advancement opportunities * Get 24/7 student support via email WHAT SKILLS WILL YOU LEARN FROM THIS COURSE? * NLP communication * NLP application WHO SHOULD TAKE THIS ONLINE NLP PRACTITIONER TRAINING? Whether you're an existing practitioner or an aspiring professional, this course is an ideal training opportunity. It will elevate your expertise and boost your CV with key skills and a recognised qualification attesting to your knowledge. ARE THERE ANY ENTRY REQUIREMENTS? This Online NLP Practitioner Training is available to all learners of all academic backgrounds. But learners should be aged 16 or over to undertake the qualification. And a good understanding of the English language, numeracy, and ICT will be helpful. CERTIFICATE OF ACHIEVEMENT After completing this course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates & Transcripts can be obtained either in Hardcopy at £14.99 or in PDF format at £11.99. CAREER PATH€‹ This exclusive Online NLP Practitioner Training will equip you with effective skills and abilities and help you explore career paths such as  * NLP Engineer * Data Scientist * NLP Product Manager * Consultant Module 1: Introduction to NLP Introduction to NLP 00:17:00 Module 2: NLP Communication Model NLP Communication Model 00:20:00 Module 3: NLP Coaching Model NLP Coaching Model 00:26:00 Module 4: NLP Presuppositions and Beliefs NLP Presuppositions and Beliefs 00:21:00 Module 5: NLP Techniques for Personal Change NLP Techniques for Personal Change 00:26:00 Module 6: NLP Strategies for Effective Communication NLP Strategies for Effective Communication 00:28:00 Module 7: Advanced NLP Techniques Advanced NLP Techniques 00:21:00 Module 8: NLP Applications NLP Applications 00:17:00 Module 9: NLP Practitioner Certification NLP Practitioner Certification 00:15:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00