CMU Multilingual NLP 2022 - Words, Parts of Speech, Morphology
Explore words, parts of speech, and morphology in multilingual NLP, covering linguistic concepts, UD Treebank annotations, and morphological analysis techniques.
CMU Advanced NLP 2021 - Adversarial Learning
Explore adversarial learning in NLP, covering GANs, discrete outputs, and input adversaries. Gain insights into advanced techniques for robust language models and style transfer.
CMU Advanced NLP 2021 - Latent Variable Models
Explore advanced NLP concepts like variational autoencoders, discrete latent variables, and their applications in natural language processing tasks.
CMU Advanced NLP: Document-Level Modeling
Explore advanced NLP techniques for long documents, including feature extraction, coreference resolution, and discourse parsing. Gain insights into state-of-the-art models and their applications.
CMU Advanced NLP: NLP Experimentation
Learn advanced NLP experimentation techniques, from forming research questions to running experiments, with insights on data annotation and hypothesis testing.
CMU Advanced NLP: Text Classification
Comprehensive introduction to neural networks for NLP, covering core concepts like forward/backward algorithms, parameter updates, and training techniques for text classification tasks.
Neural Nets for NLP 2021 - Document-Level Models
Explores advanced NLP techniques for document-level tasks, including long-document modeling, entity coreference, and discourse parsing, with a focus on neural network approaches and their applications.
Beginners Guide to GPT-4 API and ChatGPT 3.5 Turbo API Tutorial
Learn to implement GPT-4 and ChatGPT 3.5 APIs in your projects. This tutorial covers setup, integration, and deployment using Node.js, Express, and Microsoft Azure Functions.
DALL-E 2 - How to Create Better Prompts - Full Guide
Comprehensive guide on crafting effective prompts for AI image generation tools like DALL-E 2, covering techniques to enhance creativity and achieve desired results.
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.
OpenAI ChatGPT - The Future Is Here
Explore ChatGPT's capabilities in writing, design, problem-solving, and creative tasks. Learn about its potential applications and limitations in this comprehensive overview of the AI language model.
Whiteboarding - Large Language Model Tech Stack
Explore the LLM tech stack, covering API-accessible and open-source models. Learn about ChatGLM-6B and gain insights into self-hosting options for large language models.
OpenAI Embeddings with Voice Cloning - Eleven Labs API, ChatGPT API, Whisper API
Learn to build a voice assistant using OpenAI Embeddings, ChatGPT, Whisper, and Eleven Labs APIs. Combine AI technologies for realistic voice responses and create a custom Q&A system with a Gradio UI.
Generative Agents- Simulating Human Behavior with ChatGPT
Explore the breakthrough of Generative Agents, simulating human-like behavior in interactive environments using Large Language Models, with key components and real-world applications.
Building a ChatGPT Plugin for Lex Fridman Podcasts
Learn to build a ChatGPT plugin for searching Lex Fridman podcasts, from setup to implementation. Discover how to create, index, and host a custom AI-powered search tool for podcast content.
Train ChatGPT to Be a MidJourney V5 Prompt Master - Full Process
Learn to train ChatGPT to generate expert MidJourney prompts, enhancing AI art creation. Master context building, prompt pre-processing, and category labeling for optimal results.
Man vs Machine - Deke vs Dall-E
Explore the battle between human creativity and AI-generated art in this engaging tutorial comparing traditional design techniques with Dall·E's capabilities.
How to Create Your Own Autonomous GPT-4 Agents with Auto-GPT
Explore Auto-GPT, an experimental AI application showcasing GPT-4's autonomous capabilities in business development and management, with step-by-step setup instructions for various AI agents.
Chatbot with LangChain Agents + GPT 3.5
Learn to build a conversational agent using LangChain and GPT-3.5, leveraging vector search retrieval to provide context from Lex Fridman's podcast for intelligent responses.
Is AI Better at Content Aware Fill Than Photoshop?
Explore AI-powered image extension with Dall·E's Outpainting, comparing it to Photoshop's Content-Aware Fill. Learn techniques for expanding photos and creating new details using cutting-edge AI technology.
AI Storytelling and Narrative - Personalized Stories for Children
Explore AI-driven storytelling, personalization, and product development with insights on creating child-friendly AI content and navigating the transition to the Age of Intelligence.