Foundation Models Courses and Certifications

Gen AI: Unlock Foundational Concepts

You unlock the foundational concepts of generative AI by exploring the differences between AI, ML, and gen AI.

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available

Are Foundation Models Castles in the Air?

Explore the trustworthiness and effectiveness of foundation models in AI with Stanford professor Percy Liang, examining their potential and limitations for human-computer interaction and continuous learning.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

The Full Stack

Foundation Models - FSDL 2022

Explore Transformers, Large Language Models, prompt engineering, and innovative applications like CLIP and image generation in this comprehensive overview of foundation models.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Alan Turing Institute

How to Regulate Foundation Models: Beyond the EU AI Act

Exploring governance of large AI models, examining unique features, legal issues, and the EU AI Act's risk-based approach. Expert panel discusses ethical and regulatory challenges.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

Alan Turing Institute

Exploring Foundation Models - Session 1

Dive into foundation models with experts discussing their impact, challenges, and future potential in AI research and applications.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

Harvard CMSA

How to Steer Foundation Models - Techniques for Optimizing Language and Image Tasks

Explore advanced techniques for steering foundation models and LLMs through effective prompting, focusing on automated methods to enhance performance across language and image tasks.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Valence Labs

Towards Foundation Models for Knowledge Graph Reasoning

Explore ULTRA, a novel approach for universal and transferable graph representations in knowledge graph reasoning, enabling zero-shot inductive inference and fine-tuning on unseen graphs.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Video

AWS Events

Building Amazon Nova Foundation Models with SageMaker HyperPod

Discover how Amazon leverages SageMaker HyperPod's infrastructure and tools to develop Nova Foundation Models, exploring distributed training, observability, and cost-effective inference solutions.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

AWS Events

Image Generation and Search with Foundation Models on Amazon Bedrock

Discover how to leverage Foundation Models in Amazon Bedrock for innovative image generation and search capabilities, enabling transformative multimodal experiences with image and text inputs.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

AWS Events

Customizing Foundation Models for Generative AI Applications with Amazon Bedrock

Explore methods for adapting foundation models in generative AI applications, comparing prompt engineering and fine-tuning approaches while learning practical implementation strategies with Amazon Bedrock.

• YouTube
• 43 minutes
• Self-Paced
• Free Video

AWS Events

Scaling Foundation Model Inference to Hundreds of Models with Amazon SageMaker

Discover strategies for scaling foundation model deployment using Amazon SageMaker, focusing on cost-effective solutions for SaaS providers managing multiple models at enterprise scale.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

Generative AI: Foundation Models and Platforms

328 ratings at Coursera

Explore core concepts, models, and platforms of generative AI. Gain hands-on experience with IBM watsonx and other tools to generate text, images, and code using foundation models.

• Coursera
• 6 hours 56 minutes
• Self-Paced
• Paid Course

Fundamentals of Machine Learning for Healthcare

625 ratings at Coursera

Explore machine learning's potential in healthcare, covering fundamental concepts, use cases, evaluation metrics, and best practices for developing and implementing ML applications in medical settings.

• Coursera
• 14 hours 3 minutes
• Self-Paced
• Paid Course

Towards Robust and Reliable Autonomous Vehicles with Foundation Models

Explore cutting-edge developments in autonomous vehicle technology, focusing on vision-based systems, multi-target distillation, and the integration of large language models for enhanced driving capabilities.

• YouTube
• 53 minutes
• Self-Paced
• Free Video

Foundation Models for Autonomous Driving

Discover how foundation models revolutionize autonomous vehicle development through universal simulation, generalized autonomy stacks, and safety protocols for long-tail events.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video