OpenAI & ChatGPT API's: Expert Fine-tuning for Developers
What you'll learn
- Understand key concepts of fine-tuning pre-trained models.
- Learn to determine if fine-tuning is appropriate for a specific problem.
- Identify types of pre-trained models and their strengths and weaknesses.
- Prepare data for fine-tuning with tokenization and encoding.
- Fine-tune a pre-trained model for a specific NLP application
Requirements
- Basic knowledge of programming concepts and Python.
- Basic understanding of natural language processing (NLP).
Description
In this course, you will discover the power of GPT-3 in creating conversational AI solutions.
We will start with an introduction to chatbots and their use cases, and then dive deep into GPT-3 and its capabilities. You will learn how to fine-tune the model for specific tasks, such as customer service, lead generation, or entertainment. We will cover techniques for improving the accuracy and fluency of the chatbot's responses, as well as strategies for handling user input and managing conversation flow.
Next, we will explore different ways to integrate GPT-3 chatbots with various platforms and channels, such as messaging apps, voice assistants, and social media. You will learn how to use APIs and SDKs to connect your chatbot to these platforms and leverage their features, such as natural language processing, voice recognition, or rich media support. We will also cover best practices for designing chatbot user interfaces and testing and deploying your chatbot in production.
By the end of this course, you will have a solid understanding of how GPT-3 works and how to use it to build powerful and engaging chatbots for your business or personal projects. You will have hands-on experience with fine-tuning GPT-3 models and integrating them with various platforms and channels, and you will be ready to apply these skills in real-world scenarios.
Who this course is for:
- Tech-savvy individuals
- Data scientists and machine learning engineers.
- Software developers interested in NLP.
- Business analysts or consultants.
- Researchers or academics.
Instructors
- 4.5 Instructor Rating
- 3,767 Reviews
- 39,003 Students
- 9 Courses
'E SKILLIFY' Company for Robotics and Artificial Intelligence was founded to develop and provide content in the field of training courses in robotics and artificial intelligence for all ages, with the aim of being the most distinguished reference in the field of robotics and artificial intelligence. We believe in the importance of robotics and AI in keeping up with technological progress, and we develop our curricula to contribute, even if in a small way, to enriching the content in the field of robotics and artificial intelligence."
- 4.5 Instructor Rating
- 3,605 Reviews
- 36,374 Students
- 5 Courses
I am an expert in Robotics, IoT, and AI training with a strong background in education. I have a proven track record in curriculum development, practical training, and STEM education. I have successfully expanded program reach, spearheaded innovative curriculum development, achieved outstanding classroom engagement, and actively contributed to STEM education advocacy.
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