Mastering ChatGPT Models: From Fine-t...

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

Files (29)

[TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/13 - Finetuning a Pretrained Model A ThreeStage Process.mp4189.9 MiB
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[TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/5 - Finetuning a GPT Model Understanding Data Formats.mp4157.16 MiB
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[TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/9 - Running and Executing Python Code on Google Colaboratory.mp4127.38 MiB
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[TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/6 - Data Cleaning with Python Removing Missing Values and Duplicates.mp4122.16 MiB
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[TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/7 - Generating Questions and Answers from Text for Finetuning AI Models.mp4108.72 MiB
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[TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/3 - Introduction to OpenAI Playground.mp478.74 MiB
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[TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/8 - Using ChatGPT to generate Python code for data manipulation.mp476.3 MiB
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[TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/10 - Building a WellStructured Project Directory.mp463.78 MiB
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[TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/14 - Testing Your FineTuned Model on OpenAI Playground.mp458.59 MiB
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[TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/11 - How to Choose a PreTrained Model for FineTuning.mp447 MiB
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[TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/4 - Maximizing Model Accuracy with Data Preparation and Formatting.mp446.29 MiB
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[TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/1 - Understanding GPT Models and FineTuning for Specific Domains.mp444.24 MiB
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[TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/12 - Introduction to Fine Tuning Process in Python.mp442.81 MiB
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[TutsNode.net] - Mastering ChatGPT Models From Finetuning to Deployment/1 - Introduction/2 - Mastering Finetuning for NLP Applications.mp442.4 MiB

Mastering ChatGPT Models: From Fine-tuning to Deployment

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Files (29)