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May 13 · Issue #239 · View online |
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Our pick this week is a deep dive into creating a recommendation system, from EDA to MLOps. We also have a piece on a new open-source database optimized for continuous performance profiling, and a model for NFT pricing. Stay healthy!
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Implementing an Enterprise Recommendation System | by AJ Gadgil | May, 2022 | Towards Data Science
An end-to-end look at implementing a “real world” content-based recommendation system.
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Build a big data Lambda architecture for batch and real-time analytics using Amazon Redshift | Amazon Web Services
An example using vehicle telemetry data to illustrate using Redshift Streaming Ingestion to connect with Kinesis Data Firehose.
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The 7 Best E-Commerce Integrations and APIs | Integrate.io
For your online store to succeed, you’ll need the help of a wide range of third-party software applications that do everything from inventory management to helping with customer support. Here are the 7 best APIs for your business. [Sponsored]
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Introducing arcticDB: A database for Observability
Continuous profiling needed a columnar database, so the articDB team built one.
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GitHub - dbgate/dbgate: Database manager for MySQL, PostgreSQL, SQL Server, MongoDB, SQLite and others. Runs under Windows, Linux, Mac or as web application
dbgate is a database manager for MySQL, PostgreSQL, SQL Server, MongoDB, SQLite and others. It runs under Windows, Linux, Mac or as web application.
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Modeling NFT Prices with Smoothed Isotonic Regression | by Wall St Fam | May, 2022 | Medium
How viberater.io prices NFTs based on traits and current market conditions.
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Chi-Square Distribution Simply Explained | by Egor Howell | May, 2022 | Towards Data Science
Building on an earlier article on the Gamma Distribution, Egor explains a special case of that distribution, the Chi-Square.
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10 Common Data Visualization Pitfalls to Avoid | by Yanisa Treesak | Agoda Engineering & Design | May, 2022 | Medium
A wide-ranging catalogue of common data visualization mistakes.
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Goodbye Scatterplot, Welcome Binned Scatterplot | by Matteo Courthoud | May, 2022 | Towards Data Science
An alternative to regular scatterplots when that workhorse is too noisy to be informative.
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Building the future of AB testing at carwow | by Analytics and Data Science @ carwow | May, 2022 | Medium
How carwow, an online car sale platform, modernized their homegrown A/B testing infrastructure.
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Jeevansathi Data Lake: Building Blocks & Architecture | by Jeevansathi Engineering | May, 2022 | Medium
Jeevansathi is the top Indian marital portal. This piece explains their data lake architecture and how they leverage it for different portal functions.
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