Google DeepMind: AI Research Foundations

Overview

Google DeepMind’s AI Research Foundations curriculum will deepen your understanding of the AI technologies behind language models like Google Gemini, and will teach you how to build and fine-tune modern language models from the ground up. It is designed for university students and community learners who are proficient in python, and studying computer science, math, physics or other technical subjects.

Syllabus

Google DeepMind: Build Your Own Small Language Model

In this Google DeepMind course, you will learn the fundamentals of language models and gain a high-level of machine learning development pipelines.

Google DeepMind: Represent Your Language Data

In this Google DeepMind course you will learn how to prepare text data for language models to process.

Google DeepMind: Design And Train Neural Networks

n this Google DeepMind course you will focus on the training process for machine learning models.

Google DeepMind: Discover The Transformer Architecture

In this Google DeepMind course you will discover the mechanisms of the transformer architecture.

Google DeepMind: Fine-Tune Your Model

Unleash the power of language models with fine-tuning. In this course, you will learn how to adjust a pre-trained model to a specific task.

Google DeepMind: Accelerate Your Model

Train more powerful models with a single GPU, learn how hardware can speed up model training and the key considerations when training models on a GPU.