Adding Interactivity to Your Data Science Models - Getting Started with Streamlit
Learn to create interactive web apps for data science using Streamlit. Explore basic concepts, add widgets, interact with data, and deploy to the cloud. Build apps for visualization, model training, and analytics.
From Raw Data to an Interactive Data App in an Hour - Powered by Snowpark Python
Develop a Streamlit data app to visualize advertising ROI using Snowpark Python. Learn data ingestion, transformation, ML modeling, and interactive visualization techniques.
Python and Data Storytelling to the Rescue: Avoiding Deaths by PowerPoint
Explore innovative Python tools and data storytelling techniques to create engaging, impactful presentations. Learn to combine interactivity and memorability for more effective communication.
Deploying a Multimodal Chatbot with Gemini Pro and Streamlit on Google App Engine
Desarrolla un chatbot multimodal con Vertex AI, Gemini Pro y Streamlit, y despliégalo en Google App Engine para aplicaciones de aprendizaje automático.
Python AI Web Scraper Tutorial - Using AI to Scrape Any Website
Learn to build an AI-powered web scraper using Python, Selenium, BeautifulSoup, and LangChain. Extract specific information from websites with AI-driven parsing and overcome common scraping challenges.
Local RAG with Llama 3.1 for PDFs - Private Chat with Documents using LangChain and Streamlit
Build a local RAG system for PDFs using LLMs, LangChain & Streamlit. Extract text, create vector stores, implement advanced retrieval, and integrate local/remote LLMs for efficient document processing.
Python and Data Storytelling - Avoiding Deaths by PowerPoint
Explore innovative Python tools and data storytelling techniques to create engaging, interactive presentations that captivate audiences and enhance information retention.
Advanced Streamlit for Python Developers
Deep dive into advanced Streamlit features for building robust, performant web apps in Python. Learn caching, session state management, and app testing through a multi-page GitHub activity dashboard with chatbot integration.
Building a Local Voice Assistant Like Alexa Using LLMs and Python
Learn to build a voice-controlled AI assistant using Python, Streamlit, LangChain, and Ollama in under 100 lines of code. Create your own local version of Alexa through hands-on coding.
Building RAG Applications: Speaking with Unstructured Data Using LangChain - Part 2
Dive into building an end-to-end RAG application using Langchain, multiple LLMs, and vector stores to enable interactive conversations with unstructured data through a Streamlit interface.
Building End-to-End RAG Applications with Unstructured Data - Part 3: Docker Integration
Dive into containerization with Docker and Docker Compose while building a RAG application that processes unstructured data using LangChain, multiple LLMs, and vector stores through Streamlit.
Building a Conversational PDF Bot with LlamaIndex, Nvidia NIM, and Streamlit
Master building a conversational PDF bot using Streamlit, LlamaIndex, and Nvidia NIM to create interactive document-based chat applications with advanced RAG capabilities.