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Generative AI with Large Language Models

Gain foundational knowledge, practical skills, and a functional understanding of how generative AI works

Free
16 Hours
Advanced

Generative AI for Everyone

Learn how generative AI works, and how to use it in your life and at work

Free
3 Hours
Beginner

Building Generative AI Applications with Gradio

Build your own image generation, image captioning, and text-summarization apps.

Free
1 Hour
Advanced

Evaluating and Debugging Generative AI Models Using Weights and Biases

Learn to evaluate programs utilizing LLMs as well as generative image models using platform-independent tools.

Free
1 Hour
Advanced

Supervised Machine Learning: Regression and Classification

Build machine learning models in Python using popular machine learning libraries NumPy & scikit-learn.

Free
33 Hours
Advanced

Machine Learning in Production

Design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment requirements.

Free
20 Hours
Advanced

Linear Algebra for Machine Learning and Data Science

Express certain types of matrix operations as linear transformation, and apply concepts of eigenvalues and eigenvectors to machine learning problems.

Free
34 Hours
Advanced

Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

Learn best practices for using TensorFlow, a popular open-source machine learning framework.

Free
17 Hours
Advanced

Structuring Machine Learning Projects

Learn how to build a successful machine learning project and get to practice decision-making as a machine learning project leader.

Free
6 Hours
Advanced

ChatGPT Prompt Engineering for Developers

Learn prompt engineering best practices for application development.

Free
1 Hour
Advanced