Meta's Llama 3.1, Mistral Large 2, and the Rise of Small AI Models
Experts discuss Meta's Llama 3.1, Mistral Large 2, and the growing interest in smaller AI models, analyzing their impact on the AI industry and potential future developments.
AI and ChatGPT Insights on Digital Transformation and ERP Clients
Insights from AI on digital transformation challenges: legacy systems, culture, data integration, vendor management, compliance, and human factors in ERP implementations.
Development and Deployment of Generative AI with NVIDIA
Discover how to rapidly develop and deploy enterprise-scale generative AI solutions using microservices, leveraging NVIDIA NIM and AI software for tailored business applications.
Transcribed Audios Automatic Checklist Using Generative AI - Databricks Talk
Automatiza avaliação de interações com clientes usando IA generativa, transcrevendo áudios e criando checklists, melhorando eficiência e experiência do cliente no setor de seguros.
Generative AI - The Trust Factor We Can't Ignore
Explore the critical role of trust in Generative AI adoption, focusing on ethical principles, data governance, and security. Learn how Databricks' tools enable responsible AI development and implementation.
LLM-Powered BI: Turn Unstructured Data into Actionable Insights
Discover how The Jordan Company modernized its business with AI and Databricks, enabling self-service data analysis and automating tasks like term sheet summarizations for improved capital markets decision-making.
dbt Cloud and AI - Where Transformation and Metadata Meet
Explore how dbt Cloud enhances Databricks transformations and enables AI-driven insights through accurate metadata and business context, reducing hallucinations in LLMs.
Scaling Video Ad Classification Across Millions of Classes with GenAI
Innovative approach combining LLMs and ML for video ad classification, achieving 15% accuracy uplift and scalability to millions of product classes. Enhances real-time insights for ad-intel company Vivvix.
Production Data Applications for AI-Driven Observability
Explore AI-driven observability in Databricks' Data Intelligence Platform. Learn to create scalable apps with Plotly Dash, enabling non-technical users to manage workflows and leverage LLMs for data analysis.
How Instacart Uses AI for Just-in-Time Access Control - BSidesLV Talk
Explore Instacart's AI-powered just-in-time access system, balancing employee needs with security controls. Learn to leverage LLMs for automating workflows and enhancing internal security tooling.
Can AI Solve Physics Problems? ChatGPT Takes on Physics Challenges
Explore ChatGPT's ability to tackle physics problems, from projectile motion to quantum mechanics. Witness AI's potential and limitations in comprehending and solving complex scientific questions.
ShellGPT: Using ChatGPT in Your Terminal - Never Leave the Shell Again
Discover ShellGPT: Integrate ChatGPT into your terminal for efficient coding. Learn about chat sessions, code creation, and compare it with GitHub Copilot.
OpenAI Function Calling: Structured Data from GPT - Simplified for Developers
Explore OpenAI's function calling update, simplifying structured data extraction from GPT. Learn implementation and benefits for developers through practical examples.
How Developers Can Use ChatGPT's Code Interpreter - Testing, Review, and Analysis
Explore ChatGPT's Code Interpreter for testing, code review, data science, and image analysis. Discover its capabilities and potential applications for developers.
AI Showdown: Comparing Claude 2 and ChatGPT - Capabilities and Features
Comparison of Claude 2 and ChatGPT, exploring features like file uploads, context handling, and performance in creativity, reasoning, and data analysis tasks. Highlights Claude 2's capabilities and current availability.
How to Code Custom ChatGPT API Interfaces - CLI and Voice
Learn to build custom ChatGPT API interfaces, including a CLI chatbot and voice transcription using Whisper, with hands-on Python coding examples.
ChatGPT Vision Tutorial: 14+ Examples and Use Cases
Explore ChatGPT's groundbreaking vision capabilities, from generating code to analyzing medical images. Learn how this AI revolutionizes image understanding across various fields.
Creating an AI Operating System from Scratch with GPT-4
Learn to build a sophisticated AI operating system using GPT-4, integrating tools and multi-agents for enhanced efficiency and automation. Explore setup, knowledge base creation, and user interface design.
Fine-Tuning and Deploying LLaMA 3.1 on Hugging Face and Ollama
Step-by-step guide to fine-tune LLaMA 3.1 with custom data, save on Hugging Face and Ollama, and deploy for enhanced AI performance tailored to specific business needs.
Creating Synthetic Datasets for Instruction Finetuning with LLaMA and Nemotron
Learn to create synthetic datasets for AI instruction fine-tuning using LLaMA 3.1 and Nemotron 4. Master subtopic generation, question creation, response generation, quality filtering, and dataset uploading to Hugging Face.
RAG from the Ground Up with Python and Ollama - Building a Document Interaction System
Build a RAG system with Python and Ollama: parse documents, create embeddings, implement relevance scoring, and enable LLM interaction with your own datasets.