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Custom GPTs

Create a Custom ChatGPT with Your Data

Valentin Despa

This comprehensive Udemy course is designed for those eager to learn how to create their own custom version of ChatGPT, tailored to their unique needs and preferences. Whether you're a professional, hobbyist, or simply curious about the potential of AI, this course will guide you through the exciting journey of building your own ChatGPT.

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This comprehensive Udemy course is designed for those eager to learn how to create their own custom version of ChatGPT, tailored to their unique needs and preferences. Whether you're a professional, hobbyist, or simply curious about the potential of AI, this course will guide you through the exciting journey of building your own ChatGPT.

Key Features of the Course

  1. No Coding Required: This course is accessible to everyone, regardless of technical background. You'll learn to create and modify ChatGPT using conversational methods, making it a truly no-code experience.

  2. Understanding GPTs: Begin with an introduction to AI and common concepts.

  3. Customization Techniques: Learn how to input specific instructions to the GPT.

  4. Provide documents: Add extra knowledge through documents or external data sources

  5. Integrate with DALL-E: Explore how to use DALL-E to generate images and integrate these capabilities with your custom ChatGPT for a more dynamic and visually engaging experience.

  6. GPT Actions: APIs and Zapier Integration: Delve into the technical aspects of integrating your custom ChatGPT with various APIs and automating tasks using Zapier actions.

  7. Publishing and Sharing: Learn how to make your custom GPT available for personal use or share it with others, expanding its utility and reach. You can make your custom GPT public and publish it in the ChatGPT store (GPT store) managed by OpenAI.

Hands-On Projects: You'll create multiple custom GPTs for different use-cases, such as meal planning or financial document analysis, offering practical experience in GPT customization.

By the end of this course, you will have the skills and knowledge to build custom ChatGPT models suited to various applications. You'll be equipped to harness the power of AI in a personalized way, opening up a world of possibilities for both personal and professional use.

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What's inside

Learning objectives

  • Build a gpt (customized version of chatgpt)
  • Provide gpt instructions
  • Share the gpt with others
  • Gpt capabilities (browsing, generating images, analysing)
  • Chat with your documents (pdfs, text files, spreadsheets)
  • Gpt actions - integrate with apis
  • Gpt actions - integrate with zapier

Syllabus

Introduction to GPTs
What is a GPT?
Waitlist of ChatGPT Plus
About this course
Read more
Editing your custom GPT
Basic terminology around ChatGPT / GPTs
Predefined GPTs
Understanding GPT
Custom GPT vs ChatGPT
OpenAI platform status
Provide better instruction to the custom GPT. Learn how to create a builder profile and share the custom GPT with others.
Section Overview
Providing instructions
Saving and reverting changes
Conversation starters
Editing the profile picture of the GPT
Improving the GPT instructions
Prompt context
Protecting your GPT
Sharing your custom GPT (GPT store)
Builder profile (useful for the GPT store)
Deleting a GPT
GPT Capabilities
Browsing the web
Generating images with DALL-E
Analysing images
Code Interpreter
Working with documents
Providing additional knowledge with documents
Types of queries (Analyzing & Searching my knowledge)
Troubleshooting tips
Analyzing data from a spreadsheet
Vizualizing data
Generating documents
Privacy settings
Common questions
GPT Actions - Integrating with APIs
What is an API?
API integration with GPT actions
The OpenAPI Specification
The basics of using APIs in a custom GPT
Configure the GPT to use Zapier AI Actions to connect to 3rd party apps (like Gmail, Google Calendar, Slack, etc.)
What is Zapier
Zapier: Connecting a GPT with Zapier AI Actions
Conclusion
Additional resources
Not the end
Bonus lecture

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Course teaches skills, knowledge, and/or tools that are highly relevant to industry
Teaches learners how to build and customize GPT models, which is a highly sought-after skill in the AI industry
Offers hands-on labs and interactive materials, which allows learners to apply their knowledge and skills in a practical setting
Provides opportunities for learners to share their custom GPTs with others, which can help them build their portfolio and network with other professionals

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Activities

Coming soon We're preparing activities for Custom GPTs: Create a Custom ChatGPT with Your Data. These are activities you can do either before, during, or after a course.

Career center

Learners who complete Custom GPTs: Create a Custom ChatGPT with Your Data will develop knowledge and skills that may be useful to these careers:
Data Analyst
A Data Analyst collects, processes, analyzes, and interprets data to extract meaningful insights. Custom GPTs can help Data Analysts by automating tasks such as data cleaning, data visualization, and report generation. This course can help Data Analysts learn how to create custom GPTs that can be tailored to their specific needs, such as analyzing financial data or customer behavior.
Machine Learning Engineer
A Machine Learning Engineer develops, deploys, and maintains machine learning models. Custom GPTs can be used to automate tasks such as feature engineering, model training, and model evaluation. This course can help Machine Learning Engineers learn how to create custom GPTs that can be used to improve the performance of their machine learning models.
Software Engineer
A Software Engineer designs, develops, and maintains software applications. Custom GPTs can be used to automate tasks such as code generation, code review, and bug fixing. This course can help Software Engineers learn how to create custom GPTs that can be tailored to their specific needs, such as developing web applications or mobile applications.
Data Scientist
A Data Scientist uses data to solve business problems. Custom GPTs can be used to automate tasks such as data exploration, data analysis, and model building. This course can help Data Scientists learn how to create custom GPTs that can be used to solve specific business problems, such as predicting customer churn or optimizing marketing campaigns.
Business Analyst
A Business Analyst gathers and analyzes data to identify business problems and recommend solutions. Custom GPTs can be used to automate tasks such as data collection, data analysis, and report generation. This course can help Business Analysts learn how to create custom GPTs that can be tailored to their specific needs, such as analyzing financial data or customer behavior.
Product Manager
A Product Manager plans, develops, and launches new products. Custom GPTs can be used to automate tasks such as market research, customer feedback analysis, and product roadmap planning. This course can help Product Managers learn how to create custom GPTs that can be tailored to their specific needs, such as developing new features for a software product or launching a new product line.
Marketing Manager
A Marketing Manager plans and executes marketing campaigns to promote products and services. Custom GPTs can be used to automate tasks such as content creation, social media management, and email marketing. This course can help Marketing Managers learn how to create custom GPTs that can be tailored to their specific needs, such as creating personalized marketing campaigns or optimizing advertising spend.
Sales Manager
A Sales Manager leads and manages a team of salespeople to achieve sales targets. Custom GPTs can be used to automate tasks such as lead generation, customer relationship management, and sales forecasting. This course can help Sales Managers learn how to create custom GPTs that can be tailored to their specific needs, such as identifying new sales leads or closing deals.
Customer Success Manager
A Customer Success Manager ensures that customers are satisfied with a company's products and services. Custom GPTs can be used to automate tasks such as customer onboarding, customer support, and customer feedback analysis. This course can help Customer Success Managers learn how to create custom GPTs that can be tailored to their specific needs, such as onboarding new customers or resolving customer issues.
Operations Manager
An Operations Manager plans and executes business operations to ensure that a company runs smoothly. Custom GPTs can be used to automate tasks such as process improvement, inventory management, and supply chain management. This course can help Operations Managers learn how to create custom GPTs that can be tailored to their specific needs, such as optimizing production processes or reducing costs.
Financial Analyst
A Financial Analyst analyzes financial data to make investment recommendations. Custom GPTs can be used to automate tasks such as data collection, data analysis, and financial modeling. This course can help Financial Analysts learn how to create custom GPTs that can be tailored to their specific needs, such as analyzing financial statements or building investment models.
Risk Manager
A Risk Manager identifies, assesses, and manages risks to an organization. Custom GPTs can be used to automate tasks such as risk identification, risk assessment, and risk mitigation. This course can help Risk Managers learn how to create custom GPTs that can be tailored to their specific needs, such as identifying risks to a company's operations or mitigating financial risks.
Compliance Officer
A Compliance Officer ensures that a company complies with laws and regulations. Custom GPTs can be used to automate tasks such as compliance monitoring, regulatory reporting, and internal audits. This course can help Compliance Officers learn how to create custom GPTs that can be tailored to their specific needs, such as monitoring compliance with environmental regulations or conducting internal audits.
Human Resources Manager
A Human Resources Manager plans and executes human resources programs to attract, develop, and retain employees. Custom GPTs can be used to automate tasks such as recruiting, onboarding, and employee training. This course can help Human Resources Managers learn how to create custom GPTs that can be tailored to their specific needs, such as recruiting top talent or developing employee training programs.
Project Manager
A Project Manager plans, executes, and closes projects to achieve project goals. Custom GPTs can be used to automate tasks such as project planning, project scheduling, and project tracking. This course may be useful for Project Managers who want to learn how to create custom GPTs that can be tailored to their specific needs, such as managing large-scale projects or tracking project progress.

Reading list

We've selected 11 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 Custom GPTs: Create a Custom ChatGPT with Your Data.
Collection of Alan Turing's most important writings on artificial intelligence. It valuable resource for anyone who wants to learn more about the history of AI and the foundations of ChatGPT and other large language models.
Provides a comprehensive overview of deep learning for natural language processing, which is the foundation of ChatGPT and other large language models. It valuable resource for anyone who wants to learn more about this rapidly evolving field.
Provides a comprehensive overview of speech and language processing, which is the foundation of ChatGPT and other large language models. It valuable resource for anyone who wants to learn more about this rapidly evolving field.
Provides a comprehensive overview of information retrieval, which is the foundation of ChatGPT and other large language models. It valuable resource for anyone who wants to learn more about this rapidly evolving field.
Provides a comprehensive overview of statistical natural language processing, which is the foundation of ChatGPT and other large language models. It valuable resource for anyone who wants to learn more about this rapidly evolving field.
Provides a comprehensive overview of the Natural Language Toolkit (NLTK), which Python library for natural language processing. It valuable resource for anyone who wants to learn more about this rapidly evolving field.
Provides a comprehensive overview of deep learning, which is the foundation of ChatGPT and other large language models. It valuable resource for anyone who wants to learn more about this rapidly evolving field.
Provides a comprehensive overview of statistical learning, which is the foundation of ChatGPT and other large language models. It valuable resource for anyone who wants to understand the theoretical foundations of these models.
Provides a comprehensive overview of machine learning using Python, which is the programming language used to develop ChatGPT and other large language models. It valuable resource for anyone who wants to learn more about this rapidly evolving field.
Provides a comprehensive overview of machine learning using Python, which is the programming language used to develop ChatGPT and other large language models. It valuable resource for anyone who wants to learn more about this rapidly evolving field.

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