Harness the Power of GenAI for Business with Databricks and Dataiku
Unlock GenAI potential for business users with Databricks and Dataiku. Learn to scale AI projects, collaborate on model building, and streamline deployment for enterprise-wide innovation and future-ready AI solutions.
Data in the Age of Gen AI - Six Things to Know
Discover six essential strategies for preparing your data in the era of Generative AI, unlocking competitive advantages and accelerating data readiness for organizations.
Reactive to Preventive: Managing Fraud with Databricks, OpenCV, and GenAI
Transformación de detección de fraude reactiva a preventiva en tiempo real utilizando IA, visión por computadora y análisis de datos avanzados para mejorar la precisión y velocidad en la industria de seguros.
Leveraging GenAI with Robust Data Foundations to Transform Businesses
Explore how Generative AI transforms MarTech and agency operations, enhancing customer insights, campaign strategies, and ROI through data-driven innovation and personalization.
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.
Turn Data into Business Assets with Embedded GenAI-Powered Analytics
Explore how embedded GenAI-powered analytics and natural language search can revolutionize self-service analytics, accelerate insights, and create new revenue streams for businesses.
Building a Production Scale, Totally Private, OSS RAG Pipeline with DBRX, Spark, and LanceDB
Discover how to create a secure, scalable AI pipeline using open-source tools DBRX, Spark, and LanceDB. Learn to implement private generative AI solutions for enterprises without compromising data security or performance.
How to Cook Good AI Products with Data from Your Enterprise Warehouse
Aprenda a criar conjuntos de dados de referência específicos para sua empresa usando dados existentes, melhorando a avaliação e o desempenho de modelos de IA generativa em cenários do mundo real.
Leveraging GenAI to Accelerate Innovation in Pharmaceutical Industry
Explore how Mankind Pharma uses GenAI to enhance data access, redesign product packaging, and analyze audio from sales reps, accelerating innovation in the pharmaceutical industry.
Fine-Tuning Open Source Models for AI Agents
Optimize open source LLMs for AI agents: Learn best practices for fine-tuning models in retrieval, chat, planning, and function calling to create domain-specific assistants and application copilots.
GenAI-Powered Media Dynamics: Leveraging LLMs for Personalized Content Engagement
Explore Fox's innovative use of custom LLMs for personalized media content, including video transcription insights, semantic search, and curated recommendations, revolutionizing digital engagement.
Project Alexandria: DOE's Digital Library for Data Management
Centralized data management platform for DOE and NNSA projects, enabling researchers to focus on science while efficiently handling data storage, computation, and curation using Databricks and AI.
AI in Security Service Delivery - Challenges and Insights from GenAI Implementation
Explore the impact of GenAI in security operations, including A/B testing results, integration challenges, and insights for practitioners implementing AI-powered tools in analyst workflows.
Tactics and Impacts of Adversarial Machine Learning
Explore adversarial attacks on ML systems, AI jailbreaks, and their impact on popular AI models. Gain insights into cybersecurity risks and preparedness strategies in the rapidly evolving AI landscape.
Amazon Bedrock - Generative AI on AWS
Explore Amazon Bedrock for generative AI on AWS. Learn to enable models, perform text completions, and discover various use cases in this concise tutorial.
Flux 1 - Open-Source AI Image Generator Rivaling Top Models
Explore Flux 1, an open-source AI image generator rivaling top models. Learn its capabilities, settings, and performance through various prompts, and understand its impact on AI image creation.
Infusing Generative AI in Applications Using Azure OpenAI Service
Learn to integrate generative AI into applications using Azure OpenAI Service. Explore advanced models, enterprise features, and responsible AI practices for improved efficiency and innovation.
Set Distribution Networks - A Generative Model for Sets of Images
Explores a novel framework for generating and encoding sets of images, introducing Set Distribution Networks that can create new object/identity sets while preserving key attributes.
Denoising and Variational Autoencoders
Explore autoencoders, powerful generative models for dimensionality reduction and data generation. Learn about denoising and variational autoencoders, their applications, and training techniques.
Deep Generative Modeling
Explore deep generative modeling, including autoencoders, VAEs, and GANs. Learn about latent variables, representation learning, and applications in debiasing and image synthesis.
A Fun and Absurd Introduction to Vector Databases
Explore vector databases for AI applications, natural language interfaces, and advanced search capabilities. Learn to translate data into vectors and master querying techniques.