Data + AI Summit 2023 - Databricks Experience (DBX) Track
149 videos • 7,931 views • by Databricks
Sessions focused on Databricks Lakehouse Platform from Data + AI Summit 2023
1
Delta Live Tables A to Z: Best Practices for Modern Data Pipelines
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2
How to Build LLMs on Your Company’s Data While on a Budget
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3
A Technical Deep Dive into Unity Catalog's Practitioner Playbook
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4
Databricks Asset Bundles: A Standard, Unified Approach to Deploying Data Products on Databricks
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5
LLMOps: Everything You Need to Know to Manage LLMs
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6
How to Build a Metadata Driven Data Pipelines with Delta Live Tables
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7
Learn How to Reliably Monitor Your Data and Model Quality in the Lakehouse
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8
What’s New in Unity Catalog -- With Live Demos
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9
Databricks Cost Management: Tips and Tools to Stay Under Budget
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10
Deep Dive into the New Features of Apache Spark™ 3.4
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11
Photon for Dummies: How Does this New Execution Engine Actually Work?
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12
Unity Catalog, Delta Sharing and Data Mesh on Databricks Lakehouse
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13
Advancements in Open Source LLM Tooling, Including MLflow
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14
What’s New in Databricks Workflows -- With Live Demos
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15
Streaming Data Analytics with Power BI and Databricks
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16
Sponsored by: Microsoft | Next-Level Analytics with Power BI and Databricks
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17
Advanced Governance with Collibra on Databricks
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18
Using DMS and DLT for Change Data Capture
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19
Lakehouse Federation: Access and Governance of External Data Sources from Unity Catalog
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20
Distributing Data Governance: How Unity Catalog Allows for a Collaborative Approach
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21
Introduction to Data Engineering on the Lakehouse
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22
Building Apps on the Lakehouse with Databricks SQL
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23
Five Things You Didn't Know You Could Do with Databricks Workflows
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24
What's New in Databricks SQL -- With Live Demos
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25
Introduction to Data Streaming on the Lakehouse
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26
What’s New with Data Sharing and Collaboration on the Lakehouse: From Delta Sharing to Clean Rooms
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27
How the Texas Rangers Revolutionized Baseball Analytics with a Modern Data Lakehouse
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28
PII Detection at Scale on the Lakehouse
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29
MLOps at Gucci: From Zero to Hero
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30
Use Apache Spark™ from Anywhere: Remote Connectivity with Spark Connect
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31
Introducing Universal Format: Iceberg and Hudi Support in Delta Lake
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32
Python with Spark Connect
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33
Databricks SQL: Why the Best Serverless Data Warehouse is a Lakehouse
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34
Bridging the Production Gap: Develop and Deploy Code Easily With IDEs
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35
Databricks SQL Serverless Under the Hood: How We Use ML to Get the Best Price/Performance
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36
Lineage System Table in Unity Catalog
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37
The English SDK for Apache Spark™
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38
Simplifying Lakehouse Observability: Databricks Key Design Goals and Strategies
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39
Automating Sensitive Data (PII/PHI) Detection
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40
Databricks Marketplace: Going Beyond Data and Applications
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41
Unlocking the Power of Databricks SDKs: The Power to Integrate, Streamline, and Automate
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42
Databricks Connect Powered by Spark Connect: Develop and Debug Spark From Any Developer Tool
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43
Data Sharing and Beyond with Delta Sharing
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44
Unleashing Large Language Models with Databricks SQL's AI Functions
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45
Enabling Data Governance at Enterprise Scale Using Unity Catalog
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46
Structured Streaming: Demystifying Arbitrary Stateful Operations
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47
Clean Room Primer: Using Databricks Clean Rooms to Use More & Better Data in your BI, ML, & Beyond
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48
Self-Service Geospatial Analysis Leveraging Databricks, Apache Sedona, and R
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49
AI-Accelerated Delta Tables: Faster, Easier, Cheaper
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50
Deep Dive Into Grammarly's Data Platform
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51
LLM in Practice: How to Productionize Your LLMs
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52
Databricks As Code:Effectively Automate a Secure Lakehouse Using Terraform for Resource Provisioning
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53
Top Mistakes to Avoid in Streaming Applications
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54
JetBlue’s Real-Time AI & ML Digital Twin Journey Using Databricks
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55
Planning and Executing a Snowflake Data Warehouse Migration to Databricks
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56
Delta Kernel: Simplifying Building Connectors for Delta
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57
Improving Hospital Operations with Streaming Data and Real Time AI/ML
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58
Activate Your Lakehouse with Unity Catalog
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59
Disaster Recovery Strategies for Structured Streams
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60
Best Practices for Running Efficient Apache Spark™ Workloads on Databricks
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61
Scaling AI Applications with Databricks, HuggingFace and Pinecone
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62
IFC's MALENA Provides Analytics for ESG Reviews in Emerging Markets Using NLP and LLMs
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63
Best Practices for Setting Up Databricks SQL at Enterprise Scale
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64
Going Beyond SQL: Python UDFs in Unity Catalog for All Your Lakehouse
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65
Increasing Data Trust: Enabling Data Governance on Databricks Using Unity Catalog & ML-Driven MDM
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66
Learnings From the Field: Migration From Oracle DW and IBM DataStage to Databricks on AWS
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67
Multicloud Data Governance on the Databricks Lakehouse
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68
Build Your Data Lakehouse with a Modern Data Stack on Databricks
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69
Using Lakehouse to Fight Cancer:Ontada’s Journey to Establish a RWD Platform on Databricks Lakehouse
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70
Taking Control of Streaming Healthcare Data
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71
How Comcast Effectv Drives Data Observability with Databricks and Monte Carlo
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72
Building & Managing a Data Platform for a Delta Lake Exceeding 13PB & 1000s of Users: AT&T's Story
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73
Jet Streaming Data & Predictive Analytics: How Collins Aerospace to Keep Aircraft Flying
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74
Post-Merger: Implementing Unity Catalog Across Multiple Accounts
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75
Nebula: The Journey of Scaling Instacart’s Data Pipelines with Apache Spark™ and Lakehouse
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76
Comparing Databricks and Snowflake for Machine Learning
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77
Writing Data-Sharing Apps Using Node.js and Delta Sharing
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78
Rapidly Implementing Major Retailer API at the Hershey Company
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79
Scaling Deep Learning Using Delta Lake Storage Format on Databricks
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80
The C-Level Guide to Data Strategy Success with the Lakehouse
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81
Databricks Lakehouse: How BlackBerry is Revolutionizing Cybersecurity Services Worldwide
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82
Data Democratization with Lakehouse: An Open Banking Application Case
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83
Monetizing Data Assets: Sharing Data, Models and Features
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84
How Rec Room Processes Billions of Events Per Day with Databricks and RudderStack
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85
Sponsor: Sigma Computing | Using Sigma Input Tables Helps Databricks Data Science & ML Apps
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86
Unlock the Next Evolution of the Modern Data Stack With the Lakehouse Revolution -- with Live Demos
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87
Real-Time Reporting and Analytics for Construction Data Powered by Delta Lake and DBSQL
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88
Real-Time Streaming Solution for Call Center Analytics: Business Challenges and Technical Enablement
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89
Security Best Practices and Tools to Build a Secure Lakehouse
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90
Sponsored by: Dataiku | Have Your Cake and Eat it Too with Dataiku + Databricks
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91
Journey to Real-Time ML: A Look at Feature Platforms & Modern RT ML Architectures Using Tecton
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92
Data & AI Products on Databricks: Making Data Engineering & Consumption Self-Service Data Platforms
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93
AI Regulation is Coming: The EU AI Act and How Databricks Can Help with Compliance
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94
Embrace First-Party Customer Data for Marketing and Advertising using Data Cleanrooms
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95
Embracing the Future of Data Engineering: The Serverless, Real-Time Lakehouse in Action
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96
Streaming Schema Drift Discovery and Controlled Mitigation
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97
Scaling MLOps for a Demand Forecasting Across Multiple Markets for a Large CPG
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98
Leveraging Data Science for Game Growth and Matchmaking Optimization
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99
Using Databricks to Power Insights and Visualizations on the S&P Global Marketplace
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100
Under the Hood: Intelligent Workload Management
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101
Determining When to Use GPU for Your ETL Pipelines at Scale
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102
The Future of Data Sharing and Collaboration: A Perspective from Industry Leaders
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103
Event Driven Real-Time Supply Chain Ecosystem Powered by Lakehouse
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104
Databricks and Delta Lake: Lessons Learned from Building Akamai's Web Security Analytics Product
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105
Instacart on Why Engineers Shouldn't Write Data Governance Policies
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106
Labcorp Data Platform Journey: From Selection to Go-Live in Six Months
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107
Best Data Warehouse is a Lakehouse: Databricks Achieves Ops Efficiency w/ Lakehouse Architecture
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108
Apache Spark™ Streaming and Delta Live Tables Accelerates KPMG Clients For Real Time IoT Insights
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109
Rapidly Scaling Applied AI/ML with Foundational Models and Applying Them to Modern AI/ML Use Cases
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110
Unlocking the Value of Data Sharing in Financial Services with Lakehouse
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111
Simplifying Migrations to Lakehouse
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112
Lakehouse Architecture to Advance Security Analytics at the Department of State
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113
ABN Story: Migrating to Future Proof Data Platformh
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114
Future Data Access Control: Booz Allen Hamilton’s Way of Securing Databricks Lakehouse with Immuta
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115
DataSecOps and Unity Catalog: High Leverage Governance at Scale
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116
Sponsored by: Privacera | Applying Advanced Data Security Governance with Databricks Unity Catalog
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117
Map Your Lakehouse Content with DiscoverX
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118
Data Globalization at Conde Nast Using Delta Sharing
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119
Accelerating the Development of Viewership Personas with a Unified Feature Store
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120
Data Biases and Generative AI: A Practitioner Discussion
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121
The First Sports & Ent Data Market Powered by Pumpjack Dataworks, Revelate, Immuta & Databricks
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122
What’s New With Platform Security and Compliance in the Databricks Lakehouse Platform
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123
Lakehouses: The Best Start to Your Graph Data and Analytics Journey
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124
Why a Major Japanese Financial Institution Chose Databricks To Accelerate its Data AI-Driven Journey
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125
A Fireside Chat: Building Your Startup on Databricks
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126
Using NLP to Evaluate 100 Million Global Webpages Daily to Contextually Target Consumers
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127
How We Made a Unified Talent Solution Using Databricks Machine Learning, Fine-Tuned LLM & Dolly 2.0
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128
From Insights to Recommendations:How SkyWatch Predicts Demand for Satellite Imagery Using Databricks
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129
Taking Your Cloud Vendor to the Next Level: Solving Complex Challenges with Azure Databricks
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130
Sponsored: Matillion | Using Matillion to Boost Productivity w/ Lakehouse and your Full Data Stack
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131
Sponsored by: Immuta | Building an End-to-End MLOps Workflow with Automated Data Access Controls
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132
Sponsored by: Qlik | Extracting the Full Potential of SAP Data for Global Automotive Manufacturing
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133
Streamlining API Deploy ML Models Across Multiple Brands: Ahold Delhaize's Experience on Serverless
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134
US Army Corp of Engineers Enhanced Commerce & National Sec Through Data-Driven Geospatial Insight
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135
Leveraging Machine Learning on Databricks to Deliver Best in Class Customer Engagement
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136
High Volume Intelligent Streaming with Sub-Minute SLA for Near Real-Time Data Replication
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137
Combining Privacy Solutions to Solve Data Access at Scale
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138
Delta Lake AMA
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139
Sponsored: Matillion - OurFamilyWizard Moves and Transforms Data for Databricks Delta Lake Easy
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140
Sponsored: Snowplow | Revolutionize Your Customer Engagement Strategy w/ First-Party Customer Data
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141
Taking Your Cloud Vendor to the Next Level: Solving Complex Challenges with Azure Databricks
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142
Lakehouse / Spark AMA
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143
Using Databricks to Develop Stats & Mathe Models to Forecast Monkeypox Outbreak in Washington State
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144
Simon + Denny Live: Ask Us Anything
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145
Fair Data or Foul Data…Lakehouse for Public Sector as a FAIR platform
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146
Sponsored by: Fivetran | Fivetran and Catalyst Enable Businesses & Solve Critical Market Challenges
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147
[Private video]
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148
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149
[Private video]
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