10 Online Courses to Boost Your Generative AI Skills

10 online courses to enhance your expertise in generative AI

Generative AI, a rapidly evolving field using machine learning algorithms to create entirely new content, is revolutionizing industries like art, music, and healthcare. Whether you're a tech enthusiast, creative professional, or simply curious about the future, learning about generative AI can open doors to exciting new opportunities. To help you get started, we've compiled a list of 10 online courses, including options from top universities, to equip you with the knowledge and skills you need to thrive in this dynamic field.

1. Large Language Models- Application through Production: This course, offered by Databricks on edX, teaches you how to use large language models, such as GPT-3, for various tasks, such as text generation, summarization, question answering, and more. You will also learn how to deploy and scale these models on the cloud using Databricks.

2. OpenAI, GPT, ChatGPT and DALL-E- This course, offered by Udemy, covers the basics of OpenAI and its products, such as GPT-3, ChatGPT, and DALL-E. You will learn how to use these tools to create chatbots, image captions, and visual art. You will also get hands-on experience with coding and building projects using these tools.

3. Generative AI – From Big Picture to Idea, to Implementation: This course, offered by Coursera, gives you an overview of generative AI and its applications. You will learn about the different types of generative models, such as variational autoencoders, generative adversarial networks, and transformers. You will also learn how to use TensorFlow and Keras to implement these models and generate your own content.

4. Getting Started with Generative AI API Specialization- This specialization, offered by DeepLearning.AI on Coursera, teaches you how to use the Generative AI API, a cloud-based service that allows you to access state-of-the-art generative models without any coding. You will learn how to use the API to generate text, images, audio, and video, and how to customize and fine-tune the results.

5. Build AI Apps with ChatGPT, Dall-E, and GPT-4- This course, offered by Udacity, shows you how to use the latest generative models from OpenAI, such as ChatGPT, Dall-E, and GPT-4, to build AI apps that can interact with users, generate content, and solve problems. You will learn how to use the OpenAI Playground, a web-based platform that lets you experiment with these models and their features.

6. Introduction to Generative AI- This course, offered by Google Cloud on Cloud Skills Boost, introduces you to the concept of generative AI and how it differs from traditional machine learning methods. You will also learn about the Google tools that can help you develop your own generative AI apps, such as TensorFlow, Cloud AI Platform, and Magenta.

7. Generative AI with Large Language Models- This course, offered by DeepLearning.AI on Coursera, teaches you how to use large language models, such as GPT-3 and T5, to generate text for various domains, such as natural language understanding, natural language generation, and natural language processing. You will also learn how to evaluate and optimize these models using metrics and techniques.

8. Prompt Engineering for ChatGPT- This course, offered by Vanderbilt University on Coursera, teaches you how to use prompt engineering, a method of designing and refining inputs for generative models, to create engaging and creative chatbots using ChatGPT. You will learn how to use prompts to control the tone, style, and content of the chatbot's responses, and how to test and improve the chatbot's performance.

9. Introduction to Artificial Intelligence (AI)- This course, offered by IBM on Coursera, gives you a broad overview of artificial intelligence and its subfields, such as machine learning, deep learning, computer vision, natural language processing, and more. You will also learn about the applications and challenges of AI in various industries and domains, and how to use IBM tools and platforms to start your AI journey. This course is updated with the latest developments and opportunities in AI as of December 7, 2023.

10. Introduction to Generative AI Studio- This course, offered by Google Cloud on Cloud Skills Boost, teaches you how to use Generative AI Studio, a web-based tool that allows you to create and explore generative AI models without any coding. You will learn how to use the Studio to generate text, images, audio, and video, and how to customize and share your creations.