Data + AI Summit 2024 - Generative AI
117 videos • 1,443 views • by Databricks
Here's more to explore: LLM Compact Guide: https://dbricks.co/43WuQyb Big Book of MLOps: https://dbricks.co/3r0Pqiz
1
The AI of Where: Unleashing the Power of GenAI on Geospatial Data
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2
How We Reduce Recruiting Costs Using Databricks Foundation Models
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3
From Uncertainty to Certainty: Strategies for Deterministic LLMOps
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How Cash App Trains Large Language Models for Customer Support
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5
Sponsored by: Cognizant| Reduce Spend & Turbocharge Databricks Performance with Cognizant & Partners
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6
Get Ready to be Databricks Certified: Generative AI Engineer Associate
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7
SEA-LION: Representing the Diverse Languages of Southeast Asia with LLMs
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8
Sponsored by: LTIMindtree | Generative AI: The Trust Factor We Can't Ignore!
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9
Sponsored by: Capgemini | Accelerating the Operational Scale up of GenAI
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10
Sponsored by: Infosys | Scale and Democratize AI Across Enterprise - Revisit Your AI strategy
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11
Sponsored by: EPAM | Data-Driven Transformation Challenges: Successful AI Innovation Strategies
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12
Leveraging GenAI with Robust Data Foundations to Transform Businesses
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13
Customizing your Models: RAG, Fine-Tuning, and Pre-Training
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14
Introduction to Vector Search on Databricks
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15
Applications of Stanford DSPy for Self-Improving Language Model Pipelines
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16
Sponsored by: EY | Knowledge as a Catalyst for Financial Growth
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17
Sponsored by: Dun & Bradstreet | Driving Better Decisions: The Case for Precision Data to Power AI
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18
Enhancing Audit Efficiency at Hapag-Lloyd with Generative AI
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19
Building the World's Largest RAG for Knowledge Management @ CVS Health
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20
Simplifying Data Ingestion for LLMs with Unstructured and Databricks
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21
Scaling RAG and Embedding Computations with Ray and Pinecone
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22
In the Trenches with DBRX: Building a State-of-the-Art Open-Source Model
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23
Building Your First GenAI App using Databricks, MosiacML and MLRun
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24
Sponsored by: Rivery | Accelerate Data Pipeline Dev Time: Unleash Rivery's GEN AI For a 20X Leap
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25
Sponsored by: Google | Scale Your Databricks Workloads up to 15k Nodes on Google Cloud
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26
Sponsored By: Dataiku | AI Evolution Unveiled: Trends & Insights from Data Leaders Survey 2024
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27
Introduction to Retrieval Augmented Generation (RAG) and Implementing with Databricks
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28
Destination Data: Unpacking Traveler Insights with LLMS
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29
Vector Search Over Complex Semi-Structured Data
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30
GenAI-Powered Media Dynamics: Leveraging LLMs for Personalized Content Engagement
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31
Generative AI and Child Sexual Abuse: Safety by Design
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32
Sponsored by: Slalom | AI to ROI: Turning AI Aspirations into Quantifiable Business Value
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33
Sponsored By: Neo4j | Accelerating GenAI to Production with Neo4j and Databricks
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34
Fine-Tuning Open Source Models for Agents
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35
Mitigating LLM Hallucination Risk Through Research Backed Metrics
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36
LLMs in Production: Fine-Tuning, Scaling, and Evaluation
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37
Sponsored by: Lovelytics | Revolutionizing Retail & Manufacturing with GenAI
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38
Scaling Marketing and Docs with a Privacy-Safe RAG Model
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39
Dive into Building Production Quality Gen AI Applications
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40
RAGs to Data Riches: Talk to Your Enterprise Data
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41
Sponsored by: OneTrust | Avoiding Privacy Pitfalls in AI Adoption
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42
Building Production RAG Over Complex Documents
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43
Sponsored by: Boomi | Generative AI to Build Integration
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44
Sponsored by: Airbyte | GenAI Pipelines: From Data Exploration to Prototype to Production
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45
Pretraining and Finetuning a Transformer Model for Location Resolution
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46
Scaling Video Ad Classification Across Millions of Classes with GenAI
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47
Building Enterprise-Grade GenAI Apps with MLflow and Vector Search
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48
Sponsored by: Immuta| Multi-Layered Enterprise Controls for RAG-Based AI Applications
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49
Sponsored by: LTIMindtree | 7 DBRX Hacks No One Told You About!
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50
Red Teaming of LLM Applications: Going from Prototype to Production
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51
How DatabricksIQ Boosts Your Productivity
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52
State-of-the-Art Retrieval Augmented Generation at Scale in Spark NLP
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53
Sponsored by: Cognizant | Rewiring Your Business for AI
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54
From Model to Business Applications, the Journey of Accelerated AI to Business Users
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55
Sponsored by: ZoomInfo | The Data is in the Details: Crafting the Future of GTM with AI
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56
Sponsored by: HCL | Cultural Shift: Making Data & AI Everyone's Business, Responsibly
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57
Introduction to DBRX and Shutterstock ImageAI Foundation Models
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58
Sponsored by: Deloitte | Harness the power of GenAI for Business with Databricks + Dataiku
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59
Prompt Engineering is Dead; Build LLM Applications with DSPy Framework
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60
Unleashing the Potential of Unstructured Data with LLMs and Databricks
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61
Sponsored by: AWS | Architecture Explained: generative AI based complex data processing
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62
Layered Intelligence: Generative AI Meets Classical Decision Sciences
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63
Accelerating Operational Excellence with Generative AI
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64
Introduction to Mosaic AI: How Databricks Simplifies Your GenAI Journey
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65
Flow Engineering and Agentic RAG with LangGraph
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66
A Practitioner's Perspective on LLMOps
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67
Pioneering a Hybrid SSM Transformer Architecture
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68
Maximizing Productivity with Databricks Assistant: Key Strategies and Tips
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69
Decoding Mistral AI's Large Language Models
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70
Integrating MosaicML and Data Security in Advanced Machine Learning
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71
Empowering Generative AI with Databricks and AMD
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72
Comprehensive Guide to Mosaic AI: Getting GenAI Apps to Production on Databricks
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73
Meta’s Open Approach with Llama
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74
Sponsored by: DataRobot | Why LLM Hallucinations are Great for You
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75
Methods for Evaluating Your GenAI Application Quality
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76
LLM Evaluation: Auditing Fine-Tuned LLMs for Guaranteed Output Quality
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77
GenAI Platform as a Way to Democratize Use and Maintain Governance
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78
Sponsored by: Infosys | Unlocking AI's Potential: Is Your Enterprise’s Data Ready for AI?
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79
Transcribed Audios Automatic Checklist Based on Generative AI
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80
Sponsored by: EY | Navigating a Data-Driven Journey with Databricks for Strategic Insights and Value
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81
Supercharging AI Training with Mosaic Streaming and Lance Columnar Format
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82
Sponsored by: Google | Make Generative AI Work - Best Practices from Data Leaders
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83
Model Alignment at Scale using RL from AI Feedback on Databricks
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84
Sponsored by: Oracle | Deploying DBRX on OCI with NVIDIA NIM leveraging Delta Sharing
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85
Sponsored by: Insight Global | Generative AI and Advanced ML in Telco
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86
Sponsored by: Fireworks AI | Fireworks Generative AI Platform for Modern Application Development
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87
Delivering Domain Specific LLMs with GPU Serving: Case of IFC MALENA
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88
From Generic to Genius: Fine-Tuning LLMs with Precision and Speed
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89
Leveraging GenAI to Accelerate Innovation
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90
Cloud-Based Generative-AI Supporting Preliminary Engineering Design
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91
How to Cook Good AI Products with What You Already Have in your Data Warehouse
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92
Building a Production Scale, Totally Private, OSS RAG Pipeline with DBRX, Spark, and LanceDB
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93
Sponsored by: Tiger Analytics | GenAI Enabled Co-Pilots on the Databricks Data Intelligence Platform
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94
LLM Security: Practical Protection for AI Developers
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95
Best Practices for Data Prep for GenAI Development
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96
Sponsored by: Knime AG |The Power of Low-Code in the AI Era: Intuitive Tools for Complex Data Work
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97
Simplify GenAI App Development with Secure, Custom AI Agents
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98
Development and Deployment of Generative AI with NVIDIA
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99
Lakehouse to LLM: Solve Business Tasks with LLMs Reliably and at Scale
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100
Sponsored by: Accenture | Reskilling Data Talent in the Era of Gen AI
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101
Speed up LLM Development with Gretel
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102
Rapid LLM Prototyping with OpenAI, Databricks, and Streamlit
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103
Many Model Forecasting in Real-Time With the Databricks Online Store
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104
Databricks Vector Search: What, Why and How
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105
Easily Test Models in Databricks with Foundation Model APIs and AI Playground
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106
How to Get the Most Out of Databricks Notebooks
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107
Sponsored by: Skyflow | How Leading Healthcare Companies Ensure Privacy for LLMs and Analytics
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108
Revolutionizing Insurance Customer Service with Advanced AI Chatbot
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109
NextGen Medical Affairs: Medical Response and Literature Review with GenAI
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110
Sponsored by: ThoughtSpot | Turn Data into Business Assets with Embedded GenAI-Powered Analytics
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111
Simplify GenAI App Development with Secure, Custom AI Agents
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112
Sponsored by: Accenture | Building GenAI-Powered Solutions using Mosaic ML, DBRX LLM and LLMOps
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113
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114
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117
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