Language Models Courses and Certifications

Google TechTalks

Worst-Case Membership Inference of Language Models

Discover how to identify vulnerable documents in language model training data through worst-case membership inference techniques and finetuning methods.

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

Google TechTalks

How Much Do Language Models Memorize?

Explore how language models memorize data versus generalize, measuring GPT model capacity at 3.6 bits per parameter and understanding the transition from memorization to generalization.

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

Association for Computing Machinery (ACM)

Position is Power - System Prompts as a Mechanism of Bias in Language Models

Uncover how system prompts introduce bias in language models and their impact on AI fairness through research-based evaluation practices.

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

Center for Language & Speech Processing(CLSP), JHU

CDG-Based Language Models

Explore CDG-based language models and their applications in computational linguistics through expert analysis from Johns Hopkins University's language processing center.

• YouTube
• 1 hour 28 minutes
• Self-Paced
• Free Video

Introduction to Large Language Models

18 ratings

Explore large language models, their applications, and prompt tuning techniques. Learn to develop Gen AI apps using Google tools in this concise introduction.

• Google Skills
• 1 hour
• Self-Paced
• Free Online Course

Stanford CS336 - Language Modeling from Scratch 2025

Master language model development from tokenization to deployment, covering transformers, GPU optimization, scaling laws, data processing, and alignment techniques in this comprehensive Stanford program.

• YouTube
• 22 hours 19 minutes
• Self-Paced
• Free Video

Build Your Own Small Language Model

Discover how to build small language models from scratch, exploring n-grams to transformers through hands-on labs and ethical considerations for responsible AI development.

• Google Skills
• 6 hours
• Self-Paced
• Free Online Course

Train Your Own LLM - Tutorial

Master the complete process of training your own language model from scratch, including data preparation, tokenization, transformer architecture, pre-training, and fine-tuning to build a functional AI assistant.

• freeCodeCamp
• 3 hours 29 minutes
• Self-Paced
• Free Video

Demystifying Mixtral of Experts - Stanford CS25 Lecture

Explore Mixtral 8x7B, a Sparse Mixture of Experts model, with Albert Jiang. Learn about its architecture, expert routing, and how it processes 47B parameters while using only 13B during inference.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Yannic Kilcher

Did Google's LaMDA Chatbot Just Become Sentient?

Explore the controversy surrounding Google's LaMDA chatbot and its alleged sentience. Analyze claims, examine language models, and delve into the philosophical questions of AI consciousness and recognition of machine sentience.

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

Large Language Models (LLMs) Concepts

Discover the full potential of LLMs with our conceptual course covering LLM applications, training methodologies, ethical considerations, and latest research.

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available

Large Language Models for Business

Learn about Large Language Models (LLMs) and how they are reshaping the business world.

• DataCamp
• 1 hour
• Self-Paced
• Free Trial Available

Developing Large Language Models

Learn to develop large language models (LLMs) with PyTorch and Hugging Face, using the latest deep learning and NLP techniques.

• DataCamp
• 16 hours
• Self-Paced
• Free Trial Available

Oxen

How to Fine-Tune Mamba for Question Answering

Dive into practical Mamba language model fine-tuning for question-answering tasks, from basic prompt engineering to complete model training implementation.

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

Small Language Models (SLMs): Private AI, Edge & Strategy

245 ratings at Udemy

Compare SLMs vs LLMs. Understand Offline AI, Privacy, Quantization & Pruning. Evaluate models like Llama 3 or Gemma

• Udemy
• 2 hours 44 minutes
• Self-Paced
• Paid Course