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Mastering ChatGPT Models From Finetuning to Deployment

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Description
Mastering ChatGPT Models From Finetuning to Deployment - Udemy

English | Tutorial | Size: 1.1 GB


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

File list
  • Mastering ChatGPT Models From Finetuning to Deployment
  • 1 - Understanding GPT Models and FineTuning for Specific Domains.mp4 44.2 MB
  • 10 - Building a WellStructured Project Directory.mp4 63.8 MB
  • 11 - How to Choose a PreTrained Model for FineTuning.mp4 47 MB
  • 12 - Introduction to Fine Tuning Process in Python.mp4 42.8 MB
  • 13 - Finetuning a Pretrained Model A ThreeStage Process.mp4 189.9 MB
  • 14 - Testing Your FineTuned Model on OpenAI Playground.mp4 58.6 MB
  • 2 - Mastering Finetuning for NLP Applications.mp4 42.4 MB
  • 3 - Introduction to OpenAI Playground.mp4 78.7 MB
  • 4 - Maximizing Model Accuracy with Data Preparation and Formatting.mp4 46.3 MB
  • 5 - Finetuning a GPT Model Understanding Data Formats.mp4 157.2 MB
  • 6 - Data Cleaning with Python Removing Missing Values and Duplicates.mp4 122.2 MB
  • 7 - Generating Questions and Answers from Text for Finetuning AI Models.mp4 108.7 MB
  • 8 - Using ChatGPT to generate Python code for data manipulation.mp4 76.3 MB
  • 9 - Running and Executing Python Code on Google Colaboratory.mp4 127.4 MB

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