2022年Data + AI Summit（旧金山）会议PPT合集（英文版）.rar

2022-10-21

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2022年DataAISummit旧金山PPT合集英文版.rar

2022年Data + AI Summit（旧金山）PPT合集（英文版）

2022.06.29.Deep Dive into the New Features of Apache Spark 3.2 and 3.3.pdf

A Modern Approach to Big Data for Finance_iteblog.pdf

A-Practitioners-Guide-to-Unity-Catalog_A-Technical-Deep-Dive_iteblog.pdf

Accelerating-the-Pace-of-Autism-Diagnosis-with-Machine-Learning-Models_iteblog.pdf

Achieve-Machine-Learning-Hyper-Productivity-with-Transers-and-Hugging-Face_iteblog.pdf

Administrator-Best-Practices-and-Tips-for-Future-Proofing-your-Databricks-Account_iteblog.pdf

Advanced-Migrations_From-Hive-to-SparkSQL_iteblog.pdf

Agile Data Engineering_Reliability and Continuous Delivery at Scale_iteblog.pdf

AI-Fueled-Forecasting_The-Next-Generation-of-Financial-Planning_iteblog.pdf

AI-powered-Assortment-Planning-Solution_iteblog.pdf

ALaSpark-Gousto-Recipe-for-Building-Scalable-PySpark-Pipelines_iteblog.pdf

Amgen’s Journey To Building a Global 360 View of its Customers with the Lakehouse_iteblog.pdf

An Advanced S3 Connector for Spark to Hunt for Cyber Attacks_iteblog.pdf

Apache Arrow Flight SQL_High Perance, Simplicity, and Interoperability for Data Transfers_iteblog.pdf

Apache Spark on Kubernetes—Lessons Learned from Launching Millions of Spark utors_iteblog.pdf

Apache Spark SQL Aggregate Improvement at Meta (Facebook)_iteblog.pdf

Apache-Spark-AQE-SkewedJoin-Optimization-and-Practice-in-ByteDance_iteblog.pdf

Applied Predictive Maintenance in Aviation_Without Sensor Data_iteblog.pdf

Auto Encoder Decoder-Based Anomaly Detection with the Lakehouse Paradigm_iteblog.pdf

Automate Your Delta Lake or Practical Insights on Building Distributed Data Mesh_iteblog.pdf

Automating Model Lifecycle Orchestration with Jenkins_iteblog.pdf

Automating-Business-Decisions-Using-Event-Streams_iteblog.pdf

Backfill Streaming Data Pipelines in Kappa Architecture_iteblog.pdf

Best-Practices-of-Maintaining-High-Quality-Data_iteblog.pdf

Big Data in the Age of Moneyball_iteblog.pdf

Build an Enterprise Lakehouse for Free with Trino and Delta Lake_iteblog.pdf

Building a Data Science as a Service plat in Azure with Databricks_iteblog.pdf

Building a Lakehouse for Data Science at DoorDash_iteblog.pdf

Building an Analytics Lakehouse at Grab_iteblog.pdf

Building and Scaling Machine Learning-Based Products in the Worlds Largest Brewery_iteblog.pdf

Building Enterprise Scale Data and Analytics Plats at Amgen_iteblog.pdf

Building Metadata and Lineage Driven Pipelines on Kubernetes_iteblog.pdf

Building Production-Ready Recommender Systems with Feature Stores_iteblog.pdf

Building-an-Operational-Machine-Learning-Organization-from-Zero-and-Leveraging-ML-for-Crypto-Security_iteblog.pdf

Building-Spatial-Applications-with-Apache-Spark-and-CARTO_iteblog.pdf

Case Study-in-Rearchitecting-an-On-Premises-Pipeline-in-the-Cloud_iteblog.pdf

Challenges-in-Time-Series-Forecasting_iteblog.pdf

Chaos-Engineering-in-the-World-of-Large-Scale-Complex-Data-Flow_iteblog.pdf

Cloud-and-Data-Science-Modernization-of-Veterans-Affairs-Financial-Service-Center-with-Azure-Databricks_iteblog.pdf

Cloud-Native-Geospatial-Analytics-at-JLL_iteblog.pdf

Computational-Data-Governance-at-Scale_iteblog.pdf

Connecting-the-Dots-with-DataHub_Lakehouse-and-Beyond_iteblog.pdf

Coral-and-Transport_Portable-SQL-and-UDFs-for-the-Interoperability-of-Spark-and-Other-Engines_iteblog.pdf

Correlation-Over-Causation_Cracking-the-Relationship-Between-User-Engagement-and-User-Happiness_iteblog.pdf

Customer-centric-Innovation-to-Scale-Data-AI-Everywhere_iteblog.pdf

Cutting-the-Edge-in-Fighting-Cybercrime_Reverse-Engineering-a-Search-Language-to-Cross-Compile-it-to-PySpark_iteblog.pdf

Data-Boards_A-Collaborative-and-Interactive-Space-for-Data-Science_iteblog.pdf

Data-Centric-Principles-for-AI-Engineering_iteblog.pdf

Data-Lakehouse-and-Data-Mesh_Two-Sides-of-the-Same-Coin_iteblog.pdf

Databricks-and-Enterprise-Observability-with-Overwatch_iteblog.pdf

Databricks-Meets-Power-BI_iteblog.pdf

DataFusion-and-Arrow_Supercharge-Your-Data-Analytical-Tool-with-a-Rusty-Query-Engine_iteblog.pdf

DBA-Perspective_Optimizing-Perance-Table-by-Table_iteblog.pdf

dbt-and-Python-Better-Together_iteblog.pdf

dbt-Machine-Learning_What-Makes-a-Great-Baton-Pass_iteblog.pdf

Deep-Dive-into-Delta-Lake_iteblog.pdf

Deep-Dive-into-the-New-Features-of-Apache-Spark_iteblog.pdf

Delta-Lake-Overview_iteblog.pdf

Delta-Sharing-A-New-Paradigm-for-Secure-Data-Sharing-and-Data-Collaboration-on-Lakehouse_iteblog.pdf

Democratizing-Metrics-at-Airbnb_iteblog.pdf

Designing-Better-MLOps-Systems_iteblog.pdf

Destination-Lakehouse_All-Your-Data-Analytics-and-AI-on-One-Plat_iteblog.pdf

Detecting-Financial-Crime-Using-an-Azure-Advanced-Analytics-Plat-and-MLOps-Approach_iteblog.pdf

Discover-Data-Lakehouse-With-End-to-End-Lineage_iteblog.pdf

Disrupting-the-Prescription-Drug-Market-with-AI-and-Data_iteblog.pdf

Distributed-Machine-Learning-at-Lyft_iteblog.pdf

Doubling-the-Capacity-of-the-Data-Plat-Without-Doubling-the-Cost_iteblog.pdf

Elixir_The-Wickedly-Awesome-Batch-and-Stream-Processing-Language-You-Should-Have-in-Your-Toolbox_iteblog.pdf

Embedding-Privacy-by-Design-Into-Data-Infrastructure-Through-Open-Source-Extensible-Tooling_iteblog.pdf

Enable-Production-ML-with-Databricks-Feature-Store_iteblog.pdf

Enabling-BI-in-a-Lakehouse-Environment_iteblog.pdf

Enabling-Learning-on-Confidential-Data_iteblog.pdf

Ensuring-Correct-Distributed-Writes-to-Delta-Lake-in-Rust-with-al-Verification_iteblog.pdf

Evolution-of-Data-Architectures-and-How-to-Build-a-Lakehouse_iteblog.pdf

Fugue-Tune_Distributed-Hybrid-Hyperparameter-Tuning_iteblog.pdf

GIS-Pipeline-Acceleration with-Apache-Sedona_iteblog.pdf

Git-for-Data-Lakes_How-lakeFS-Scales-Data-Versioning-to-Billions-of-Objects_iteblog.pdf

Hassle-Free-Data-Ingestion-into-the-Lakehouse_iteblog.pdf

How to Automate the Modernization and Migration of Your Data Warehousing Workloads to Databricks Lakehouse_iteblog.pdf

How-EPRI-Uses-Computer-Vision-to-Mitigate-Wildfire-Risks-for-Electric-Utilities_iteblog.pdf

How-Robinhood-Built-a-Streaming-Lakehouse-to-Bring-Data-Freshness-from-24h-to-Less-Than-15 Mins_iteblog.pdf

How-socat-and-UNIX-Pipes-Can-Help Data-Integration_iteblog.pdf

How-the-Largest-County-in-the-US-is-Transing-Hiring-with-a-Modern-Data-Lakehouse_iteblog.pdf

How-to-Build-a-Complete-Security-and-Governance-Solution-Using-Unity-Catalog_iteblog.pdf

How-to-Implement-a-Semantic-Layer-for-Your-Lakehouse_iteblog.pdf

How-To-Make-Apache-Spark-on-Kubernetes-Run-Reliably-on-Spot-Instances_iteblog.pdf

How-To-Use-Databricks-SQL-for-Analytics-on-Your-Lakehouse_iteblog.pdf

Implementing-a-Framework-for-Data-Security-and-Policy-at-a-Large-Public-Sector-Agency_iteblog.pdf

Implementing-an-End-to-End-Demand-Forecasting-Solution-Through-Databricks-and-MLflow_iteblog.pdf

Implementing-Data-Governance-3.0-for-the-Lakehouse-Era_Community-Led-and-Bottom-Up_iteblog.pdf

Improving-Apache-Spark-Structured-Streaming-Application-Processing-Time_iteblog.pdf

Improving-Interactive-Querying-Experience-on-Spark-SQL_iteblog.pdf

Improving-patient-care-with-Databricks_iteblog.pdf

Ingesting-data-into-Lakehouse-with-COPY-INTO_iteblog.pdf

Integrating-Apache-Superset-into-a-B2B-Plat_Why-and-How_iteblog.pdf

Introducing-Zipline_An-Open-Source-Feature-Engineering-Plat_iteblog.pdf

Learn-to-Efficiently-Test-ETL-Pipelines_iteblog.pdf

Lessons-Learned-from-Deidentifying-700-Million-Patient-Notes_iteblog.pdf

Low-Code-Machine-Learning-on-Databricks-with-AutoML_iteblog.pdf

Mapping-Data-Quality-Concerns-to-Data-Lake-Zones_iteblog.pdf

Meshing About with Databricks_iteblog.pdf

Migrate-and-Modernize-your-Data-Plat-with-Confluent-and-Databricks_iteblog.pdf

Migrating-Complex-SAS-Processes-to-Databricks-Case-Study_iteblog.pdf

MLflow-Pipelines_Accelerating-MLOps-from-Development-to-Production_iteblog.pdf

MLOps-at-DoorDash_iteblog.pdf

Monitoring and Quality Assurance of Complex ML Deployments via Assertions_iteblog.pdf

Mosaic_A-Framework-for-Geospatial-Analytics-at-Scale_iteblog.pdf

Multimodal-Deep-Learning-Applied-to-E-commerce-Big-Data_iteblog.pdf

Near Real-Time Analytics with Event Streaming, Live Tables, and Delta Sharing_iteblog.pdf

Obfuscating-Sensitive-Ination-from-Spark-UI-and-Logs_iteblog.pdf

Open-Source-Powers-the-Modern-Data-Stack_iteblog.pdf

Opening-the-Floodgates_Enabling-Fast-Unmediated-End-User-Access-to-Trillion-Row-Datasets-with-SQL-Data-Warehouses_iteblog.pdf

Optimizing-Speed-and-Scale-of-User-Facing-Analytics-Using-Apache-Kafka-and-Pinot_iteblog.pdf

Polars_Blazingly Fast DataFrames in Rust and Python_iteblog.pdf

Power-to-the-SQL-People_Python-UDFs-in-DBSQL_iteblog.pdf

Powering Up the Business with a Lakehouse_iteblog.pdf

Practical Data Governance in a Large Scale Databricks Environment_iteblog.pdf

Predicting Repeat Admissions to Substance Abuse Treatment with Machine Learning_iteblog.pdf

Presto On Spark_A Unified SQL Experience_iteblog.pdf

Privacy-Preserving-Machine-Learning-and-Big-Data-Analytics-Using-Apache-Spark_iteblog.pdf

Productionizing Ethical Credit Scoring Systems with Delta Lake, Feature Store and MLFlow_iteblog.pdf

Protecting Personally Identifiable Ination (PII)_PHI Data in Data Lake via Column Level Encryption _iteblog.pdf

PySpark in Apache Spark 3.3 and Beyond_iteblog.pdf

Radical Speed on the Lakehouse_Photon Under the Hood_iteblog.pdf

Real-Time Search and Recommendation at Scale Using Embeddings and Hopsworks_iteblog.pdf

Real-Time-Cost-Reduction-Monitoring-and-Alerting_iteblog.pdf

Realize the Promise of Streaming with the Databricks Lakehouse Plat_iteblog.pdf

Recent-Parquet-Improvements-in-Apache-Spark_iteblog.pdf

Rethinking Orchestration as Reconciliation_Software-Defined Assets in Dagster_iteblog.pdf

Running a Low Cost, Versatile Data Management Ecosystem with Apache Spark at Core_iteblog.pdf

Scalable-XGBoost-on-GPU-Clusters_iteblog.pdf

Scaling AI Workloads with the Ray Ecosystem_iteblog.pdf

Scaling Your Workloads with Databricks Serverless_iteblog.pdf

Scaling-Deep-Learning-on-Databricks_iteblog.pdf

Scaling-ML-at-CashApp-with-Tecton_iteblog.pdf

Scaling-Privacy_Practical-Architectures-and-Experiences_iteblog.pdf

Security-Best-Practices-for-Lakehouse_iteblog.pdf

Self-Serve-Automated-and-Robust-CDC-pipeline-using-AWS-DMS-DynamoDB-Streams-and-Databricks-Delta_iteblog.pdf

Serverless-Kafka-and-Apache-Spark-in-a-Multi-Cloud-Data-Lakehouse-Architecture_iteblog.pdf

Serving-Near-Real-Time-Features-at-Scale_iteblog.pdf

Setting-up-On-Shelf-Availability-Alerts-at-Scale-with-Databricks-and-Azure_iteblog.pdf

Simplify-Global-DataOps-and-MLOps-Using-Oktas-FIG-Automation-Library_iteblog.pdf

Simplifying Migrations to Lakehouse—the Databricks Way_iteblog.pdf

Smart Manufacturing_Real-time Process Optimization with Databricks_iteblog.pdf

So-Fresh-and-So-Clean_Learn-How-to-Build-Real-Time-Warehouses-on-Lakehouse_iteblog.pdf

Sound-Data-Engineering-in-Rust_From-Bits to-DataFrames_iteblog.pdf

Spark-Data-Source-V2-Perance-Improvement_Aggregate-Push-Down_iteblog.pdf

Spark-Inception_Exploiting-the-Apache-Spark-REPL-to-Build-Streaming-Notebooks_iteblog.pdf

Spline_Central-Data-Lineage-Tracking-Not-Only-For-Spark_iteblog.pdf

State-of-the-Art-Natural-Language-Processing-with-Apache-Spark-NLP_iteblog.pdf

Streaming-ML-Enrichment-Framework-Using-Advanced-Delta-Table-Features_iteblog.pdf

Survey-of-Production-ML-Tech-Stacks_iteblog.pdf

Technical-and-Tactical-Football-Analysis-Through-Data_iteblog.pdf

The Databricks Notebook_Front Door of the Lakehouse_iteblog.pdf

The-Modern-Metadata-Plat_What-Why-and-How_iteblog.pdf

The-Road-to-a-Robust-Data-Lake_0_iteblog.pdf

The-Semantics-of-Biology_Vaccine-and-Drug-Research-with-Knowledge-Graphs-and-Logical-Inferencing-on-Apache-Spark_teblog.pdf

Time-Series-Forecasting-with-PyCaret_iteblog.pdf

Tools for Assisted Apache Spark Version Migrations, From 2.1 to 3.2+_iteblog.pdf

Towards-Dynamic-Microstructure_The-Role-of-Machine-Learning-in-the-Next-Generation-of-Exchanges_iteblog.pdf

Turning-Big-Biology-Data-into-Insights-on-Disease_The-Power-of-Circulating-Biomarkers_iteblog.pdf

Turning-Fan-Data-Into-an-Asset_iteblog.pdf

UIMeta-A-10X-Faster-Cloud-Native-Spark-History-Server_iteblog.pdf

Unifying-Data-Science-and-Business_iteblog.pdf

Vision-AI_Animal-Health-Industry-Use-Cases-Using-Databricks-on-Azure_iteblog.pdf

What-to-Do-When-Your-Job-Goes-OOM-in-the-Night_Flowcharts_iteblog.pdf

X-FIPE_eXtended-Feature-Impact-for-Prediction-Explanation_iteblog.pdf

You-Have-BI-Now-What_ Activate-Your-Data_iteblog.pdf