Foundation Models Courses and Certifications

AI Language Models and Foundation Models

15 ratings at Pluralsight

Explore the foundation of AI language models, gain a deep understanding of BERT, GPT, and T5 and their practical applications and even learn how to fine tune such a model yourself.

• Pluralsight
• 1 hour 5 minutes
• On-Demand
• Free Trial Available

Data Science Dojo

Foundation Models and Generative AI - Future of Generative AI - What are Foundation Models?

Explore foundation models and generative AI with venture capitalist Jon Turow. Learn about industry trends, investment perspectives, and the future implications of this rapidly evolving technology.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Rob Mulla

Testing Open Source and Offline GPT with H2O.AI

Explore offline, open-source GPT models with h2o.ai. Learn about foundation models, fine-tuning, and comparing h2oGPT to ChatGPT. Discover document grounding and get a glimpse of LLM Studio.

• YouTube
• 1 hour
• On-Demand
• Free Video

Alan Turing Institute

Exploring Foundation Models - Session 3

Dive into the world of foundation models with experts Anthony Cohn and Yarin Gal, exploring cutting-edge developments and implications in artificial intelligence.

• YouTube
• 58 minutes
• On-Demand
• Free Video

MindSpore's Foundation Model Platform - Promoting Ecological Development

Explore MindSpore's platform for foundation models, enabling online experience, fine-tuning, and ecosystem development. Discover free training modules and AI competitions to advance deep learning innovation.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Open Data Science

Recent Advances in Foundation Models: Scaling Laws, Emergent Behaviors, and AI Democratization

Explore recent advances in foundation models, scaling laws, and emergent behaviors in AI. Learn about efforts to democratize AI and make cutting-edge technology accessible to all.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Amazon Web Services;  Amazon

Optimizing Foundation Models

Explore techniques to enhance foundation model performance: Retrieval Augmented Generation and fine-tuning. Learn AWS services, agent roles, evaluation methods, and data preparation for optimizing AI models.

• AWS Skill Builder
• 1 hour
• On-Demand
• Free Certificate

MICDE University of Michigan

Foundation Models for Enabling Rational Design of Biological Systems - Lecture 3

Explore foundation models for rational design of biological systems with Arvind Ramanathan, advancing understanding in computational biology and system engineering.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Google TechTalks

Foundation Models and Fair Use - Legal and Ethical Implications

Explore legal and ethical implications of training foundation models on copyrighted material. Analyze fair use doctrine, potential risks, and technical mitigations for model development and deployment.

• YouTube
• 57 minutes
• On-Demand
• Free Video

MICDE University of Michigan

Foundation Models for Materials Synthesis

Explore foundation models for materials synthesis, focusing on AI-driven approaches to accelerate discovery and innovation in materials science.

• YouTube
• 26 minutes
• On-Demand
• Free Video

MICDE University of Michigan

Foundation Models for a Sustainable Planet

Explore how foundation models can address sustainability challenges and drive positive environmental impact through AI-powered solutions.

• YouTube
• 40 minutes
• On-Demand
• Free Video

MICDE University of Michigan

Foundation Models for Materials Discovery

Explore foundation models for materials discovery, focusing on their applications and potential in advancing scientific research and innovation.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Google Cloud Tech

Tuning Foundation Models: A Comprehensive Guide

Explore techniques for customizing foundation models with your data, improving performance across tasks while understanding limitations and future prospects.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Foundation Models and the Transfer of Embodied Autonomy

Explore challenges in developing foundation models for sequential decision-making, including transfer learning, and discuss future research directions in embodied autonomy.

• YouTube
• 41 minutes
• On-Demand
• Free Video

Snorkel AI

Foundation Models Tutorial and Why Not to Fine-Tune Them

Explore Foundation Models: capabilities, adaptation, risks. Learn why fine-tuning can distort pre-trained features and underperform. Gain insights into responsible AI development and interdisciplinary research approaches.

• YouTube
• 23 minutes
• On-Demand
• Free Video