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

Harvard CMSA

Foundation Models for Real-Time Cancer Diagnosis

Explore groundbreaking AI applications in cancer diagnosis, focusing on microscopic imaging, foundation models, and the integration of cell morphology with molecular profiles for enhanced pathology evaluation.

• YouTube
• 49 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

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

MLOps.community

Deploying LLMs on Structured Data Tasks - Lessons from the Trenches

Explore NSQL, a new open-source foundation model for SQL generation. Learn about its advantages over existing models, including customization, quality, and privacy. Discover its data generation process, GPU training approach, and performance benefits.

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

MLOps.community

Solving the Last Mile Problem of Foundation Models with Data-Centric AI

Explore data-centric AI techniques to enhance foundation models' accuracy for complex, high-value use cases. Learn to overcome hallucinations, biases, and misclassifications in real-world AI applications.

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

MLOps.community

Foundational Models in Enterprise AI - Challenges and Opportunities

Explore the future of AI with foundation models, their enterprise applications, and challenges. Learn about Snorkel AI's approach to optimizing these models for cost, quality, and control.

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

Toronto Machine Learning Series (TMLS)

The Dual Nature of Consistency in Foundation Models - Challenges and Opportunities

Explore the complexities of consistency in Large Language Models, including measurement methods, mitigation strategies, and leveraging opportunities for improved model reliability.

• YouTube
• 36 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

Snorkel AI

ROBOSHOT: Improving Foundation Model Performance Without Fine-Tuning

Boost zero-shot foundation model performance with ROBOSHOT. Learn to improve robustness, reduce biases, and understand conditions for enhanced results without fine-tuning.

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

Snorkel AI

Data-Centric Development is Key to Production-Level AI

Explore data-centric AI development approaches for adapting foundation models to complex use cases, focusing on techniques for pre-training, instruction-tuning, and task-specific fine-tuning.

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

Snorkel AI

The Making of RedPajama and the Future of Open-Source AI

Explore the creation of RedPajama, an open-source AI project, and its impact on the future of AI. Learn about data collection and training processes for building leading open-source models.

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

Snorkel AI

How Data Can Close the Foundation Model Performance Gap

Explore data-centric development's role in bridging the gap between AI's power and its practical value for companies, focusing on Foundation Models.

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