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Miguel Amigot

"In this course, we will delve into the advanced techniques that can be used to prompt ChatGPT, allowing it to generate responses that are even more accurate, relevant, and engaging. We will

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"In this course, we will delve into the advanced techniques that can be used to prompt ChatGPT, allowing it to generate responses that are even more accurate, relevant, and engaging. We will

explore the different applications of ChatGPT across various industries, including healthcare, finance, education, and customer service, among others.

Moreover, we will also look into integrating ChatGPT with other tools, such as natural language processing (NLP) and machine learning (ML), to further enhance its capabilities and create more advanced chatbot applications. By the end of this course, you will have a deep understanding of how to leverage the power of ChatGPT and build intelligent chatbots that can deliver superior customer experiences.

In addition to its powerful capabilities, ChatGPT also has some limitations that we need to consider when developing applications on top of it. For instance, while it can generate responses based on a vast corpus of data, it may not always produce the desired results. Therefore, it is important to understand these limitations and how to work around them to ensure that we can build robust and effective chatbot applications.

So, buckle up, and get ready to explore the advanced techniques of ChatGPT. I hope you will find this course both informative and enjoyable, and that you will come

away with a deeper appreciation for the power of AI and its potential to change the world. Enroll now to start diving in!"

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What's inside

Learning objectives

  • Understand the advanced techniques that can be used to prompt chatgpt, including the use of natural language processing and machine learning.
  • Explore the different applications of chatgpt in various industries, such as healthcare, finance, education, and customer service, among others.
  • Learn how to integrate chatgpt with other tools and technologies, such as nlp and ml, to create more advanced and effective chatbot applications.
  • Develop a deep understanding of the limitations of chatgpt and how to work around them to build robust and effective chatbot applications.

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Explores advanced prompting techniques for ChatGPT, which is standard in industry and academia
Taught by Miguel Amigot, who is recognized for their work in advanced NLP and AI
Helps learners explore applications of ChatGPT in various industries, including healthcare, finance, education, and customer service
Develops skills in integrating ChatGPT with NLP and ML, which are core skills for advanced chatbot development
May require learners to be comfortable with NLP and ML concepts before taking this course

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Reviews summary

Beginner-friendly intro to chatgpt

According to students, Prompt Engineering and Advanced ChatGPT is well-suited for beginners interested in learning how to utilize ChatGPT effectively. The course offers clear and comprehensive content that is easy to understand, making it a great starting point for those new to the topic.

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Prompt Engineering and Advanced ChatGPT with these activities:
Review Natural Language Processing
Reinforce your understanding of NLP concepts and techniques through a practical book.
Show steps
  • Read the introduction and chapter 1.
  • Complete the exercises in chapter 1.
Practice Prompting ChatGPT Effectively
Enhance your ability to generate effective and targeted prompts for ChatGPT.
Browse courses on Prompt Engineering
Show steps
  • Experiment with different prompting styles and techniques.
  • Analyze ChatGPT's responses to identify patterns and improve your prompts.
Build a Simple Chatbot with ChatGPT
Apply your knowledge by building a functional chatbot using ChatGPT's capabilities.
Browse courses on Chatbots
Show steps
  • Define the purpose and scope of your chatbot.
  • Design the conversation flow.
  • Implement the chatbot using ChatGPT's API.
  • Test and evaluate your chatbot.
One other activity
Expand to see all activities and additional details
Show all four activities
Develop a ChatGPT Integration Plan
Create a roadmap for integrating ChatGPT into your own applications or processes.
Show steps
  • Identify potential use cases for ChatGPT integration.
  • Research existing tools and platforms for ChatGPT integration.
  • Develop a technical plan for the integration.
  • Outline a timeline and budget for the integration project.

Career center

Learners who complete Prompt Engineering and Advanced ChatGPT will develop knowledge and skills that may be useful to these careers:
Chatbot Developer
Chatbot Developers design, build, and implement chatbots. These AI-powered tools provide customer service, support, and information to users. The Prompt Engineering and Advanced ChatGPT course from edX can help you become a Chatbot Developer by providing you with the skills you need to create chatbots that are accurate, relevant, and engaging. You will learn how to use natural language processing and machine learning to improve the performance of your chatbots and how to integrate them with other tools and technologies to create more advanced and effective applications.
Machine Learning Engineer
Machine Learning Engineers design, build, and implement machine learning models. These models can be used for a variety of tasks, such as predicting customer behavior, detecting fraud, and recommending products. The Prompt Engineering and Advanced ChatGPT course from edX can help you become a Machine Learning Engineer by providing you with the skills you need to build and deploy machine learning models. You will learn how to use natural language processing to improve the performance of your machine learning models and how to integrate them with other tools and technologies to create more advanced and effective applications.
Data Scientist
Data Scientists use data to solve business problems. They collect, clean, and analyze data to identify trends and patterns. The Prompt Engineering and Advanced ChatGPT course from edX can help you become a Data Scientist by providing you with the skills you need to work with data. You will learn how to use natural language processing to extract insights from data and how to use machine learning to build models that can predict future trends.
Natural Language Processing Engineer
Natural Language Processing Engineers design, build, and implement natural language processing models. These models can be used for a variety of tasks, such as understanding customer feedback, generating text, and translating languages. The Prompt Engineering and Advanced ChatGPT course from edX can help you become a Natural Language Processing Engineer by providing you with the skills you need to build and deploy natural language processing models. You will learn how to use natural language processing to improve the performance of your natural language processing models and how to integrate them with other tools and technologies to create more advanced and effective applications.
Financial Analyst
Financial Analysts analyze financial data to make investment recommendations. They work with clients to develop investment strategies. The Prompt Engineering and Advanced ChatGPT course from edX can help you become a Financial Analyst by providing you with the skills you need to analyze financial data and make investment recommendations. You will learn how to use natural language processing to gather financial data and how to use machine learning to build models that can predict financial trends.
Marketing Manager
Marketing Managers develop and execute marketing campaigns. They work with marketing teams to create and implement marketing strategies. The Prompt Engineering and Advanced ChatGPT course from edX can help you become a Marketing Manager by providing you with the skills you need to develop and execute marketing campaigns. You will learn how to use natural language processing to gather customer feedback and how to use machine learning to build models that can predict customer behavior.
Operations Manager
Operations Managers oversee the day-to-day operations of a business. They work with teams to ensure that products and services are delivered on time and within budget. The Prompt Engineering and Advanced ChatGPT course from edX can help you become an Operations Manager by providing you with the skills you need to manage teams and ensure that products and services are delivered on time and within budget. You will learn how to use natural language processing to gather customer feedback and how to use machine learning to build models that can predict customer behavior.
Consultant
Consultants help businesses solve problems and improve performance. They work with businesses to develop and implement solutions that meet their needs. The Prompt Engineering and Advanced ChatGPT course from edX can help you become a Consultant by providing you with the skills you need to develop and implement solutions that meet the needs of businesses. You will learn how to use natural language processing to gather customer feedback and how to use machine learning to build models that can predict customer behavior.
Investment Banker
Investment Bankers help companies raise capital. They work with companies to develop and execute financing strategies. The Prompt Engineering and Advanced ChatGPT course from edX can help you become an Investment Banker by providing you with the skills you need to develop and execute financing strategies. You will learn how to use natural language processing to gather financial data and how to use machine learning to build models that can predict financial trends.
Customer Success Manager
Customer Success Managers help customers get the most value from their products or services. They work with customers to identify their needs and develop solutions that meet those needs. The Prompt Engineering and Advanced ChatGPT course from edX can help you become a Customer Success Manager by providing you with the skills you need to understand customer needs and develop solutions that meet those needs. You will learn how to use natural language processing to gather customer feedback and how to use machine learning to build models that can predict customer behavior.
Sales Engineer
Sales Engineers help customers understand and purchase complex products or services. They work with customers to identify their needs and develop solutions that meet those needs. The Prompt Engineering and Advanced ChatGPT course from edX can help you become a Sales Engineer by providing you with the skills you need to understand customer needs and develop solutions that meet those needs. You will learn how to use natural language processing to gather customer feedback and how to use machine learning to build models that can predict customer behavior.
Product Manager
Product Managers oversee the development and launch of new products. They work with engineers, designers, and marketers to ensure that products meet the needs of customers. The Prompt Engineering and Advanced ChatGPT course from edX can help you become a Product Manager by providing you with the skills you need to understand customer needs and develop products that meet those needs. You will learn how to use natural language processing to gather customer feedback and how to use machine learning to build models that can predict customer behavior.
Project Manager
Project Managers oversee the development and implementation of projects. They work with teams to ensure that projects are completed on time and within budget. The Prompt Engineering and Advanced ChatGPT course from edX can help you become a Project Manager by providing you with the skills you need to manage teams and ensure that projects are completed on time and within budget. You will learn how to use natural language processing to gather customer feedback and how to use machine learning to build models that can predict project outcomes.
Business Analyst
Business Analysts analyze business processes and make recommendations for improvement. They work with businesses to develop and implement solutions that meet their needs. The Prompt Engineering and Advanced ChatGPT course from edX can help you become a Business Analyst by providing you with the skills you need to analyze business processes and make recommendations for improvement. You will learn how to use natural language processing to gather customer feedback and how to use machine learning to build models that can predict business outcomes.
Software Engineer
Software Engineers design, build, and implement software applications. These applications can be used for a variety of purposes, such as managing customer data, tracking inventory, and processing payments. The Prompt Engineering and Advanced ChatGPT course from edX can help you become a Software Engineer by providing you with the skills you need to build and deploy software applications. You will learn how to use natural language processing to improve the performance of your software applications and how to integrate them with other tools and technologies to create more advanced and effective applications.

Reading list

We've selected eight books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Prompt Engineering and Advanced ChatGPT.
Classic reference on deep learning, the underlying technology that powers ChatGPT. It provides a comprehensive overview of the field and is suitable for both beginners and experienced practitioners.
Provides a comprehensive overview of machine learning from a probabilistic perspective. It covers topics such as Bayesian inference, graphical models, and reinforcement learning. It good starting point for understanding the fundamentals of machine learning and how it is used in ChatGPT.
Provides a practical guide to deep learning using Python, including code examples and exercises. It good starting point for those interested in developing deep learning models for NLP and other applications.
Provides a comprehensive overview of statistical learning, including topics such as linear regression, logistic regression, and decision trees. It good starting point for understanding the fundamentals of statistical learning and how it is used in ChatGPT.
Provides a comprehensive overview of speech and language processing, including topics such as speech recognition, natural language understanding, and dialogue systems. It good starting point for understanding the fundamentals of human language and how it is processed by computers.
Provides a comprehensive overview of reinforcement learning. It covers topics such as Markov decision processes, value functions, and policy gradients. It good starting point for understanding the fundamentals of reinforcement learning and how it is used in ChatGPT.
Provides a comprehensive overview of the Natural Language Toolkit (NLTK), a popular open-source library for NLP. It covers topics such as text processing, machine learning, and natural language understanding. It good starting point for understanding the fundamentals of NLP and how it is used in ChatGPT.
Provides a comprehensive overview of generative adversarial networks (GANs), a type of deep learning model that can generate new data from a given distribution. It good starting point for understanding the fundamentals of GANs and how they can be used for applications such as image generation and text generation.

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