Discover NLP—the AI-driven technology that enables computers to understand and generate human language. Develop deep learning expertise to create intelligent, engaging chatbots using Python, mastering neural networks and cutting-edge conversational AI techniques.
Learning modes and locations may be different depending on the course start date. Please check the location of your chosen course and read our guide to learning modes and locations to help you choose the right course for you.
Start Date:26 Apr 2026
End Date:24 May 2026
Sun (Daytime):14:00 - 17:00
Choose either online or in-person
Location: Hybrid (choose either online or in-person)
Please note: We offer a wide variety of financial support to make courses affordable. Just visit our online Help Centre for more information on a range of topics including fees, online learning and FAQs.
Natural Language Processing (NLP) empowers computers to interpret and generate human language, revolutionizing interactions between humans and technology. This course leverages deep learning—a sophisticated AI approach inspired by neural structures in the human brain—to develop conversational AI. Participants will build foundational neural network knowledge, practically applying these techniques to create intelligent chatbot applications through interactive, project-based experiences.
What will we cover?
Participants will begin by exploring fundamental NLP concepts including word embeddings, text preprocessing, and sequence modeling. The course advances into sophisticated neural architectures such as recurrent neural networks (RNNs), transformers, and attention mechanisms.
Learners will gain hands-on experience with popular frameworks such as TensorFlow and PyTorch, and utilize pre-trained language models like BERT and GPT. Additional topics include chatbot architecture, dialogue management, model evaluation, and ethical considerations in conversational AI.
What will I achieve? By the end of this course you should be able to...
By the end of the course, students will be able to:
Clearly explain the workings of contemporary NLP systems.
Effectively apply deep learning models to natural language data.
Preprocess and tokenize text using essential Python libraries (NLTK, spaCy).
Construct, train, and evaluate neural network-based chatbots.
Leverage pre-trained transformer models to deliver realistic, engaging conversational experiences.
Deploy functional chatbots via web interfaces or APIs.
What level is the course and do I need any particular skills?
This course is suitable for learners with foundational Python programming skills and preferably those who have undertaken an Introduction to Machine Learning course. Prior deep learning knowledge is advantageous but not essential, as comprehensive theory and coding skills will be systematically covered. Participants should be comfortable working with technical content and coding tasks.
How will I be taught, and will there be any work outside the class?
Instruction integrates dynamic lectures, interactive live coding demonstrations, guided hands-on labs, and compelling project assignments. Participants progressively develop a fully functional chatbot, applying concepts in real-time. Optional independent exercises and project opportunities are available for learners seeking further exploration and deeper mastery outside class sessions.
Are there any other costs? Is there anything I need to bring?
There are no other costs. A pen and notepad for note taking.
When I've finished, what course can I do next?
City Lit offers a variety of progression courses in this subject area. Please click here to view our Programming and Maths courses or click here to view our web development courses.
Disclaimer: Use of Third-Party Software This course might require you to either use your own personal account or create an account for the purposes of this course. City Lit cannot accept any responsibility for any failings of the third party or provide technical support. Whilst using the software you will be responsible for abiding by the providers terms and conditions and maintaining your own work.
Ergi Mira is a London-based software engineer and tutor specialising in artificial intelligence, computer vision, and data-driven systems. He holds a BEng (Hons) in Software Engineering from the University of Greenwich, graduating with First-Class Honours and receiving the Best Project Award for his work on embedded real-time AI systems. Ergi’s background combines academic research with industry practice. He has worked as a Software Consultant and IT Service Desk Analyst, developing intelligent software across automation, IoT, and data analytics. His projects include FastAPI/React applications, network-monitoring agents, and AI-driven predictive systems deployed on the edge using Raspberry Pi and Hailo accelerators. At City Lit, Ergi focuses on applying AI in real-world contexts such as healthcare, sustainability, and creative technology. He teaches courses in Natural Language Processing, Computer Vision, Python for Automation, and Data Analysis, blending live coding, guided labs, and project-based learning to help students transform theory into practical, impactful applications.
Please note: We reserve the right to change our tutors from those advertised. This happens rarely, but if it does, we are unable to refund fees due to this. Our tutors may have different teaching styles; however we guarantee a consistent quality of teaching in all our courses.
product
https://www.citylit.ac.uk/deep-learning-chatbot-language-model1223407Deep Learning: Chatbot (language model)https://www.citylit.ac.uk/media/catalog/product/d/e/deep-learning-chatbot-cmart52-1280.jpg349349GBPInStock/Courses/Courses/Business, marketing & technology/Courses/New courses/Courses/Weird and wonderful City Lit/Courses/Business, marketing & technology/Web design and programming/Programming/Courses/Business, marketing & technology/Web design and programming2285121117431745140816871228512111687<p>Discover NLP—the AI-driven technology that enables computers to understand and generate human language. Develop deep learning expertise to create intelligent, engaging chatbots using Python, mastering neural networks and cutting-edge conversational AI techniques.</p>002950754Deep Learning: Chatbot (language model)349349https://www.citylit.ac.uk/media/catalog/product/d/e/deep-learning-chatbot-cmart52-1280_2.jpgInStockDaytimeSunHybrid (choose either online or in-person)Available courses5-10 weeksWeekend2026-04-26T00:00:00+00:00Beginners, Some experienceApr 2026Business, marketing & technologyCMART53349349Deep Learning: Chatbot (language model)279227349Ergi Miradeep-learning-chatbot-language-model/cmart53-2526<p>Discover NLP—the AI-driven technology that enables computers to understand and generate human language. Develop deep learning expertise to create intelligent, engaging chatbots using Python, mastering neural networks and cutting-edge conversational AI techniques.</p>0000-Available|2026-04-26 00:00:00<p>Natural Language Processing (NLP) empowers computers to interpret and generate human language, revolutionizing interactions between humans and technology. This course leverages deep learning—a sophisticated AI approach inspired by neural structures in the human brain—to develop conversational AI. Participants will build foundational neural network knowledge, practically applying these techniques to create intelligent chatbot applications through interactive, project-based experiences.</p><p>Discover NLP—the AI-driven technology that enables computers to understand and generate human language. Develop deep learning expertise to create intelligent, engaging chatbots using Python, mastering neural networks and cutting-edge conversational AI techniques.</p><p>Participants will begin by exploring fundamental NLP concepts including word embeddings, text preprocessing, and sequence modeling. The course advances into sophisticated neural architectures such as recurrent neural networks (RNNs), transformers, and attention mechanisms. </p><p>Learners will gain hands-on experience with popular frameworks such as TensorFlow and PyTorch, and utilize pre-trained language models like BERT and GPT. Additional topics include chatbot architecture, dialogue management, model evaluation, and ethical considerations in conversational AI.</p><p>By the end of the course, students will be able to:</p><ul><li>Clearly explain the workings of contemporary NLP systems.</li><li>Effectively apply deep learning models to natural language data.</li><li>Preprocess and tokenize text using essential Python libraries (NLTK, spaCy).</li><li>Construct, train, and evaluate neural network-based chatbots.</li><li>Leverage pre-trained transformer models to deliver realistic, engaging conversational experiences.</li><li>Deploy functional chatbots via web interfaces or APIs.</li></ul><p>This course is suitable for learners with foundational Python programming skills and preferably those who have undertaken an Introduction to Machine Learning course. Prior deep learning knowledge is advantageous but not essential, as comprehensive theory and coding skills will be systematically covered. Participants should be comfortable working with technical content and coding tasks.</p><p>Instruction integrates dynamic lectures, interactive live coding demonstrations, guided hands-on labs, and compelling project assignments. Participants progressively develop a fully functional chatbot, applying concepts in real-time. Optional independent exercises and project opportunities are available for learners seeking further exploration and deeper mastery outside class sessions.</p><p>There are no other costs. A pen and notepad for note taking.</p><p>City Lit offers a variety of progression courses in this subject area. Please click <a href="https://www.citylit.ac.uk/media/wysiwyg/pdf/Web_Programming_Courses.pdf">here </a>to view our Programming and Maths courses or click <a href="https://www.citylit.ac.uk/media/wysiwyg/pdf/Web_Web_Development_Courses.pdf">here</a> to view our web development courses.</p><p>Disclaimer: Use of Third-Party Software<br/>This course might require you to either use your own personal account or create an account for the purposes of this course. City Lit cannot accept any responsibility for any failings of the third party or provide technical support. Whilst using the software you will be responsible for abiding by the providers terms and conditions and maintaining your own work.</p><p>.</p>Web design and programmingProgrammingvirtual279349227CMART53NONESun26/04/26 - 24/05/2614:00 - 17:0014:0017:005 sessions (over 5 weeks)55-10 weeksWeekendHybridHybrid (choose either online or in-person)Ergi MiraBeginners, Some experienceAvailable courses2026-04-26T00:00:00+00:00DaytimeApr 2026Business, marketing & technology349349Deep Learning: Chatbot (language model)deep-learning-chatbot-language-model/cmart53-2526<p>Discover NLP—the AI-driven technology that enables computers to understand and generate human language. Develop deep learning expertise to create intelligent, engaging chatbots using Python, mastering neural networks and cutting-edge conversational AI techniques.</p>0000-Available|2026-04-26 00:00:00<p>Natural Language Processing (NLP) empowers computers to interpret and generate human language, revolutionizing interactions between humans and technology. This course leverages deep learning—a sophisticated AI approach inspired by neural structures in the human brain—to develop conversational AI. Participants will build foundational neural network knowledge, practically applying these techniques to create intelligent chatbot applications through interactive, project-based experiences.</p><p>Discover NLP—the AI-driven technology that enables computers to understand and generate human language. Develop deep learning expertise to create intelligent, engaging chatbots using Python, mastering neural networks and cutting-edge conversational AI techniques.</p><p>Participants will begin by exploring fundamental NLP concepts including word embeddings, text preprocessing, and sequence modeling. The course advances into sophisticated neural architectures such as recurrent neural networks (RNNs), transformers, and attention mechanisms. </p><p>Learners will gain hands-on experience with popular frameworks such as TensorFlow and PyTorch, and utilize pre-trained language models like BERT and GPT. Additional topics include chatbot architecture, dialogue management, model evaluation, and ethical considerations in conversational AI.</p><p>By the end of the course, students will be able to:</p><ul><li>Clearly explain the workings of contemporary NLP systems.</li><li>Effectively apply deep learning models to natural language data.</li><li>Preprocess and tokenize text using essential Python libraries (NLTK, spaCy).</li><li>Construct, train, and evaluate neural network-based chatbots.</li><li>Leverage pre-trained transformer models to deliver realistic, engaging conversational experiences.</li><li>Deploy functional chatbots via web interfaces or APIs.</li></ul><p>This course is suitable for learners with foundational Python programming skills and preferably those who have undertaken an Introduction to Machine Learning course. Prior deep learning knowledge is advantageous but not essential, as comprehensive theory and coding skills will be systematically covered. Participants should be comfortable working with technical content and coding tasks.</p><p>Instruction integrates dynamic lectures, interactive live coding demonstrations, guided hands-on labs, and compelling project assignments. Participants progressively develop a fully functional chatbot, applying concepts in real-time. Optional independent exercises and project opportunities are available for learners seeking further exploration and deeper mastery outside class sessions.</p><p>There are no other costs. A pen and notepad for note taking.</p><p>City Lit offers a variety of progression courses in this subject area. Please click <a href="https://www.citylit.ac.uk/media/wysiwyg/pdf/Web_Programming_Courses.pdf">here </a>to view our Programming and Maths courses or click <a href="https://www.citylit.ac.uk/media/wysiwyg/pdf/Web_Web_Development_Courses.pdf">here</a> to view our web development courses.</p><p>Disclaimer: Use of Third-Party Software<br/>This course might require you to either use your own personal account or create an account for the purposes of this course. City Lit cannot accept any responsibility for any failings of the third party or provide technical support. Whilst using the software you will be responsible for abiding by the providers terms and conditions and maintaining your own work.</p><p>.</p>Web design and programmingProgrammingconfigurable
14081687Programminghttps://www.citylit.ac.uk/courses/technology-science-and-business/web-design-and-programming/programming1/2/285/1211/1687/14081/Courses/Business, marketing & technology/Web design and programming/Programming
