Language Models Courses and Certifications

MLOps World: Machine Learning in Production

Supercharging Search with Language Models (LLMs)

Explore how Instacart revolutionized search using Language Models, enhancing user experience with personalized recommendations and improved results.

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

USC Information Sciences Institute

Mission: Impossible - Testing Language Models on Unnatural Grammar Rules

Explore groundbreaking research challenging assumptions about language models' ability to learn impossible languages through systematic experiments with synthetic language variations and GPT-2.

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

INSAIT Institute

Representing Text in Context - Language Models and Contextual Understanding

Explore advanced language models and contextualized text representations through cutting-edge research on pre-training methods, visual context integration, and real-world NLP applications.

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

Neuro Symbolic

Introduction to Language Models - LLMs, Prompt Engineering, and Architectures

Explore language models, covering generative AI, LLMs, encoders, prompt engineering, and transformer architecture. Gain insights into embeddings, attention mechanisms, and model limitations.

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

VinAI

The Revolution of Small Language Models - Phi-2 and the Future of AI

Explore the revolutionary Phi-2 small language model, its efficient performance, and impact on AI development. Uncover the evolution, applications, and future of compact language models.

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

Center for Language & Speech Processing(CLSP), JHU

OLMo: Accelerating the Science of Open Language Models

Explore OLMo, an open-source language model initiative, and its impact on accelerating research in natural language processing and machine learning.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Efficient Language Models - Tutorial

Explore efficient language model techniques with JHU researcher Tianjian Li, covering optimization strategies and cutting-edge approaches for improved NLP performance.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Data-distributional Approaches for Generalizable Language Models

Explore data-distributional approaches for improving language models. Learn about optimizing data source mixtures, efficient resampling, and theoretical analysis of in-context learning for enhanced model capabilities.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

CDG-Based Language Models - 2009

Explore context-dependent grammar-based language models and their applications in natural language processing and speech recognition.

• YouTube
• 1 hour 28 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Building Helpful Language Models - Challenges and Solutions

Explore challenges and solutions in aligning language models, including self-instruction, source tracing, and web interaction. Gain insights into building robust, transparent AI systems for practical applications.

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

Simons Institute

Generalization in the Representations and Computations of Frontier Language Models

Delve into the geometry of language model representations, exploring superposition strategies, sparse autoencoders, and their implications for AI reliability and computational advancement.

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

Association for Computing Machinery (ACM)

Harmful Speech Detection by Language Models - Gender-Queer Dialect Bias

Explore how language models exhibit bias in detecting harmful speech, particularly affecting gender-queer communities, and understand the implications for AI fairness and inclusivity.

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

RSA Conference

Stealing Production Language Models - Approaches and Risks

Explore two adversarial approaches to extract information from proprietary AI systems like ChatGPT, including revealing hidden LLM parameters and creating copycat models through distillation.

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

Graham Neubig

Introduction to Language Models and Inference - CMU LLM Inference 1

Dive into language model fundamentals, transformer architecture, and inference algorithms while exploring modeling and search errors in modern LLM systems.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Paul G. Allen School

Scaling Expertise via Language Models - With Applications to Education

Discover how AI and language models can democratize educational expertise, featuring innovative methods like Bridge and Tutor CoPilot that enhance teaching and learning interactions at scale.

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