
Explore why prompt engineering matters for mastering ChatGPT: control model output, tailor prompts for content creation, coding, or problem solving, mitigate bias and controversy, and boost efficiency in user-friendly interactions.
Master prompt engineering for text generation to guide ChatGPT through input prompts, context understanding, and iterative generation, with output evaluation ensuring coherent and contextually relevant text.
Design prompts for different tasks to unlock text generation with ChatGPT. Explore applications like summarization, question answering, classification, role playing, code generation, and reasoning with practical examples.
Learn how to perform text summarization with ChatGPT using extractive and abstractive approaches, customize length and style, and capture main points and tone with natural language processing.
Fine tuning in prompt engineering tailors a pre-trained language model to specific tasks using a small task-specific data set, enabling faster, more accurate text generation with ChatGPT.
Discover how ChatGPT enhances productivity through text generation and summarization, offering time efficiency, consistency across platforms, 24/7 availability, multilingual support, and idea generation.
Define data as a systematic record of a quantity, with values gathered for analysis or survey, and explain that organized data becomes information, while noting analog and digital data types.
Learn the transformation from data to insights through a cooking-inspired workflow: collect data from diverse sources, clean and prepare it, analyze, interpret results, and visualize insights.
Explore how Google Colab enables exploratory data analysis as a free cloud service for machine learning, data analysis, and running Python in the browser for loading, cleaning, visualization, and statistics.
Master the steps for exploratory data analysis in Google Colab, from setting up the environment and loading data to cleaning, visualizing, and sharing insights with pivot tables and feature engineering.
Explore exploratory data analysis with chatgpt by loading a dataset, performing descriptive statistics, missing value analysis, and survival and distribution analysis on the Titanic dataset, with Python code.
Define the problem, articulate goals, and craft concise prompts using clear language, data context, persona, and relevant keywords. Iterate by test, evaluate, and refine to achieve the desired output.
Explore real world applications of prompt engineering across customer support automation and content creation. Apply these techniques to personalized education, health care, and legal analysis, showcasing empathy, accuracy, and efficiency.
Who it’s for: This advanced course on Mastering Chat GPT is designed for learners who have a basic understanding of Artificial Intelligence and are looking to delve deeper into the field of generative models, particularly focusing on ChatGPT. Ideal for students, professionals, or tech enthusiasts who have foundational knowledge of AI and are eager to explore the applications and intricacies of ChatGPT.
What it is: This course offers a comprehensive exploration of ChatGPT, a state-of-the-art language model developed by OpenAI. It delves into the mechanisms of ChatGPT, its applications, and the technical aspects that make it a transformative force in the tech field.
What you’ll learn:
What is Generative AI and ChatGPT?: Understand the basics of Generative AI and how ChatGPT fits into this landscape. Learn about the architecture, functionality, and principles that guide the operation of ChatGPT.
How to communicate with ChatGPT: Master the art of interacting with ChatGPT. Learn how to craft effective prompts and responses to get the most out of your interactions with this powerful language model.
Prompt engineering: Delve into the world of prompt engineering. Understand how to craft effective prompts that guide the AI in generating desired outputs.
Prompt engineering for text generation: Learn how to use prompt engineering specifically for text generation tasks. Understand how to guide ChatGPT to generate creative and coherent text.
Prompt engineering for information retrieval: Explore how to use prompt engineering for information retrieval tasks. Learn how to ask questions in a way that helps ChatGPT provide the most accurate and relevant information.
Demonstration: ChatGPT for other uses: Through practical demonstrations, explore how ChatGPT can be used beyond simple question-answering. Discover its potential for tasks like content creation, programming help, learning new topics, and more.
Other ChatGPT-like language models: Learn about other language models that are similar to ChatGPT. Understand their similarities and differences, and when to use each one.
By the end of this course, you’ll have an in-depth understanding of ChatGPT, its applications, and how to effectively use it. You’ll be equipped with the knowledge and skills to leverage ChatGPT in your AI projects, opening up new possibilities for innovation and exploration.