GPT-2 Courses and Certifications

Yannic Kilcher

GPT-2: Language Models are Unsupervised Multitask Learners

Explore OpenAI's GPT-2 model, its capabilities in natural language processing tasks, and the implications of its performance on various datasets without explicit supervision.

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

Coding Train

Coding Train Late Night - GPT-2, Hue Lights, Discord Bot

Explore AI-driven text generation, smart lighting control, and Discord bot creation in this engaging late-night coding session. Dive into GPT-2, Hue Lights API, and more.

• YouTube
• 2 hours 26 minutes
• On-Demand
• Free Video

Coding Train

Coding Train Late Night - Fetch, GPT-2 and RunwayML

Late-night coding session exploring web scraping, machine learning, and IoT projects. Features dad joke scraping, GPT-2 model training, and Hue light control, culminating in a dad joke generator.

• YouTube
• 2 hours 7 minutes
• On-Demand
• Free Video

Andrej Karpathy

Reproducing GPT-2 (124M) from Scratch - Implementation and Optimization

Comprehensive tutorial on reproducing GPT-2 (124M) from scratch, covering implementation, optimization, training setup, and results analysis. Includes practical coding and performance tuning tips.

• YouTube
• 4 hours 1 minute
• On-Demand
• Free Video

1littlecoder

AI Text Generation with GPT-2 - Fine-Tuning on Indian Food Recipes Dataset

Learn to fine-tune GPT-2 for custom text generation using Indian food recipes dataset. Explore aitextgen package, data preparation, and model training for creative AI-generated content.

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

Runway

GPT-2 and Transformers

Explore text-based AI models, focusing on GPT-2 and Transformers. Learn about their architecture, capabilities, and potential applications in natural language processing.

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

AI Engineer

Decoding the Decoder LLM Without Code - Understanding GPT-2 Through Spreadsheets

Discover how GPT-2 works using only Excel spreadsheets - no coding required! Demystify tokenization, embeddings, attention mechanisms, and neural networks through accessible visualizations.

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

Wolfram

Analyzing GPT-2's Brain Development

Explore GPT-2's inner workings through token manipulation, node analysis, and temperature adjustments to gain insights into its structure and functioning.

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

The Machine Learning Engineer

LLMOPS: Training a Small LLM (GPT-2) - Machine Learning and Data Science

Explore training a small LLM (GPT2) locally, understanding challenges and limitations of LLM development for individuals and small teams.

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

Modern Tokenization Techniques for AI & LLMs

Master modern tokenization methods including BPE, WordPiece, and SentencePiece to optimize AI model performance and handle out-of-vocabulary challenges effectively.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Nicholas Renotte

Generate Blog Posts with GPT2 and Hugging Face Transformers - AI Text Generation GPT2-Large

Learn to generate blog posts using GPT2 and Hugging Face Transformers. Master text encoding, AI-powered content creation, and output decoding for efficient writing and content production.

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

AI Engineer

How LLMs Work for Web Developers - GPT in 600 Lines of Vanilla JavaScript

Discover how modern LLMs work by building GPT-2 from scratch in vanilla JavaScript, covering tokenization, embeddings, neural networks, and text generation for web developers.

• YouTube
• 1 hour 42 minutes
• On-Demand
• Free Video

GOTO Conferences

Inside GPT - Large Language Models Demystified

Demystifying GPT algorithms: architecture, inner workings, and practical applications. Explore NLP fundamentals, train models, and learn to leverage ChatGPT and GPT4 for innovative solutions.

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

NDC Conferences

Inside GPT - Large Language Models Demystified

Dive into GPT architecture and ChatGPT internals, from NLP fundamentals to training models, prompt engineering, and RAG patterns for building AI-powered applications.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

ACM SIGPLAN

Allo: A Programming Model for Composable Accelerator Design

Explore Allo, a composable programming model for efficient spatial accelerator design. Learn how it decouples hardware customizations and preserves hierarchical structure for holistic optimizations across function boundaries.

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