Foundation Models Courses and Certifications

The Machine Learning Engineer

Fine-Tuning Foundation Models for Document Classification with Azure ML - LLama2

Fine-tune LLM for document classification using Azure ML Studio's Python SDK. Learn to adapt Llama2, Mistral, or other models for text classification tasks.

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

The Machine Learning Engineer

Fine-Tuning Foundation Models with Azure Machine Learning Studio

Fine-tune a BERT foundation model using Azure Machine Learning Studio for enhanced natural language processing capabilities.

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

The Machine Learning Engineer

Azure ML: Foundation Models Inference Endpoint for Q&A

Explore Azure ML's Model Catalogue and create an Online Inference EndPoint for Foundation QA HuggingFace model predictions. Gain hands-on experience with Azure ML studio and machine learning deployment.

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

Databricks

Large Language Models: Foundation Models from the Ground Up

Explore innovations in transformer-based architectures, efficient fine-tuning, deployment considerations, and multi-modal developments for large language models in this comprehensive deep dive.

• edX
• 4 weeks, 4-8 hours a week
• Self-Paced
• Free Online Course (Audit)

London School of Economics and Political Science

AI: Law, Policy, and Governance

Explore AI regulation across major regions, analyzing policy frameworks, the EU AI Act, and governance mechanisms for emerging AI technologies.

• GetSmarter
• 6 weeks, 7 hours/week
• 27th May, 2026
• Paid Course

Credential

Building GenAI Applications with AWS

Unlock the complete GenAI journey on AWS through Bedrock models, Knowledge Bases for RAG, action-capable agents with Strands, and cloud deployment with AgentCore.

• CodeSignal
• 13 hours
• Self-Paced
• Free Certificate
• 4 courses

Credential

Generative AI Leader

1121 ratings at Coursera

Explore generative AI beyond chatbots, learning key concepts, strategic implementation, and Google Cloud's strengths to enhance productivity and transform organizations with AI agents and applications.

• Coursera
• 4 weeks, 2 hours/week
• Self-Paced
• Paid Course
• 5 courses

Introduction to Generative AI

228 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 14 hours
• Self-Paced
• Paid Course

Gen AI: Beyond the Chatbot

579 ratings at Coursera

Explore the true potential of generative AI beyond chatbots, learning about foundation models, prompt engineering, and developing effective organizational AI strategies.

• Coursera
• 2 hours 51 minutes
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Foundations of Prompt Engineering

7 ratings

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
• Self-Paced
• Free Certificate

GenAI for Executives & Business Leaders: An Introduction

535 ratings at Coursera

Gain insights into generative AI's business impact, from foundation models to ethical implementation, while learning practical applications for customer service and modernization strategies.

• Coursera
• 3 hours 9 minutes
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Lab - Integrate Amazon Bedrock Foundation Models into a Serverless App

Gain insights into building a serverless app with Amazon Bedrock LLMs by creating Lambda functions, configuring API Gateway, and connecting to a frontend that generates flashcards from study notes.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Paid Course

Generative AI on AWS - Amazon Bedrock, RAG & Langchain[2026]

6968 ratings at Udemy

Build 7+ GenAI Use Cases on AWS with Amazon Bedrock, RAG, Langchain, AI Agents, MCP, LLM. No AI/Coding exp req

• Udemy
• 12 hours 15 minutes
• Self-Paced
• Paid Course

Me-LLaMA - Medical Foundation Large Language Models for Comprehensive Text Analysis and Beyond

Discover how Me-LLaMA, a suite of medical language models trained on vast biomedical datasets, outperforms existing LLMs in medical text analysis tasks, advancing healthcare AI applications through improved accuracy and accessibility.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Coding Data Models with AI

Master data model design and AI integration to build full-stack applications using Firebase, OpenAI APIs, and professional development tools like Cursor IDE.

• Coursera
• 8 hours 24 minutes
• Self-Paced
• Paid Course