Language Models Courses and Certifications

Google TechTalks

Cascading Adversarial Bias from Injection to Distillation in Language Models

Uncover how adversarial bias injection amplifies during language model distillation, revealing critical security vulnerabilities and inadequate current defenses.

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

Google TechTalks

Cascading Adversarial Bias from Injection to Distillation in Language Models

Uncover how adversarial bias injection amplifies during language model distillation, revealing critical security vulnerabilities and defense gaps in ML systems.

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

OWASP Top 10 for Large Language Models

99 ratings at Udemy

Master OWASP Top 10 security vulnerabilities in Large Language Models, from prompt injection to data poisoning, building expertise in AI cybersecurity and threat mitigation.

• Udemy
• 1 hour 48 minutes
• On-Demand
• Paid Course

Pentesting GenAI LLM models: Securing Large Language Models

50 ratings at Udemy

Master LLM Security: Penetration Testing, Red Teaming & MITRE ATT&CK for Secure Large Language Models

• Udemy
• 3 hours 24 minutes
• On-Demand
• Paid Course

Databricks

Large Language Models: Application through Production

45 ratings at edX

This course is aimed at developers, data scientists, and engineers looking to build LLM-centric applications with the latest and most popular frameworks. By the end of this course, you will have built an end-to-end LLM workflow that is ready for producti…

• edX
• 6 weeks, 4-10 hours a week
• On-Demand
• Free Online Course (Audit)

Coursera

Building Production-Ready Apps with Large Language Models

28 ratings at Coursera

Learn to build and deploy responsible conversational AI applications using large language models, covering technical aspects, ethical considerations, and best practices for real-world implementation.

• Coursera
• 2 hours 59 minutes
• On-Demand
• Paid Course

Coursera

Understanding Large Language Models in Business

14 ratings at Coursera

Explore Large Language Models' impact on business: capabilities, applications, challenges, and future potential. Gain insights for leveraging LLMs across industries and improving productivity.

• Coursera
• 2 hours 46 minutes
• On-Demand
• Paid Course

H2O.ai Microcredential

Large Language Models

13 ratings at Coursera

Master the fundamentals and advanced concepts of Large Language Models through hands-on training with H2O.ai tools, from basic NLP principles to sophisticated fine-tuning techniques.

• Coursera
• 4 weeks, 1 hour a week
• On-Demand
• Paid Course
• 3 courses

Large Language Models (Using Huggingface) (Live Online)

8 ratings at CourseHorse

Unlock the power of Large Language Models with Hugging Face in this comprehensive 3-day course.

• CourseHorse
• 20 hours
• On-Demand
• $1,495.00

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
• On-Demand
• Free Online Course (Audit)

Coursera

Generative AI and Large Language Models

Discover generative AI fundamentals, from GANs to transformers, with hands-on experience using GPT, Hugging Face, and diffusion models for real-world applications.

• Coursera
• 1 day 3 hours 16 minutes
• On-Demand
• Paid Course

H2O.ai

H2O ai Large Language Models (LLMs) - Level 1

Dive into foundational concepts of Large Language Models, exploring neural networks, transformer architecture, and practical applications while mastering pre-training and fine-tuning techniques.

• Coursera
• 1 hour 14 minutes
• On-Demand
• Paid Course

Whizlabs

NVIDIA: Large Language Models and Generative AI Deployment

Master the deployment and optimization of Large Language Models through hands-on training in model fundamentals, GPU-accelerated training techniques, PEFT methods, and ONNX-based monitoring strategies.

• Coursera
• 4 hours 24 minutes
• On-Demand
• Paid Course

Coursera

Fine-tuning Language Models for Business Tasks

Demystify LLM fine-tuning for business applications, exploring foundational concepts, current industry uses, and future possibilities to create efficient, personalized, and innovative solutions.

• Coursera
• 3 hours 8 minutes
• On-Demand
• Paid Course

Pragmatic AI Labs

Large Language Models with Azure

Harness Azure's AI Power: Master Large Language Models, (LLMs) Optimize Deployments, and Build Cutting-Edge Applications.

• edX
• 4 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)