LangGraph Deep Dive: Building AI Research Agents with Graphs
Build an AI research agent using LangGraph, exploring its graph-based approach for flexible execution. Learn to integrate tools like GPT-4, Pinecone, arXiv, and Google for in-depth report generation on chosen topics.
Local LangGraph Agents with Llama 3.1 and Ollama - Building a Pizza Recommendation Agent
Build a local pizza recommendation agent using LangGraph, Ollama, and Llama 3.1. Learn to integrate Reddit API, create agent nodes, and construct an AI graph for personalized suggestions.
Navigating the GenAI Storm - Intelligent Data Platform Design
Explore designing intelligent data platforms amid rapid tech changes. Learn to make informed decisions, address enterprise data needs, and leverage GenAI for business impact in uncertain times.
Healthcare Data Intelligence with Unity Catalog - Providence's Journey
Providence's Unity Catalog implementation journey: optimizing governance, consolidating workspaces, and centralizing data for improved intelligence, sharing, and GenAI support in healthcare.
From Generic to Genius - Fine-Tuning LLMs with Precision and Speed
Discover how to fine-tune LLMs for your business needs, leveraging Databricks' Mosaic AI capabilities to create personalized models with improved speed, cost-efficiency, and data privacy.
State-of-the-Art Retrieval Augmented Generation at Scale in Spark NLP
Efficient scaling of RAG systems using Spark NLP: pre-processing, embedding calculation, post-processing, and integration with LangChain and HayStack for production-grade LLM systems.
Meta's Open Approach with Llama - Leveraging the Llama Ecosystem for Generative AI
Explore Meta's open-source Llama ecosystem for building cutting-edge generative AI at scale, including latest models, access methods, safety components, and future possibilities.
Comprehensive Guide to Mosaic AI - Getting GenAI Apps to Production on Databricks
Explore Mosaic AI for efficient GenAI app development on Databricks. Learn design, maintenance, and integration techniques through practical demonstrations to streamline your AI projects.
Designing a Copilot for Data Transformation with Spark and SQL
Explore the design of an AI copilot for data transformation, focusing on unique challenges and solutions to enhance productivity. Includes demos and insights on LLM applications in programming.
Bringing Text-to-SQL to Business Intelligence Production in Large Enterprises
Explore Text-to-SQL implementation in large enterprises, focusing on model selection, fine-tuning, and performance optimization for accurate natural language querying in business intelligence contexts.
Building Enterprise-Grade GenAI Apps with MLflow and Vector Search
Explore enterprise-grade GenAI app development using MLflow and Vector Search, focusing on data protection, AI deployment challenges, and leveraging proprietary information securely with Databricks tools.
Preparing for the Databricks Certified Generative AI Engineer Associate Exam
Explore Databricks' Generative AI Engineer Associate certification, covering key topics like prompt engineering, RAG, and LLM selection. Learn exam scope, preparation tips, and insights from experts.
AI for Product Managers - Practical Tools and Insights
Explore AI's potential to revolutionize product management, predicting user needs and enhancing workflows. Learn practical applications of tools like ChatGPT for innovation and efficiency.
Mastering Content Creation with Generative AI
Explore Generative AI's impact on marketing with Faye Pasvouri. Learn to create resonant campaigns, streamline efforts, and leverage AI models for optimized content and customer engagement.
Secure AI: 20 Years of Machine Learning Security - Keynote
Exploración histórica de la seguridad en IA, desde sus inicios hace 20 años hasta los desafíos actuales. Análisis crítico de las prácticas modernas y orientación para profesionales en el campo.
DALL-E API - Introduction to Generative AI Image Creation
Comprehensive tutorial on using DALL-E API for AI image generation, covering setup, creation, editing, and variations, with practical demonstrations and insights.
Scraping YouTube with OpenAI API - Python, ChatGPT, and YouTube Transcript API
Learn to scrape YouTube transcripts and leverage OpenAI's API for summarization and topic extraction, enhancing content analysis and accessibility.
DIY AI Prompt Injection with OpenAI and DALL-E Web App - Python, Bottle, OpenAI
Learn to create an AI prompt injection web app using Python, Bottle, OpenAI, and DALL-E. Explore system architecture, code implementation, and practical applications in this hands-on tutorial.
Ollama and Python for Local AI LLM Systems
Learn to set up and use Ollama with Python for local AI language models, including installation, model management, and integration techniques.
DIY: Ollama Compare LLM Results Web App - Python, Bottle, and SQLite
Build a web app to compare LLM results using Ollama, Python, Bottle, and SQLite. Learn project architecture, setup, and coding for CLI and web interfaces.
Hybrid Quantum-Classical Machine Learning using Qiskit
Explore hybrid quantum-classical machine learning with Qiskit for text classification and sentiment analysis, combining quantum circuits and classical models.