Generative AI

Welcome to Limitless Learning, where the sky is the limit. Our Courses are fully remote, so you can learn anywhere

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What is it?

This 4 weeks intensive course will explore the cutting-edge field of Generative AI, which is the ability of

machines to create new content, such as text, images, and music. We will cover topics

such as:

• Large Language Models (LLMs): How do these powerful models work, and how

can they be used to generate text, translate languages, and write different kinds

of creative content?

• Image Generation: How can we create realistic images from scratch, or modify

existing images?

• Multimodal Learning: How can we combine text and images to create more

powerful generative models?

We will also discuss the ethical considerations of generative AI, and how to use this

technology responsibly. By the end of the course, you will be able to:

• Understand the core concepts of generative AI

• Build and train your own generative models

• Apply generative AI to real-world problems

This course is for anyone who is interested in learning about the latest advances in

generative AI. No prior knowledge of AI is required.

What are the course objectives?

Understand the core concepts of generative AI, such as neural networks,
transformers, and multimodal representation.
Build and train your own generative models, such as LLMs and GANs.
Apply generative AI to real-world problems, such as generating text, translating languages, and creating realistic images.
Understand the ethical considerations of generative AI and how to use this technology responsibly.

What is the course schedule?

Start date: May 2024 (4 weeks intensive)
Fully online
Duration: 120 min per session
Recurrence: 2x week
# of occurrence: 8x sessions
Days: TBD
Time: TBD

How much does it cost?

29,900 DZD
Payment through CCP, credit/debit card or PayPal (see more details here)

APPLY for the Generative AI course

Hands-on Projects

Throughout the course, you will work on a series of hands-on projects that will give you the opportunity to apply what you have learned. These projects will cover a variety of topics, such as:

• Building a chatbot using a large language model

• Generating realistic images using a GAN

• Combining text and images to create a multimodal model

Technologies Used

• Google Colab: We will use Google Colab as our development environment.

Colab is a free Jupyter notebook environment that runs in the cloud. This means

that you can access it from anywhere, and you don't need to worry about

setting up or maintaining your own computing environment.

• Huggingface: We will use the Huggingface platform to download, fine-tune, and

host LLM models. Huggingface is a leading platform for LLM research and

development. It provides a variety of tools and resources that make it easy to

work with LLMs.