Many universities like Harvard and MIT, and tech firms like Google offer free online courses to help you quickly get up to speed. Whether you want to understand artificial intelligence, apply AI concepts, or study natural language processing, machine learning, chat bots or other related technologies, there is likely to be free course available to you.
DeepLearning.ai
This collection of 20+ free courses that are about one-hour long and caters to a wide range of AI experience levels. Here you can gain foundational knowledge, practical skills, and get hands-on practice with real-world tools and applications. The curriculum also includes skills in full-stack development, knowledge graphs, and automated testing.
The most popular short AI courses quickly dive into topics like prompt engineering, model compression, data preprocessing, and application security. They covers essential concepts, such as generative AI, model handling and optimization, data processing and integration, security and evaluation, specialized applications, and advanced techniques.
Visual Models
Prompt Engineering for Vision Models focuses on using prompts for vision models like SAM, OWL-ViT, and Stable Diffusion 2.0. You’ll learn to generate images, segment images with coordinates, detect objects using natural language, and replace objects within images through in-painting. The course also covers fine-tuning with DreamBooth for personalized image generation and tracking experiments with Comet. These techniques help optimize your visual prompt engineering workflows, enabling effective and creative use of vision models.
Hugging Face
The Open Source Models with Hugging Face is an AI course that helps you perform tasks in NLP, audio, image, and multimodal domains. You will gain insight but creating chatbots, translating languages, summarizing documents, converting audio to text, and performing zero-shot audio classification. You’ll also generate audio narrations, implement visual question answering, and create image captions. By packaging your applications with Gradio and Hugging Face Spaces, you’ll can also learn to run AI apps in a user-friendly interface on the cloud or as an API.
Autogen
If you want to build multi-agent systems that collaborate to accomplish complex tasks then the AutoGen AI Agentic Design Patterns course is a must. Here, you’ll learn to create engaging two-agent conversations, fun customer onboarding experiences, reflective blog posts, and a conversational chess game using the framework’s various design patterns. Additionally, the course covers generating code for financial analysis and integrating user-defined functions. By the end, you’ll be adept at using AutoGen’s core components to implement multi-agent systems efficiently, whether through API calls or locally in your own environment.
ChatGPT Developer
This ChatGPT Prompt Engineering for Developers course teaches you to leverage large language models using the OpenAI API. Here, you’ll learn to summarize user reviews, infer sentiments, transform text, and automatically expand content like emails. The course also emphasizes best practices for writing effective prompts and systematically engineering good ones. Hands-on experience is provided through examples and exercises in a Jupyter notebook environment, that enhance your ability to create innovative and powerful applications.
AI for Everyone
This free online course to learn AI was one of the first to be released back in 2019, but many people still search for it today. It consist of four modules, and is designed for both technical and non-technical participants who do not even what a machine learning engineer is. As the course starts it focuses on demystifying AI terminology such as neural networks, machine learning, deep learning, and data science. It then goes on to explain AI’s realistic capabilities and limitations. A large portion of the course is also dedicated to identifying AI opportunities within your organization, experience with building machine learning projects, and develop strategies to work effectively with AI teams. Additionally, the course addresses ethical and societal discussions on the future implications of AI.
The online education platform from the tech giant Google also offers free artificial intelligence courses with their Introduction to Generative AI being the most popular.
Generative AI
The Introduction to Generative AI by Google micro learning program is designed to explain what Generative AI is, how it’s applied, and how it contrasts with traditional machine learning methods. It also introduces various Google tools that can assist you in developing your own Generative AI applications.