Building Intelligent Applications with ChatGPT

From prompts, questions, and sentiments, everything you wanted to learn about ChatGPT

Duration

5 Days

Level

Intermediate Level

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As per your team needs

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This course is designed to help Python developers learn how to build intelligent applications using ChatGPT, a large language model trained by OpenAI, based on the GPT-3 architecture. Through a series of hands-on exercises and projects, you’ll learn how to use ChatGPT to create chatbots, automated question answering systems, and other natural language processing applications. By the end of the course, you’ll have the knowledge and skills necessary to build your own intelligent applications using ChatGPT.

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This course is ideal for Python developers who want to learn how to build intelligent applications using natural language processing. If you’re interested in building chatbots, question answering systems, or other intelligent applications, this course will provide you with the knowledge and skills necessary to get started.

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Introduction to ChatGPT

Overview of ChatGPT and its capabilities
Installing and setting up the environment
Generating text using ChatGPT
Understand the fine-tuning concepts using ChatGPT for a specific task

Building a Chatbot

Overview of chatbot architecture
Designing a conversation flow
Training the chatbot using ChatGPT
Deploying the sample chatbot

Automated Question Answering

Overview of question answering systems
Collecting and preprocessing data
Fine-tuning ChatGPT for question answering
Evaluating the performance of the system

Sentiment Analysis

Overview of sentiment analysis
Preprocessing text for sentiment analysis
Training ChatGPT for sentiment analysis
Evaluating the performance of the system

Building an End-to-End Application

Putting it all together: Build a real-world project with GPT-3, ChatGTP, GPT-4, DALL-E and Whisper
Deploying the application
Best practices and future directions

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To get the most out of this course, you should have a solid understanding of Python programming language and experience with natural language processing. Familiarity with deep learning and machine learning concepts will also be beneficial, but not required.

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Building Intelligent Applications with ChatGPT

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