Foundation Models Courses and Certifications

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
• On-Demand
• 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
• On-Demand
• Free Video

Scrimba

Demystifying AI: Foundation Models and Their Applications - with Tom Chant

Explore AI foundation models with Tom Chant: learn their functionality, applications, and how to leverage them for innovative front-end development projects.

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

Data Science Dojo

Enterprise Data Management with Large Language Models

Explore LLM strategies for enterprise data: prompt engineering, fine-tuning, and RAG. Learn to leverage language models effectively, transforming data processes with practical techniques and real-world examples.

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

React Conferences by GitNation

The Rise of the AI Engineer

Explore the emerging role of AI Engineers as applied AI shifts, creating new opportunities in Software 3.0. Learn about Foundation Models and their impact on software development.

• YouTube
• 23 minutes
• On-Demand
• Conference Talk

CNCF [Cloud Native Computing Foundation]

Training Foundation Model Workloads on Kubernetes at Scale with MCAD

Explore how IBM's Vela supercomputer uses MCAD to queue custom resources for large-scale AI training on Kubernetes, enabling flexible frameworks and fault tolerance across hundreds of GPUs.

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

Data Science Dojo

Emerging Architectures for Large Language Model Applications - Building a Custom LLM Application

Explore emerging architectures for LLM applications, covering embeddings, vector databases, prompt engineering, and customization techniques to build powerful AI-driven solutions.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

1littlecoder

AI News: Open Source Advancements and Recent Developments

Explore latest AI advancements: new models, papers, and tools. Learn about HyperAttention, MemGPT, Self-RAG, PaLI-3, Fuyu-8B, MistralLite, and more. Stay updated on AI developments in various domains.

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

Data Science Dojo

Boosting LLMs Performance with Retrieval-Augmented Generation

Enhance LLM performance with RAG: Incorporate external data into prompts, personalize for specialized domains, and keep information current through updatable knowledge libraries.

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

Simons Institute

Federated and Collaborative Learning - Session 1

Explore cutting-edge topics in federated learning, including data valuation, privacy, uncertainty quantification, and scaling to foundation models, presented by leading experts in the field.

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

Scrimba

The Rise of AI Engineering - Making an Industry with Swyx

Explore the emergence of AI engineering with Swyx, covering industry trends, AI vs ML engineering, demand-supply dynamics, and successful AI products. Gain insights into this evolving field and its impact.

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

Paul G. Allen School

Generalizing Outside the Training Distribution through Compositional Generation

Explore compositional generative modeling for AI generalization beyond training data, enabling complex planning and decision-making in unseen tasks and environments.

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

Paul G. Allen School

Uncertainty Quantification for Learning-Enabled Robots

Exploring formal assurances for learning-enabled robots using vision and language inputs. Focuses on uncertainty quantification techniques to enhance safety and reliability in novel scenarios.

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

Open Data Science

Infuse Generative AI in Your Apps Using Azure OpenAI Service

Learn to integrate generative AI into apps using Azure OpenAI Service. Explore models like ChatGPT and Codex, and discover enterprise-grade features for next-gen AI applications.

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

Open Data Science

Orchestrating Generative AI Workflows to Deliver Business Value

Explore leveraging Large Language Models in existing software ecosystems using Python. Learn to balance innovation with established practices, applying text-to-image and text-to-speech technologies for robust, production-ready AI systems.

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