Data + AI Summit 2023 - All Sessions
256 videos • 23,985 views • by Databricks
All of the sessions from Data + AI Summit 2023, sponsored by Databricks
1
Data + AI Summit Keynote Wednesday
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2
Delta Live Tables A to Z: Best Practices for Modern Data Pipelines
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3
How to Train Your Own Large Language Models
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4
How to Build LLMs on Your Company’s Data While on a Budget
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5
A Technical Deep Dive into Unity Catalog's Practitioner Playbook
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6
Evaluating LLM-based Applications
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7
Databricks Asset Bundles: A Standard, Unified Approach to Deploying Data Products on Databricks
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8
LLMOps: Everything You Need to Know to Manage LLMs
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9
How to Build a Metadata Driven Data Pipelines with Delta Live Tables
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10
Learn How to Reliably Monitor Your Data and Model Quality in the Lakehouse
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11
What’s New in Unity Catalog -- With Live Demos
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12
Data + AI Summit Keynote Thursday
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13
Databricks Cost Management: Tips and Tools to Stay Under Budget
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14
Delta-rs, Apache Arrow, Polars, WASM: Is Rust the Future of Analytics?
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15
Deep Dive into the New Features of Apache Spark™ 3.4
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16
Photon for Dummies: How Does this New Execution Engine Actually Work?
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17
Unity Catalog, Delta Sharing and Data Mesh on Databricks Lakehouse
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18
Advancements in Open Source LLM Tooling, Including MLflow
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19
Cross-Platform Data Lineage with OpenLineage
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20
What’s New in Databricks Workflows -- With Live Demos
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21
Streaming Data Analytics with Power BI and Databricks
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22
Unlocking Near Real Time Data Replication with CDC, Apache Spark™ Streaming, and Delta Lake
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23
Optimizing Batch and Streaming Aggregations
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24
Sponsored by: Microsoft | Next-Level Analytics with Power BI and Databricks
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25
Processing Delta Lake Tables on AWS Using AWS Glue, Amazon Athena, and Amazon Redshift
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26
Advanced Governance with Collibra on Databricks
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27
Using DMS and DLT for Change Data Capture
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28
Testing Generative AI Models: What You Need to Know
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29
Lakehouse Federation: Access and Governance of External Data Sources from Unity Catalog
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30
Distributing Data Governance: How Unity Catalog Allows for a Collaborative Approach
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31
Introduction to Data Engineering on the Lakehouse
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32
Building Apps on the Lakehouse with Databricks SQL
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33
Five Things You Didn't Know You Could Do with Databricks Workflows
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34
Perplexity: A Copilot for All Your Web Searches and Research
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35
Your LLM, Your Data, Your Infrastructure
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36
What's New in Databricks SQL -- With Live Demos
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37
What’s New with Data Sharing and Collaboration on the Lakehouse: From Delta Sharing to Clean Rooms
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38
What’s New with Data Sharing and Collaboration on the Lakehouse: From Delta Sharing to Clean Rooms
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39
Introduction to Data Streaming on the Lakehouse
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40
PII Detection at Scale on the Lakehouse
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41
Vector Data Lakes
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42
Introducing Universal Format: Iceberg and Hudi Support in Delta Lake
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43
Use Apache Spark™ from Anywhere: Remote Connectivity with Spark Connect
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44
How the Texas Rangers Revolutionized Baseball Analytics with a Modern Data Lakehouse
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45
MLOps at Gucci: From Zero to Hero
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46
Large Language Models in Healthcare: Benchmarks, Applications, and Compliance
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47
Python with Spark Connect
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48
Databricks SQL: Why the Best Serverless Data Warehouse is a Lakehouse
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49
Bridging the Production Gap: Develop and Deploy Code Easily With IDEs
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50
Lineage System Table in Unity Catalog
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51
Databricks SQL Serverless Under the Hood: How We Use ML to Get the Best Price/Performance
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52
The English SDK for Apache Spark™
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53
Simplifying Lakehouse Observability: Databricks Key Design Goals and Strategies
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54
Unleashing the Magic of Large Language Modeling with Dolly 2.0
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55
Automating Sensitive Data (PII/PHI) Detection
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56
Unlocking the Power of Databricks SDKs: The Power to Integrate, Streamline, and Automate
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57
D-Lite: Integrating a Lightweight ChatGPT-Like Model Based on Dolly into Organizational Workflows
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58
Databricks Marketplace: Going Beyond Data and Applications
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59
Databricks Marketplace: Going Beyond Data and Applications
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60
Generative AI at Scale Using GAN and Stable Diffusion
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61
How to Create and Manage a High-Performance Analytics Team
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62
Managing Data Encryption in Apache Spark™
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63
Databricks Connect Powered by Spark Connect: Develop and Debug Spark From Any Developer Tool
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64
Unleashing Large Language Models with Databricks SQL's AI Functions
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65
Data Sharing and Beyond with Delta Sharing
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66
Structured Streaming: Demystifying Arbitrary Stateful Operations
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67
Enabling Data Governance at Enterprise Scale Using Unity Catalog
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68
Self-Service Geospatial Analysis Leveraging Databricks, Apache Sedona, and R
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69
Clean Room Primer: Using Databricks Clean Rooms to Use More & Better Data in your BI, ML, & Beyond
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70
AI-Accelerated Delta Tables: Faster, Easier, Cheaper
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71
Real-Time ML in Marketplace at Lyft
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72
Deep Dive Into Grammarly's Data Platform
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73
LLM in Practice: How to Productionize Your LLMs
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74
Data Extraction and Sharing Via The Delta Sharing Protocol
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75
Databricks As Code:Effectively Automate a Secure Lakehouse Using Terraform for Resource Provisioning
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76
Planning and Executing a Snowflake Data Warehouse Migration to Databricks
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77
JetBlue’s Real-Time AI & ML Digital Twin Journey Using Databricks
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78
Sponsored: AWS-Real Time Stream Data & Vis Using Databricks DLT, Amazon Kinesis, & Amazon QuickSight
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79
Top Mistakes to Avoid in Streaming Applications
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80
Sponsored: Accenture | Factory of the Future: Building Digital Twins Using Knowledge Graphs & Gen AI
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81
Delta Kernel: Simplifying Building Connectors for Delta
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82
Improving Hospital Operations with Streaming Data and Real Time AI/ML
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83
Activate Your Lakehouse with Unity Catalog
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84
Sponsored: AWS|Build Generative AI Solution on Open Source Databricks Dolly 2.0 on Amazon SageMaker
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85
Disaster Recovery Strategies for Structured Streams
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86
Data Warehousing using Fivetran, dbt and DBSQL
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87
Best Practices for Running Efficient Apache Spark™ Workloads on Databricks
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88
IFC's MALENA Provides Analytics for ESG Reviews in Emerging Markets Using NLP and LLMs
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89
Best Practices for Setting Up Databricks SQL at Enterprise Scale
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90
Scaling AI Applications with Databricks, HuggingFace and Pinecone
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91
Sponsored: Lightup Data | How McDonald's Leveraged Lightup Data Quality
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92
Going Beyond SQL: Python UDFs in Unity Catalog for All Your Lakehouse
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93
If a Duck Quacks in the Forest and Everyone Hears, Should You Care?
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94
Data Democratization at Michelin
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95
Increasing Data Trust: Enabling Data Governance on Databricks Using Unity Catalog & ML-Driven MDM
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96
Learnings From the Field: Migration From Oracle DW and IBM DataStage to Databricks on AWS
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97
Sponsored by: Anomalo | Scaling Data Quality with Unsupervised Machine Learning Methods
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98
Multicloud Data Governance on the Databricks Lakehouse
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99
Self-Service Data Analytics and Governance at Enterprise Scale with Unity Catalog
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100
Enterprise Use of Generative AI Needs Guardrails: Here's How to Build Them
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101
Weaving the Data Mesh in the Department of Defense
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102
Building AI-Powered Products with Foundation Models
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103
Demonstrate-Search-Predict: Composing Retrieval and Language Models for Knowledge-Intensive NLP
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104
Build Your Data Lakehouse with a Modern Data Stack on Databricks
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105
Using Lakehouse to Fight Cancer:Ontada’s Journey to Establish a RWD Platform on Databricks Lakehouse
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106
Taking Control of Streaming Healthcare Data
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107
How Comcast Effectv Drives Data Observability with Databricks and Monte Carlo
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108
Sponsored by: Infosys | Topaz AI First Innovations
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109
Post-Merger: Implementing Unity Catalog Across Multiple Accounts
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110
Jet Streaming Data & Predictive Analytics: How Collins Aerospace to Keep Aircraft Flying
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111
Data Architecture: IQVIA's Migration to Databricks Lakehouse for High-Performance Analytics
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112
Building & Managing a Data Platform for a Delta Lake Exceeding 13PB & 1000s of Users: AT&T's Story
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113
Data Caching Strategies for Data Analytics and AI
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114
Writing Data-Sharing Apps Using Node.js and Delta Sharing
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115
Comparing Databricks and Snowflake for Machine Learning
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116
Nebula: The Journey of Scaling Instacart’s Data Pipelines with Apache Spark™ and Lakehouse
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117
Rapidly Implementing Major Retailer API at the Hershey Company
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118
Scaling Deep Learning Using Delta Lake Storage Format on Databricks
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119
The C-Level Guide to Data Strategy Success with the Lakehouse
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120
PaLM 2: A Smaller, Faster and More Capable LLM
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121
Databricks Lakehouse: How BlackBerry is Revolutionizing Cybersecurity Services Worldwide
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122
Data Democratization with Lakehouse: An Open Banking Application Case
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123
Monetizing Data Assets: Sharing Data, Models and Features
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124
Building the Multi-Modal Future: Open Ecosystems and Data at Play
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125
Sponsor: Sigma Computing | Using Sigma Input Tables Helps Databricks Data Science & ML Apps
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126
How Rec Room Processes Billions of Events Per Day with Databricks and RudderStack
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127
Colossal AI: Scaling AI Models in Big Model Era
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128
Explainable Data Drift for NLP
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129
Sponsored: EY | Business Value Unleashed: Real-World Accelerating AI & Data-Centric Transformation
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130
Sponsored by: Labelbox | Unlocking Enterprise AI with Your Proprietary Data and Foundation Models
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131
Real-Time Reporting and Analytics for Construction Data Powered by Delta Lake and DBSQL
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132
Democratize AI & ML in a Large Company: The Importance of User Enablement & Technical Training
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133
De-Risking Language Models for Faster Adoption
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134
Live from the Lakehouse: Machine Learning, LLM & market changes over the past decade & data strategy
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135
Live from the Lakehouse: Machine Learning, LLM & market changes over the past decade & data strategy
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136
Real-Time Streaming Solution for Call Center Analytics: Business Challenges and Technical Enablement
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137
Security Best Practices and Tools to Build a Secure Lakehouse
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138
Unlock the Next Evolution of the Modern Data Stack With the Lakehouse Revolution -- with Live Demos
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139
Journey Towards Uniting Metastores
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140
Sponsored by: Dataiku | Have Your Cake and Eat it Too with Dataiku + Databricks
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141
Foundation Models in the Modern Data Stack
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142
An API for Deep Learning Inferencing on Apache Spark™
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143
Journey to Real-Time ML: A Look at Feature Platforms & Modern RT ML Architectures Using Tecton
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144
Sponsored: Gathr | Achieve 50x Faster Outcomes From Data at Scale - Using ML-Powered, No-Code Apps
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145
Data & AI Products on Databricks: Making Data Engineering & Consumption Self-Service Data Platforms
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146
How Coinbase Built and Optimized SOON, a Streaming Ingestion Framework
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147
Delta Sharing: The Key Data Mesh Enabler
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148
Best Exploration of Columnar Shuffle Design
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149
Sponsored: dbt Labs | Modernizing the Data Stack: Lessons Learned From Evolution at Zurich Insurance
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150
Embrace First-Party Customer Data for Marketing and Advertising using Data Cleanrooms
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151
AI Regulation is Coming: The EU AI Act and How Databricks Can Help with Compliance
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152
Live from the Lakehouse: Data sharing, Databricks marketplace, and Fivetran & cloud data platforms
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153
Sponsored: Anomalo | Data Archaeology: Quickly Understand Unfamiliar Datasets Using Machine Learning
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154
Sponsored by: Alation | Unlocking the Power of Real-Time Data to Maximize Data Insights
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155
Scaling MLOps for a Demand Forecasting Across Multiple Markets for a Large CPG
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156
Embracing the Future of Data Engineering: The Serverless, Real-Time Lakehouse in Action
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157
Streaming Schema Drift Discovery and Controlled Mitigation
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158
Leveraging Data Science for Game Growth and Matchmaking Optimization
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159
Internet-Scale Analytics: Migrating a Mission Critical Product to the Cloud
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160
Using Databricks to Power Insights and Visualizations on the S&P Global Marketplace
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161
Under the Hood: Intelligent Workload Management
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162
Improve Apache Spark™ DS v2 Query Planning Using Column Stats
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163
The Future is Open: Data Streaming in an Omni-Cloud Reality
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164
Determining When to Use GPU for Your ETL Pipelines at Scale
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165
The Future of Data Sharing and Collaboration: A Perspective from Industry Leaders
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166
The Future of Data Sharing and Collaboration: A Perspective from Industry Leaders
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167
How Mars Achieved a People Analytics Transformation with a Modern Data Stack
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168
Databricks and Delta Lake: Lessons Learned from Building Akamai's Web Security Analytics Product
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169
Navigating the Complexities of LLMs: Insights from Practitioners
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170
Event Driven Real-Time Supply Chain Ecosystem Powered by Lakehouse
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171
Instacart on Why Engineers Shouldn't Write Data Governance Policies
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172
Labcorp Data Platform Journey: From Selection to Go-Live in Six Months
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173
Unlocking the Value of Data Sharing in Financial Services with Lakehouse
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174
Apache Spark™ Streaming and Delta Live Tables Accelerates KPMG Clients For Real Time IoT Insights
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175
Simplifying Migrations to Lakehouse
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176
Rapidly Scaling Applied AI/ML with Foundational Models and Applying Them to Modern AI/ML Use Cases
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177
Best Data Warehouse is a Lakehouse: Databricks Achieves Ops Efficiency w/ Lakehouse Architecture
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178
Discuss How LLMs Will Change the Way We Work
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179
Lakehouse Architecture to Advance Security Analytics at the Department of State
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180
ABN Story: Migrating to Future Proof Data Platformh
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181
Live from the Lakehouse: Lakehouse observability, and Delta Lake. With Michael Milirud and Denny Lee
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182
Sponsored by: Striim | Powering a Delightful Travel Experience with a Real-Time Operational Data Hub
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183
Future Data Access Control: Booz Allen Hamilton’s Way of Securing Databricks Lakehouse with Immuta
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184
Using Cisco Spaces Firehose API as a Stream of Data for Real-Time Occupancy Modeling
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185
Sponsored by: Privacera | Applying Advanced Data Security Governance with Databricks Unity Catalog
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186
Feeding the World One Plant at a Time
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187
Map Your Lakehouse Content with DiscoverX
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188
DataSecOps and Unity Catalog: High Leverage Governance at Scale
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189
Data Globalization at Conde Nast Using Delta Sharing
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190
Data Globalization at Conde Nast Using Delta Sharing
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191
Live from the Lakehouse: LLMs, LangChain, and analytics engineering workflow with dbt Labs
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192
Accelerating the Development of Viewership Personas with a Unified Feature Store
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193
Essential Data Security Strategies for the Modern Enterprise Data Architecture
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194
Data Biases and Generative AI: A Practitioner Discussion
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195
Practical Pipelines: A Houseplant Alerting System with ksqlDB
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196
Sponsored: KPMG | Multicloud Enterprise Delta Sharing & Governance using Unity Catalog @ S&P Global
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197
Using Open Source Tools to Build Privacy-Conscious Data Systems
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198
The First Sports & Ent Data Market Powered by Pumpjack Dataworks, Revelate, Immuta & Databricks
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199
The First Sports & Ent Data Market Powered by Pumpjack Dataworks, Revelate, Immuta & Databricks
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200
231953 Thursday Kapoor
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