Ground Truth - The Uses and Abuses of Human Annotation in Text Analysis - Professor Kenneth Benoit
Explores the concept of "ground truth" in text analysis, discussing annotation methods, intercoder agreement, and comparing expert vs. crowd-sourced coding for social science research.
Deep Learning for Natural Language Processing
Explore NLP architectures, transformers, language models, and advanced techniques for text generation and embedding learning in this comprehensive deep learning lecture.
Chat in LangChain
Explore LangChain's chat features, including ChatOpenAI object, message types, and prompt templates. Learn to leverage these tools for enhanced AI interactions and natural language processing applications.
ChatGPT API in Python
Learn to integrate and utilize the ChatGPT API in Python, from basic queries to building a Gradio chat application, with practical examples and code demonstrations.
ChatGPT API in Python - How to Build a Custom AI Chat App
Learn to build a custom AI chat app using ChatGPT API in Python. Create a terminal client, store chat history, modify AI personality, and explore practical applications like a real estate AI assistant.
Automated Insights in Finance Using Machine Learning & AI
Explore AI and ML techniques for extracting actionable insights from alternative data sources in finance, leading to profitable trading strategies and robust portfolio construction.
ALBERT - A Lite BERT for Self-Supervised Learning of Language Representations
Explore ALBERT, a streamlined BERT variant for efficient language representation learning, covering key innovations and performance benchmarks.
KDD2020 - Transfer Learning Joshi
Explore transfer learning via pre-training, focusing on BERT, span-based efficient pre-training, and ROBERTA. Discover advancements in contextualized representations and future directions in few-shot learning and non-parametric memories.
Deploying the Speech Recognition System on Docker with NGINX
Learn to deploy a speech recognition system using Docker and NGINX, covering containerization, orchestration, and configuration for efficient application deployment.
Natural Language Processing - Deciphering the Message Within the Message Stock Selection
Explore NLP techniques for stock selection using earnings call transcripts, focusing on sentiment and behavioral signals that have shown historical effectiveness in the U.S. market.
Understanding Unstructured Data with Language Models - Alex Peattie
Explore language models for unstructured data analysis, covering classification, predictive modeling, and information retrieval. Learn key concepts and practical applications in various fields.
Using Free Text for Predictive Modeling
Explore efficient text representation for predictive analytics, covering techniques to transform varied-length text into fixed-length vectors for machine learning applications like sentiment analysis and news classification.
Improve Your BabyAGI with LangChain
Enhance your AI development skills by learning to create and optimize BabyAGI using LangChain, with step-by-step code explanations and practical demonstrations.
ChatGPT and Excel Basics for Beginners
Learn to leverage ChatGPT for enhancing Excel skills, from basic to advanced tasks. Explore AI-powered solutions, ask effective questions, and improve your data handling capabilities.
How to Use AI for Perfect Voice-to-Text Notes in Notion
Discover how to create perfect voice-to-text notes using AI tools like ChatGPT and Whisper, automating transcription and summarization for effortless note-taking in Notion.
Chatting with ArXiv Research Papers — AI Assistant
Explore an AI assistant that interacts with ArXiv papers using LangChain agents, OpenAI models, and Pinecone vector database, enabling enhanced research capabilities.
ChatGPT Basics for Beginners - AI Development Tutorial
Comprehensive tutorial on ChatGPT basics, covering features, extensions, and applications in various fields. Learn to effectively use AI for writing, entertainment, and personal growth.
Prompt Engineering for GPT-3.5-Turbo, GPT-4
Explore 16 diverse prompts for OpenAI's GPT models, including document processing and creative applications, with practical Python implementations and code reviews.
LangChain Crash Course - Build an AutoGPT App
Learn to build an AutoGPT app using LangChain in just 25 minutes. Gain hands-on experience with this powerful AI framework and create your own intelligent application quickly.
Fine-Tuning LLMs with PEFT and LoRA
Explore efficient fine-tuning of large language models using PEFT and LoRA techniques, with a focus on practical implementation and uploading to HuggingFace Hub.
Sparks of AGI - What to Know
Explore GPT-4's capabilities and limitations in this analysis of Microsoft's "Sparks of AGI" paper, discussing experiments, tool usage, and the potential for artificial general intelligence.