BONUS! Cyber Phoenix Subscription Included: All Phoenix TS students receive complimentary ninety (90) day access to the Cyber Phoenix learning platform, which hosts hundreds of expert asynchronous training courses in Cybersecurity, IT, Soft Skills, and Management and more!
Course Overview
In this three – day, instructor led course in Washington, DC Metro, Tysons Corner, VA, Columbia, MD or Live Online, participants will leverage the power of ChatGPT to create innovative conversational AI applications for businesses or personal projects. This ChatGPT course gives attendees a solid understanding of essential concepts, techniques, and practical skills for creating, fine-tuning, and deploying chatbots powered by ChatGPT. At the completion of this course, participants will be able to:
- Grasp the potential of ChatGPT in building chatbots and explore its core functionalities
- Gain a foundational understanding of Natural Language Processing (NLP) and Machine Learning concepts relevant to ChatGPT
- Set up your development environment and run a basic ChatGPT example using Hugging Face’s Transformers library
- Design and develop a chatbot tailored to your specific business needs using ChatGPT and Hugging Face
- Fine-tune a pre-trained ChatGPT model for optimal performance within your unique use case
- Work with advanced topics like transfer learning and multi-turn conversation management in ChatGPT
- Discover methods to evaluate your chatbot’s performance and employ feedback loops for continuous improvement
- Gain an overview of deployment options, including cloud platforms like AWS and Google Cloud, to bring your chatbot to life
Schedule
Currently, there are no public classes scheduled. Please contact a Phoenix TS Training Consultant to discuss hosting a private class at 301-258-8200.
Prerequisites
All learners are required to have:
- One year of programming experience or one year of AI, ML, or Deep Learning experience
- General understanding of computing concepts
Course Outline
Introduction to Building ChatGPT
- Introduction to ChatGPT and its potential applications in chatbots and conversational AI
- Overview of natural language processing and machine learning concepts without delving too deep into technical details
- Explanation of how ChatGPT works and how it can be used to generate human-like responses
- Overview of popular NLP frameworks and tools, with an emphasis on OpenAI and HuggingFace
- Setting up the development environment
- Running a simple example of ChatGPT using HuggingFace’s Transformers library
Building Custom Chatbots with ChatGPT
- Understanding the key components of a chatbot and how they work together
- Identifying the specific needs and goals of your business and how ChatGPT can help achieve them
- Developing a custom chatbot using ChatGPT and HuggingFace
- Understanding how to fine-tune a pre-trained ChatGPT model for your specific use case
Advanced ChatGPT Concepts and Deployment
- Exploring advanced concepts in ChatGPT such as transfer learning and multi-turn conversation
- Understanding how to evaluate the performance of your chatbot and refine it through feedback loops
- Overview of different types of deployment options, including cloud-based and on-premises solutions
- Deploying your chatbot to a cloud platform such as AWS or Google Cloud Platform
BONUS! Cyber Phoenix Subscription Included: All Phoenix TS students receive complimentary ninety (90) day access to the Cyber Phoenix learning platform, which hosts hundreds of expert asynchronous training courses in Cybersecurity, IT, Soft Skills, and Management and more!
Phoenix TS is registered with the National Association of State Boards of Accountancy (NASBA) as a sponsor of continuing professional education on the National Registry of CPE Sponsors. State boards of accountancy have final authority on the acceptance of individual courses for CPE credit. Complaints re-garding registered sponsors may be submitted to the National Registry of CPE Sponsors through its web site: www.nasbaregistry.org
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