Opportunities from Social Media Data for Public Health
Explore social media's potential in public health research and interventions. Learn data analysis techniques for extracting valuable health insights from online platforms.
From Words to Actions - Foundation Models for Generalist Robot Brains
Explore the potential of Foundation models in robotics, discussing lessons from scaling robot data collection and strategies to leverage these models for practical applications.
ETL with Meltano and Singer in the LLM Era
Explore how traditional ETL tools like Singer and Meltano can enhance data pipeline management for LLM applications, addressing production-level challenges beyond basic LangChain capabilities.
Building a ChatGPT Data Pipeline with RisingWave Stream Processor and Astra Vector Search
Discover how to build real-time GenAI pipelines by combining RisingWave's stream processing with Astra's vector embedding and similarity search capabilities for ChatGPT applications.
Simple Training with the Transformers Trainer
Learn to train and fine-tune Transformer models using the Trainer API, covering tokenization, class balance, and practical implementation techniques.
Large Language Models for Real-World Applications
Explore real-world applications of large language models in this visual overview, covering image captioning, question answering, text generation, and more. Learn about NLP technologies and their potential in various business domains.
Deploy LayoutLMv3 for Document Classification Using Streamlit, Transformers, and HuggingFace Spaces
Learn to deploy LayoutLMv3 for document classification using Streamlit and HuggingFace Spaces. Covers model loading, input preparation, and classification process, resulting in a functional demo app.
How to Build Your Own Speech-to-Text Transcription App in Python Using AssemblyAI and Streamlit
Learn to build a Speech-to-Text Transcription App using AssemblyAI API and Streamlit. Create a command-line tool and web app to transcribe YouTube videos with Python.
Deep Learning and Transfer Learning for NLP
Explore deep learning and transfer learning for NLP with expert Dipanjan Sarkar. Gain insights on challenges, deployment, popular models, tools, and recent advances in multilingual AI and model interpretability.
Building World-Class NLP Models with Transformers and Hugging Face
Learn to build advanced NLP models using transformers and Hugging Face. Kaggle Grandmasters share insights on question answering, sentiment extraction, and multilingual classification in this comprehensive tutorial.
Python Sentiment Analysis Project with NLTK and Transformers - Classify Amazon Reviews
Learn to classify Amazon review sentiment using NLTK's VADER and Huggingface's RoBERTa models in Python. Compare results and gain practical NLP skills for language modeling and data science.
How Digital Data Collection Methods Impact Scientific Inference - Dr. Rebekah Tromble
Explore how digital data collection methods impact scientific inference, focusing on Twitter data analysis, APIs, and logit regression. Learn to navigate challenges in social and cultural research.
Negativity and Semantic Change - Will Hamilton, Stanford University
Explore dynamic word embeddings to test semantic instability in negative vs. positive language, with implications for sentiment analysis tools and linguistic evolution.
Building Tools and Frameworks for Large-Scale Social Media Mining
Learn to build tools and frameworks for large-scale social media mining, focusing on creating data infrastructure for COVID-19 research using Twitter data. Gain insights on challenges, solutions, and best practices.
Talk to Wikipedia App with Streamlit, GPT-3, OpenAI Embeddings in Python, VS Code
Build an interactive "Talk to Wikipedia" app using Streamlit, GPT-3, and OpenAI embeddings. Learn to integrate APIs, debug in VS Code, and deploy your creation online.
Automated Implementation of Windows-Related Security-Configuration Guides
Explore automated implementation of Windows security guides using NLP and verification techniques. Learn about extraction, research questions, and current limitations in this field.
Financial Analyst App - GPT-4, Streamlit, and Llama-Index Tutorial
Build a financial news app UI with Streamlit, integrating GPT-4 and Llama-Index for advanced analysis and user-friendly interaction. Learn to create a powerful tool for financial insights.
Redefining Workforce Engagement with Contact Center AI
Explore how Contact Center AI revolutionizes customer service, enhancing workforce engagement through efficient processes, sentiment insights, data-driven evaluations, and augmented coaching workflows.
Supercharging Slack with ChatGPT Using Spin
Enhance Slack productivity by integrating ChatGPT with Spin, leveraging AI capabilities for improved team communication and workflow automation.
Making Motivational Instagram Reels with ChatGPT - Full Tutorial
Learn to create engaging motivational Instagram Reels using AI tools like ChatGPT and VEED. Master clip selection, script writing, recording, editing, and enhancing your content for maximum impact.
Neural Search Improvements with Apache Solr 9.1 - Approximate Nearest Neighbor and Pre-Filtering
Explore neural search in Apache Solr 9.1, including HNSW graph improvements, pre-filtering capabilities, and Deep Learning integrations for enhanced search relevance and efficiency.