- An understanding of software development processes
- Experience with a programming language (e.g., Python, JavaScript)
- Familiarity with basic machine learning concepts
Audience
- Software developers
- Technical writers
- Project managers
Large Language Models (LLMs) are deep neural network models that can generate natural language texts based on a given input or context.
This instructor-led, live training (online or onsite) is aimed at intermediate-level software developers and technical writers who wish to leverage LLMs to streamline their coding workflow and create detailed, comprehensive documentation.
By the end of this training, participants will be able to:
- Understand the role of LLMs in automating code generation and software documentation.
- Utilize LLMs to create accurate and efficient code snippets and documentation.
- Integrate LLMs into their software development lifecycle for enhanced productivity.
- Maintain high-quality documentation standards using automated tools.
- Address ethical considerations and best practices for using AI in software development.
Format of the Course
- Interactive lecture and discussion.
- Lots of exercises and practice.
- Hands-on implementation in a live-lab environment.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
Introduction to LLMs in Software Development
- Overview of LLMs and their role in code generation
- The evolution of automated coding tools
- Understanding the capabilities and limitations of LLMs for coding
LLMs for Automated Code Generation
- Setting up LLMs for code generation
- Best practices for writing prompts and interpreting LLM outputs
- Hands-on exercises with LLMs to generate code for common patterns
Enhancing Code Quality with LLMs
- Using LLMs for code review and bug fixing
- Integrating LLMs with version control systems
- Case studies on LLMs improving code efficiency
LLMs for Software Documentation
- Automating documentation generation with LLMs
- Ensuring consistency and completeness in documentation
- Customizing LLMs for different documentation styles and standards
Advanced Techniques in LLMs
- Fine-tuning LLMs for specific coding languages and frameworks
- Developing custom LLM models for unique project needs
- Exploring the latest advancements in LLM technology
Ethical and Legal Considerations
- Addressing the ethical implications of automated code generation
- Understanding the legal aspects of using LLM-generated code
- Best practices for responsible use of LLMs in software development
Project Work
- Implementing LLMs in a coding task
- Peer reviews and collaborative problem-solving sessions
Summary and Next Steps
United Arab Emirates - LLMs for Code Generation and Documentation
Qatar - LLMs for Code Generation and Documentation
Egypt - LLMs for Code Generation and Documentation
Saudi Arabia - LLMs for Code Generation and Documentation
South Africa - LLMs for Code Generation and Documentation
Brasil - LLMs for Code Generation and Documentation
Canada - LLMs for Code Generation and Documentation
中国 - LLMs for Code Generation and Documentation
香港 - LLMs for Code Generation and Documentation
澳門 - LLMs for Code Generation and Documentation
台灣 - LLMs for Code Generation and Documentation
USA - LLMs for Code Generation and Documentation
Österreich - LLMs for Code Generation and Documentation
Schweiz - LLMs for Code Generation and Documentation
Deutschland - LLMs for Code Generation and Documentation
Czech Republic - LLMs for Code Generation and Documentation
Denmark - LLMs for Code Generation and Documentation
Estonia - LLMs for Code Generation and Documentation
Finland - LLMs for Code Generation and Documentation
Greece - LLMs for Code Generation and Documentation
Magyarország - LLMs for Code Generation and Documentation
Ireland - LLMs for Code Generation and Documentation
Luxembourg - LLMs for Code Generation and Documentation
Latvia - LLMs for Code Generation and Documentation
España - LLMs for Code Generation and Documentation
Italia - LLMs for Code Generation and Documentation
Lithuania - LLMs for Code Generation and Documentation
Nederland - LLMs for Code Generation and Documentation
Norway - LLMs for Code Generation and Documentation
Portugal - LLMs for Code Generation and Documentation
România - LLMs for Code Generation and Documentation
Sverige - LLMs for Code Generation and Documentation
Türkiye - LLMs for Code Generation and Documentation
Malta - LLMs for Code Generation and Documentation
Belgique - LLMs for Code Generation and Documentation
France - LLMs for Code Generation and Documentation
日本 - LLMs for Code Generation and Documentation
Australia - LLMs for Code Generation and Documentation
Malaysia - LLMs for Code Generation and Documentation
New Zealand - LLMs for Code Generation and Documentation
Philippines - LLMs for Code Generation and Documentation
Singapore - LLMs for Code Generation and Documentation
Thailand - LLMs for Code Generation and Documentation
Vietnam - LLMs for Code Generation and Documentation
India - LLMs for Code Generation and Documentation
Argentina - LLMs for Code Generation and Documentation
Chile - LLMs for Code Generation and Documentation
Costa Rica - LLMs for Code Generation and Documentation
Ecuador - LLMs for Code Generation and Documentation
Guatemala - LLMs for Code Generation and Documentation
Colombia - LLMs for Code Generation and Documentation
México - LLMs for Code Generation and Documentation
Panama - LLMs for Code Generation and Documentation
Peru - LLMs for Code Generation and Documentation
Uruguay - LLMs for Code Generation and Documentation
Venezuela - LLMs for Code Generation and Documentation
Polska - LLMs for Code Generation and Documentation
United Kingdom - LLMs for Code Generation and Documentation
South Korea - LLMs for Code Generation and Documentation
Pakistan - LLMs for Code Generation and Documentation
Sri Lanka - LLMs for Code Generation and Documentation
Bulgaria - LLMs for Code Generation and Documentation
Bolivia - LLMs for Code Generation and Documentation
Indonesia - LLMs for Code Generation and Documentation
Kazakhstan - LLMs for Code Generation and Documentation
Moldova - LLMs for Code Generation and Documentation
Morocco - LLMs for Code Generation and Documentation
Tunisia - LLMs for Code Generation and Documentation
Kuwait - LLMs for Code Generation and Documentation
Oman - LLMs for Code Generation and Documentation
Slovakia - LLMs for Code Generation and Documentation
Kenya - LLMs for Code Generation and Documentation
Nigeria - LLMs for Code Generation and Documentation
Botswana - LLMs for Code Generation and Documentation
Slovenia - LLMs for Code Generation and Documentation
Croatia - LLMs for Code Generation and Documentation
Serbia - LLMs for Code Generation and Documentation
Bhutan - LLMs for Code Generation and Documentation