As the corporate world begins to lean more heavily on the capabilities of Large Language Models, up-to-date training on the latest LLM technology is critical for those working in data and the wider business world.

Our LLM training courses have been meticulously designed by our team of experienced coaches and trainers who understand the inner workings of generative AI tools and how to fully harness their power.

And at Rockborne, part of Harnham Group, we like to do things a little differently. We recognise that every business has distinct goals, requirements, and challenges, and that’s why our LLM training courses can be fully customised to align precisely with your team and your unique objectives.

Having successfully delivered prompt engineering training packages to some of the biggest retail, financial, and aviation firms in Europe, get in touch with us today to learn more about our tried and tested teaching approach.

Examples of what our previous LLM training has encompassed include:

 

 

 

 

Introduction to LLM Training

 

 

  • Overview of Large Language Models (LLMs)

  • Key concepts and terminology

  • Historical evolution of LLMs

  • Ethical considerations and implications

  • Understanding the impact of LLMs

Foundations of LLM Training

 

 

  • Data collection and preprocessing

  • Tokenization techniques

  • Model architectures (Transformers, GPT, BERT)

  • Training methodologies

  • Evaluation metrics

Practical LLM Training

 

 

  • Setting up the training environment

  • Hyperparameter tuning

  • Fine-tuning pre-trained models

  • Handling biases in training data

  • Monitoring and logging training progress

  • Troubleshooting common issues

Advanced LLM Techniques

 

 

  • Techniques for scalability and efficiency

  • Domain adaptation and transfer learning

  • Incorporating external knowledge sources

  • Advanced fine-tuning strategies

  • Addressing and mitigating model biases

  • Techniques for controlled text generation

Man in a wheelchair to communicate Rockborne's accessibility policy.

Applications and Use Cases

 

 

  • Natural language understanding and generation

  • Sentiment analysis and summarization

  • Machine translation

  • Conversational agents and chatbots

  • Integrating LLMs with other AI systems

  • Real-world case studies and industry applications

FAQs

FAQs
What is an LLM training course?
What is an LLM training course?
An LLM (Large Language Model) training course is designed to provide comprehensive education on the latest LLM technology. It includes theoretical knowledge and practical skills necessary to work with generative AI tools like GPT and BERT. The course covers everything from the basics of NLP training to advanced fine-tuning strategies and real-world applications, such as conversational agents and sentiment analysis.
Who should take Rockborne's LLM training courses?
Who should take Rockborne's LLM training courses?
Our LLM training courses are ideal for data professionals, software engineers, and business leaders who want to leverage the power of large language models in their organizations. Whether you're looking to enhance your machine learning skills, integrate AI models into your workflows, or keep up-to-date with the latest AI developments, our courses are tailored to meet these needs. We offer both person bootcamp and virtual bootcamp options to suit different learning preferences.
What makes Rockborne's LLM training different from other AI bootcamps?
At Rockborne, part of the Harnham Group, we customize our LLM training courses to align precisely with your team’s unique objectives and business goals. Unlike generic AI bootcamps, our training is bespoke, ensuring it addresses the distinct challenges and requirements of your organization. We have successfully delivered tailored LLM training packages to some of the biggest retail, financial, and aviation firms in Europe. Our courses provide a hands-on learning experience and include a focus on high-performance deep learning inference and model deployment.
What topics are covered in Rockborne's LLM training?
Our LLM training courses cover a wide range of topics, including: Introduction to Large Language Models: Overview of LLMs, key concepts, and terminology, historical evolution, and ethical considerations. Foundations of LLM Training: Data collection and preprocessing, tokenization techniques, Transformer architecture, training methodologies, and evaluation metrics. Practical LLM Training: Setting up the training environment, hyperparameter tuning, fine-tuning pre-trained models, handling biases in training data, monitoring and logging training progress, and troubleshooting common issues. Advanced LLM Techniques: Techniques for scalability and efficiency, domain adaptation and transfer learning, incorporating external knowledge sources, advanced fine-tuning strategies, addressing and mitigating model biases, and controlled text generation. Applications and Use Cases: Natural language understanding and generation, sentiment analysis and summarization, machine translation, conversational agents and chatbots, integrating LLMs with other AI systems, and real-world case studies and industry applications.
Does the LLM bootcamp offer bespoke options?
Yes, at Rockborne, we recognize that every business has distinct goals, requirements, and challenges. That’s why our LLM training courses can be fully customized to align precisely with your team and your unique objectives. We ensure that the training is relevant to your specific industry and use cases, providing detailed instructions and tailored learning resources.
Do you offer any certifications upon completion of the course?
Yes, upon successful completion of our LLM training course, participants will receive a certificate on bootcamp completion. This certification demonstrates your acquired skills and knowledge in working with large language models and generative AI.
What level of experience is required to join the LLM training course?
Our LLM training courses are designed to cater to various levels of experience. Whether you have basic experience with machine learning or are looking to deepen your existing knowledge, our courses provide value. We offer both introductory and advanced topics, ensuring a comprehensive learning experience for all participants.
How can I get more information or enroll in Rockborne's LLM training course?
To learn more about our LLM training courses, including application details and enrollment options, please visit our website at Rockborne.com. You can also get in touch with us directly to discuss your specific training needs and how we can help your team harness the power of large language models.
What Practical Skills Will I Gain from Rockborne's LLM Training Course?
Participants in Rockborne's LLM training course will gain hands-on experience in setting up training environments, hyperparameter tuning, fine-tuning pre-trained models, and handling biases in training data. The course also covers practical applications such as integrating LLM-powered applications into existing AI systems, using tools for building applications, and implementing advanced techniques for scalability and efficiency.
What are some examples of real-world applications covered in the training?
The training includes numerous real-world case studies and industry applications, such as natural language understanding, sentiment analysis, machine translation, and developing conversational agents like chatbots. We also cover how to integrate LLMs with other AI systems and explore innovative applications of generative AI in various sectors.
How does Rockborne's LLM training address ethical considerations?
Rockborne's LLM training courses include a comprehensive overview of ethical considerations and implications of using large language models. We focus on understanding the impact of LLMs, addressing and mitigating model biases, and ensuring that participants are equipped to make responsible decisions with tools and AI-powered products.
What are the benefits of choosing a virtual bootcamp over a person bootcamp?
Choosing a virtual bootcamp offers flexibility and convenience, allowing participants to learn from anywhere in the world. It provides the same high-quality training and hands-on learning experience as an in-person bootcamp, with interactive sessions, real-time feedback, and access to extensive learning resources.
Can you explain the advanced techniques covered in the LLM training?
Our advanced LLM training techniques include domain adaptation, transfer learning, incorporating external knowledge sources, advanced fine-tuning strategies, and techniques for controlled text generation. These methods help improve the efficiency and scalability of LLM-powered applications and ensure they are adaptable to specific business needs.
What kind of support can I expect during and after the training?
During the training, participants will receive continuous support from our experienced trainers, including detailed step-by-step instructions and troubleshooting assistance. After the training, we offer ongoing support to help with the deployment process, continuous integration, and any additional learning needs that may arise.
How does Rockborne ensure the training is relevant to my industry?
Rockborne customizes its LLM training courses to align with the specific goals, requirements, and challenges of your business. By understanding your industry and unique objectives, we tailor the training content to ensure it is highly relevant and immediately applicable. This personalized approach ensures you gain the most from your learning experience.
What are the requirements for enrolling in the LLM training course?
Basic knowledge of programming and some experience with machine learning is beneficial for enrolling in our LLM training courses. However, we offer foundational modules to help those at a basic level get up to speed quickly. Whether you are a beginner or an advanced practitioner, our courses are designed to enhance your understanding and skills in working with large language models.
How do Rockborne's trainers stand out in the industry?
Our trainers are experienced experts and industry leaders with deep understanding and hands-on experience in working with large language models and generative AI. They have successfully delivered LLM training packages to major companies across various sectors, ensuring that they bring real-world insights and practical knowledge to the training sessions.
Are there any networking opportunities available through the training course?
Yes, our training courses offer valuable community networking opportunities. Participants can connect with peers, industry experts, and trainers to share knowledge, discuss projects, and collaborate on innovative applications. This amazing community aspect enhances the learning experience and provides long-term professional connections.
What is the cost of the LLM training course?
The cost of the LLM training course varies depending on the level of customization and specific requirements of your business. We focus on cost optimization to ensure that the training provides maximum value while keeping the cost under control. For detailed information on pricing and packages, please contact us directly.
How is the training delivered, and what materials are provided?
The training can be delivered as a person bootcamp or a virtual bootcamp, depending on your preference. Participants receive comprehensive bootcamp materials, including detailed instructions, learning resources, and access to a learning platform. This ensures a seamless and enriching learning experience.