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OpenAI Python API Bootcamp (2023): Learn AI, GPT, and more! (Udemy.com)

Discover the power of Artificial Intelligence with OpenAI's powerful API to generate text and images in projects

Created by: Jose Portilla

Last updated May 2025

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What you will learn

  • Understand the basics of the OpenAI API
  • Set-up an OpenAI Account for API use
  • Learn to use OpenAI API with Python for various tasks
  • Create potential start-up ideas through 10+ projects
  • Integrate OpenAI API into existing Python applications for added AI capabilities
  • Learn how to use Text Embedding with OpenAI
  • Understand how to apply OpenAI's GPT models
  • Discover how to use the DALLE-2 API to generate images
  • Learn to create content and images automatically for users

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Course Description

Welcome to the best online course for learning how to leverage the power of OpenAI's Python API for AI!

In this comprehensive course, you will learn how to harness the power of OpenAI to build intelligent applications and solutions using Python. The OpenAI API is one of the most advanced artificial intelligence platforms available, providing a range of capabilities for natural language processing, computer vision, and more. With this API, you can create AI applications that can understand and respond to human language, generate text, perform sentiment analysis, and much more.

This course is project-oriented, with every section has a unique project designed to be the basis of a start-up idea! You'll gradually learn new skills as you proceed from project to project throughout the sections of the course

By the end of this course, you will have a solid understanding of how to use the OpenAI API with Python and will be able to integrate AI into your own projects. You will learn how to authenticate with the API, how to make API calls, and how to process and analyze the results. You will also learn how to perform NLP tasks, such as text generation and question answering, and how to use the API for building AI-powered solutions.

Discover the Power of AI with Real World Projects:

  • Natural Language to SQL Queries

  • Automatic Blog Post Generation

  • Automated Recipe from Ingredients

  • Translation and Summarize from International Newspaper

  • Automatic Code Docstrings for Python

  • Fine-Tune Custom Chatbots

  • Perform Sentiment Analysis on Reddit Posts

  • Vector Text Embed Company Documents

Throughout the course, you will be working on real-world examples and hands-on exercises, allowing you to gain practical experience and put your new knowledge into action. You will also learn best practices for using the OpenAI API effectively, including error handling and performance optimization.

Whether you're a software developer, data scientist, or simply interested in learning about artificial intelligence, this course is designed for you. By the end of this course, you will have a strong foundation in using the OpenAI API and will be able to apply this knowledge to build your own AI solutions.

So if you're ready to take your skills to the next level and explore the world of AI, enroll in this course today and start building intelligent applications with the OpenAI API and Python!


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Instructor Details

Jose Portilla

Jose Marcial Portilla has a BS and MS in Mechanical Engineering from Santa Clara University and years of experience as a professional instructor and trainer for Data Science, Machine Learning and Python Programming. He has publications and patents in various fields such as microfluidics, materials science, and data science. Over the course of his career he has developed a skill set in analyzing data and he hopes to use his experience in teaching and data science to help other people learn the power of programming, the ability to analyze data, and the skills needed to present the data in clear and beautiful visualizations. Currently he works as the Head of Data Science for Pierian Training and provides in-person data science and python programming training courses to employees working at top companies, including General Electric, Cigna, SalesForce, Starbucks, McKinsey and many more. Feel free to check out the website link to find out more information about training offerings.

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Reviews

4.6

2,987 ratings on Udemy

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By Fernando Pacheco Solis on 4/14/2026

Outdated. It is good for theory, but technology is moving so fast that the code examples dont work anymore. You need to add a little bit of extra work to make the example code to work.

By Denes Kovacs on 2/10/2024

Good summary of what Open AI API knows, and even provides some ideas on how Open AI API could be used, while these are definitely informative they do not add value once you understand the idea itself (like setting up a connection to GitHub server). That said again, the ideas are really interesting and helps you understand the potentials of LLMs, and of course you can always skip some videos. All in all definitely worth buying!

By Mohamed Atef on 1/8/2024

This course is really good, not only it has a lot of projects for using the OpenAI API but also there is a section for vector embedding and how to use them. You get the notebooks and also a fully functional python code that you can refer to as a reference later on. Most of the questions are already answered in the Q&A sections and if there is a new question, Jose replies in a short time which is great.

By Saurabh Nandan on 12/25/2023

It would be better there should be full(future) course outline to know what to learn next to get better in working with Gen AI and there use cases. I strongly recommend to have course outline to learn all the essentials to have good understanding on Gen AI like lang chain, unstructured document search etc.

By Anonymized User on 6/14/2023

I recommend Jose's course for anyone asking me how to get into or re-enter software engineering. It's exciting stuff and it's one area getting a lot of growth at a time when other parts of our industry might even be contracting. Jose also keeps it simple in python so you can follow and build along without python experience.

By Bryan Butler on 5/9/2023

As usual,Jose always delivers high quality content and this course is no exception. The real keys to this course are using Python to connect to the various models and building functions and code to perform the tasks. There is also a fair amount of quality 'prompt engineering' here and the hints are useful.

By Kristin Martin on 4/5/2023

Another fantastic course by José! I enjoyed this course so much, I completed it in just a few weeks in my spare time! Not only was this a great introduction to OpenAI's Python API, but it was a really good way to get back up to speed on Python after having been away from it for quite a while. The example projects were really fun to complete, and I learned a lot about the various models, pricing, and current capabilities of OpenAI's API. José has a very engaging and personable style of teaching, and this course only reinforced my already high opinion of his training skills. Lastly, he responded to one question I had in a very timely and helpful manner. Absolutely recommend this course!

By Kar Yin Ryan Mak on 3/27/2023

Once again, Jose Portilla has exceeded my expectations with his latest OpenAI Python API Bootcamp course. He has explained and laid out the Python code that calls upon the OpenAI large language models (LLMs) via the API key in a straightforward and comprehensible fashion. Portilla's course module content reveals the abilities and limitations of LLMs, which cuts through the hype and fear put out by the establishment media over AI. Best of all, I really like how the instructor put together custom Python class modules to summon and use the OpenAI LLMs. I really recommend to Jose Portilla to create a new Udemy course focusing solely on advanced Python programming, especially with object-oriented programming, classes and methods, and abiding by the Don't Repeat Yourself (DRY) principle of coding.

By Urs Fankhauser on 3/25/2023

I loved the course (teaching style and content). As development of openAI's models (and their availability and pricing is changing almost monthly), keeping the course up-to-date and relevant is a challenge. I changed almost all examples to use directly the gpt-3.5-turbo model instead of text-davinci-003 ... soon gpt-3.5-turbo will have to be replaced by get-4 .... and text-davinci-002 and older models will no longer be accessible.

By Akira Hachiya on 3/24/2023

Great to know how to utilize the hottest topics in techlonogy with light use cases. The course was pretty general and gave me a lead to think how to move forward from here. As he discussed, things change in this field quite fast but he did a great job trying to update as quickly as possible.

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Overall Score : 92 / 100