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GPT-3 for Chatbots: Building Conversational AI with Fine-tuning
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1 hours 18 minutes 
english
Online - Self Paced
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About GPT-3 for Chatbots: Building Conversational AI with Fine-tuning
Introduction to the finetuning course
Understanding GPT Models and Fine-Tuning for Specific Domains
Mastering Fine-tuning for NLP Applications
Introduction to OpenAI Playground
Maximizing Model Accuracy with Data Preparation and Formatting
Fine-tuning a GPT Model: Understanding Data Formats
Data Cleaning with Python: Removing Missing Values and Duplicates
Generating Questions and Answers from Text for Fine-tuning AI Models
Using ChatGPT to generate Python code for data manipulation
Running and Executing Python Code on Google Colaboratory
Building a Well-Structured Project Directory
How to Choose a Pre-Trained Model for Fine-Tuning
Introduction to Fine Tuning Process in Python
Fine-tuning a Pre-trained Model: A Three-Stage Process
Testing Your Fine-Tuned Model on OpenAI Playground
What You Will Learn?
- 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..
- you can find all the course resources HERE.