Introduction to ChatGPT

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Overview

ChatGPT is a language model created by OpenAI designed to understand natural language and generate human-like responses to questions and prompts. It has been trained on a vast amount of text data and have the ability to answer a wide range of questions on various topics and is capable of engaging in conversations, providing information, and even assisting with tasks.

In that respect, ChatGPT help individuals complete tasks more productively and efficiently.

Course Objective

The Introduction to ChatGPT Training Course is designed for individuals from various backgrounds who want to learn about the capabilities and applications of the ChatGPT language model.

Learning Outcome

In this Introduction to ChatGPT Training course, delegates will:

  • Gain an understanding of how ChatGPT works
  • Learn the training process and data used to train ChatGPT
  • Learn how to use ChatGPT for natural language processing tasks
  • Get up-to-date current trends and advancements in ChatGPT technology
  • Understand the ethical implications of using ChatGPT
  • Understand the applications of conversational AI and how to use ChatGPT to build conversational agents, and
  • Other related topics or application.
Course Content
Day 1

Module 1: Introduction to ChatGPT

  • Basics of ChatGPT
  • Capabilities and Applications of ChatGPT
  • Benefits of ChatGPT

Module 2: Key concepts

  • Underlying Architecture and Technology
  • Analyse the Training Process and Data Used to Train ChatGPT
  • Concept of Language Modelling and its Relevance to ChatGPT

Module 3: Natural Language Processing (NLP) Fundamentals

  • Fundamentals of Natural Language Processing
  • NLP Techniques

Module 4: Preprocessing and Data Preparation for ChatGPT

  • Importance of Preprocessing and Data Cleaning
  • Techniques for Data Cleaning and Preprocessing
  • Preparing Data for Training and Fine-Tuning Chat GPT models
Day 2

Module 5: Training and Fine-Tuning ChatGPT Models

  • Training Process for ChatGPT Models
  • Approaches for Training and Fine-Tuning ChatGPT Models
  • Strategies for Optimising ChatGPT Models Based on Specific Use Cases

Module 6: Ethical Considerations in ChatGPT

  • Ethical Concerns and Challenges Associated with ChatGPT
  • Biases and Fairness Issues in ChatGPT Responses
  • Strategies for Mitigating Ethical Concerns in ChatGPT Applications

Module 7: Evaluating and Improving ChatGPT Performance

  • Metrics and Techniques for Evaluating ChatGPT Performance
  • Strategies for Improving ChatGPT Responses and Reducing Errors
  • Challenges and Troubleshooting Techniques in ChatGPT

Module 8: Applications and Future Developments of ChatGPT

  • Real-World Applications of ChatGPT Across Various Industries
  • Current Trends and Advancements in ChatGPT Technology
  • Future Developments and Potential of ChatGPT
Course Details
Title

Introduction to ChatGPT

Type of Course

Introductory

Duration

2 days / 16 hours

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