Data + AI Summit 2024 - Data Science & Machine Learning
56 videos • 991 views • by Databricks
Here's more to explore: LLM Compact Guide: https://dbricks.co/43WuQyb Big Book of MLOps: https://dbricks.co/3r0Pqiz
1
Reactive to Preventive: Managing Fraud with Databricks OpenCV and GenAI
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2
Advanced Experiment Tracking for LLM-Powered applications with Customized Open-Source MLFLow
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3
Unlocking Industrial AI: Coca Cola, Databricks, and Data Foundation
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4
CDEROne Data Lakehouse for Efficient AI and Data Governance
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5
Rapid Flash Flood Inundation Mapping for Planning and Emergencies
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6
A PyTorch Approach to ML Infrastructure
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7
Code to Production: Leveraging Your Favorite IDEs with Databricks
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8
Portfolio Management Using Multi-Agent Reinforcement Learning
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9
Exploring MLOps and LLMOps: Architectures and Best Practices
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10
Insights from Building Enterprise-Grade ML Experiences at Asana
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11
AutoML Time Series Forecasting for Infrastructure Resources
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12
SciCLOps: Databricks Quick Start for Machine Learning, Powered by DABs
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13
Growing AI/ML Maturity & Adoption: It Takes a Village
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14
The MLOps Platform at WGU: Solutions to Production ML with Databricks
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15
Goodbye to Cluster Wait Time: Hello Lightning-fast R/Py Library Loads!
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16
Next-Gen Energy AI: Asset Bundles/MLOps on Repsol's Data & AI Platform
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17
Spark Ignited: Building Modern Marketing Team Using ML and Databricks
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18
Bring Text-to-SQL to BI Production in Large Enterprise
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19
Sponsored by: Anomalo | Data Quality: The Greatest Challenge for Enterprise GenAI Adoption
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20
Creating Optimized Thematic Portfolios with Bloomberg Enterprise Data
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21
Sponsored by: AccuWeather | How Will AccuWeather Climate Data Revolutionize Children's Healthcare?
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22
AMA - Productionizing ML and LLMs
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23
Sponsored by: Tecton | Full RAG: A Modern Architecture for Hyperpersonalization
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24
Rapid Pyspark Custom Processing on Time Series Big Data in Databricks
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25
Scaling AI in Australia and New Zealand with ML Foundations and Databricks
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26
Apps on Databricks: Build Data Applications on Databricks in 20 Minutes!
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27
Leveraging LLMs for Email Processing in Customer Centres
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28
Resilient Construction: Analytics for Economic Challenges
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29
Scaling MLOps to Retrain 50k Weekly Models in Parallel Using UDFs.
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30
AI-Powered FinTech: AR Forecasting with Databricks & MLFlow
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31
Latest Advancements in MLflow
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32
Predictive ML: How Unilever is Improving its Forecasting
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33
Efficient MLOps: Developing and Deploying ML Models with Databricks
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34
Gemini: A Background to LLMs and Google's Newest Multimodal LLM
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35
Software 2.0: Shipping LLMs with New Knowledge
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36
Building Applications with Databricks SDK for Go
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37
Path to Production: Databricks Project CICD for Seamless Inner to Outer Dev Loops
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38
Simulating the Superbowl: Real-Time ML to Predict the NFL
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39
Distributed Deep Learning for Cancer Cell Typing and Tumor Purity
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40
DeepBrew 2.0 Starbucks ML Platform
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41
Efficient Stable Diffusion Pre-Training on Billions of Images with Ray
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42
Winning the U.S. Cyber Command AI Alert Data Challenge with Graphs
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43
AutoFeedback: Scaling Human Feedback with Custom Evaluation Models
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44
Marketing Analytics in a Cookieless World - Media Mix Models at Scale
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45
How McDonalds Uses ML to Optimize Restaurant Site Selection
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46
Albertsons - Near Realtime Model Serving with Databricks Serverless
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47
Accelerating LLM Inference with vLLM
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48
A Practical Introduction to Machine Learning with Databricks Mosaic AI
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49
Exploring Anomalies in Authentication Logs with Autoencoders
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50
How To (Maybe) Make Money Betting on NBA Using Rocket Science
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51
Introducing the Databricks AI Security Framework (DASF) to Manage AI Security Risks
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52
Automating Government Transparency in Declassification and FOIA Tasks
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53
Fabricator: Streamlining Declarative Feature Engineering at DoorDash
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54
Sponsored by: Google | Designing Cloud Storage for LLMs and Data-Intensive Workloads
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55
Spark RAPIDS ML: GPU Accelerated Distributed ML in Spark Clusters
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56
Texas Rangers’ Championship Success with a Data Intelligence Platform
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