Unlock the Power of LLMs like GPT with Python

60 minutes per lesson

Intermediate

This course is designed for developers looking to start building foundational skills in Natural Language Processing.

1500

Free

What you'll learn

Large language models
You will learn about how to implement LLMs in a variety of ways and compare them.
APIs
All the large language model in this course are going to be implemented with APIs; this course will provide you a good foundation with APIs.
User Interface
You will learn how to use Gradio to build simple user interfaces for your ML products.

Implementing GPT2
Today, we will learn how to make a simple call to a GPT2 model using Huggingface's inference API and how we can tweak the model.You'll build this on Day 1!
Gradio + Secrets
Today we are going to introduce Gradio, an open-source library, that we can use to build demos right into a browser.You'll build this on Day 2!
Implementing FlanT5 and GPT3
Today, we will earn how to use two of the most popular language models today: OpenAI's GPT-3 and Google's Flan-T5.You'll build this on Day 3!

About the teacher
Alex is Head of Product at AI-Camp and before that was a data and analytics consultant. He grew up in Northern Virginia with a French mom and dad from Pittsburgh. He loves all things machine learning, education, and has recently been diving into virtual reality!
About AI-Camp
AI Camp teaches future leaders AI, coding, creating AI products, and landing tech internships. 1-week and 3-week camps, plus Team Tomorrow for after school/weekend paid projects.

Today, we will learn how to make a simple call to a GPT2 model using Huggingface's inference API and how we can tweak the model.

45 mins