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Mastering ChatGPT Models From Finetuning to Deployment

Mastering ChatGPT Models From Finetuning to Deployment

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Description


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.



Requirements



   Basic knowledge of programming concepts and Python.

   Basic understanding of natural language processing (NLP).



Last Updated 5/2023

File list
  • Mastering ChatGPT Models From Finetuning to Deployment
  • .pad/0 101.7 KB
  • .pad/1 343.2 KB
  • .pad/10 213.9 KB
  • .pad/11 267 KB
  • .pad/12 191.1 KB
  • .pad/2 121.3 KB
  • .pad/3 345.3 KB
  • .pad/4 290.8 KB
  • .pad/5 266.7 KB
  • .pad/6 201.7 KB
  • .pad/7 227.3 KB
  • .pad/8 422.1 KB
  • .pad/9 3.1 KB
  • TutsNode.net.txt 63 B
  • [TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/1 - Understanding GPT Models and FineTuning for Specific Domains.mp4 44.2 MB
  • [TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/10 - Building a WellStructured Project Directory.mp4 63.8 MB
  • [TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/11 - How to Choose a PreTrained Model for FineTuning.mp4 47 MB
  • [TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/12 - Introduction to Fine Tuning Process in Python.mp4 42.8 MB
  • [TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/13 - Finetuning a Pretrained Model A ThreeStage Process.mp4 189.9 MB
  • [TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/14 - Testing Your FineTuned Model on OpenAI Playground.mp4 58.6 MB
  • [TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/2 - Mastering Finetuning for NLP Applications.mp4 42.4 MB
  • [TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/3 - Introduction to OpenAI Playground.mp4 78.7 MB
  • [TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/4 - Maximizing Model Accuracy with Data Preparation and Formatting.mp4 46.3 MB
  • [TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/5 - Finetuning a GPT Model Understanding Data Formats.mp4 157.2 MB
  • [TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/6 - Data Cleaning with Python Removing Missing Values and Duplicates.mp4 122.2 MB
  • [TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/7 - Generating Questions and Answers from Text for Finetuning AI Models.mp4 108.7 MB
  • [TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/8 - Using ChatGPT to generate Python code for data manipulation.mp4 76.3 MB
  • [TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/9 - Running and Executing Python Code on Google Colaboratory.mp4 127.4 MB

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