Foundation Models Courses and Certifications

SleepFM - Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Explore SleepFM, a groundbreaking multi-modal foundation model for sleep analysis, leveraging brain, cardiac, and respiratory data to improve sleep stage classification and disorder detection.

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

Generative AI for Multimodal Biomedicine

Explore groundbreaking developments in multimodal biomedicine AI, including GigaPath, OCTCube, and BiomedParse foundation models, and their potential impact on advancing medical applications through multi-agent frameworks.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Introduction to Generative AI

66 ratings at Coursera

Gain foundational knowledge and hands-on experience with generative AI, from basic concepts to practical applications using leading models and tools for code, image, and text generation.

• Coursera
• 1 day 13 hours 40 minutes
• On-Demand
• Free Online Course (Audit)

AI Concepts and Strategy

11 ratings at Coursera

Explore AI concepts, capabilities, ethics, and strategy. Gain a philosophical understanding of AI's nature and develop strategic thinking for a future with AI.

• Coursera
• 13 hours 50 minutes
• On-Demand
• Free Online Course (Audit)

Amazon Bedrock, Amazon Q & AWS Generative AI [HANDS-ON]

1615 ratings at Udemy

Build 8+ Use Cases with Amazon Bedrock, Amazon Q, Agents, Knowledge Bases, Chatbot, LangChain. No AI or Coding exp req

• Udemy
• 12 hours 38 minutes
• On-Demand
• Paid Course

Amazon Bedrock - Getting Started with Generative AI

64 ratings at Coursera

Explore Amazon Bedrock's fully managed service for foundation models, learn its benefits, and discover how to accelerate generative AI application development through hands-on demonstrations.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

IBM AI Product Manager

Learn in-demand skills for AI product management, including prompt engineering and generative AI concepts. Gain hands-on experience through projects and earn an IBM Professional Certificate to launch your tech career.

• Coursera
• On-Demand
• Paid Course
• 10 courses

Developing Generative AI Solutions

Explore the generative AI lifecycle: from defining use cases to deploying models. Learn to select, improve, and evaluate foundation models for impactful business solutions.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Free Online Course (Audit)

Amazon Web Services;  Amazon

Foundations of Prompt Engineering

5 reviews

Learn principles and techniques for designing effective prompts, from basics to advanced methods. Explore best practices, mitigate bias, and guard against misuse when interacting with foundation models.

• AWS Skill Builder
• 4 hours
• On-Demand
• Free Certificate

Could a Purely Self-Supervised Foundation Model Achieve Grounded Language Understanding?

Exploring the potential of self-supervised foundation models for grounded language understanding, discussing semantics, multi-modal streams, and causal abstraction in large networks.

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

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
• On-Demand
• Free Video

Artificial Intelligence Foundations: Thinking Machines

4795 ratings at LinkedIn Learning

Learn the key concepts behind artificial intelligence (AI), including strong and weak AI, approaches such as machine learning, and practical uses for new AI-enhanced technologies.

• LinkedIn Learning
• 1 hour 37 minutes
• On-Demand
• Free Trial Available

Models and Platforms for Generative AI

7 ratings at edX

This course focuses on the core concepts and models of generative AI, including deep learning and large language models. It covers the concept of foundation models and the capabilities of pre-trained models and platforms for AI application development.

• edX
• 3 weeks, 1-3 hours a week
• On-Demand
• Free Online Course (Audit)

IIT Kharagpur;  NPTEL

Soil Structure Interaction

Explore soil-structure interaction models for shallow foundations and piles, covering advanced topics in foundation engineering and real-world applications using various analytical methods.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

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
• On-Demand
• Free Video