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SF Data Weekly - Airbnb Search, Netflix's Recommenders, Kafka & Datalog, Spark's Core Concepts

November 12 · Issue #93 · View online
SF Data Weekly
Our Pick
Overcome Your Biases with Data
Data Pipelines
How to Work with Apache Kafka in Your Spring Boot Application
Build More Reliable and Secure Windows Services Using Amazon Kinesis Agent for Microsoft Windows | AWS Open Source Blog
Data pipeline with Kinesis engine.
Spark Study Notes: Core Concepts Visualized | Noteworthy
Spark deployment mode YARN-client (left) and YARN-cluster (right)
Data Storage
KDatalog: Kafka as a Datalog Engine
How to Integrate Azure Functions with MongoDB | MongoDB
Processing highly connected Data using Azure Cosmos DB and Gremlin 🚀
Vertices and Edges visualized by the Cosmos DB Data Explorer.
Data Analysis
Applying Deep Learning To Airbnb Search | Airbnb Engineering & Data Science
System Architectures for Personalization and Recommendation
Overall system diagram for recommendation systems
Understanding Amazon SageMaker Notebook Instance Networking Configurations and Advanced Routing Options
Customer attached VPC with direct internet access.
Data Visualization
Using 3D Visualizations to Tune Hyperparameters of ML Models with Python
3D visualization of grid search results.
Data-driven Products
Advanced Sports Visualization with Pandas, Matplotlib and Seaborn
Data Engineering Jobs
Data Engineer - OpenAI
If you want to post a job for your company, you can do it here.
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