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What is the ML Stack?

What is the ML Stack?

Add a data lake and a basic Machine Learning toolset to your data stack, and you can move from historical analysis into the world of predictive analytics to start mitigating problems proactively instead of reactively.

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Data Infrastructure
Eric Dodds

Eric Dodds

Senior Director of Product Strategy

by Eric Dodds

Guide to the Modern Data Stack: the Data Maturity Journey

Guide to the Modern Data Stack: the Data Maturity Journey

The modern data stack can be overwhelming. This simple framework places the tools of the modern stack in context of the data maturity journey to help you build the right stack for every stage.

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Data Infrastructure
Eric Omwega

Eric Omwega

VP of Marketing and Operations, RudderStack

by Eric Omwega

How We Reduced Startup Time by 80% With Webpack

How We Reduced Startup Time by 80% With Webpack

Learn how the RudderStack Engineering team improved developer experience, getting startup time down to 12 seconds from 5 minutes by using webpack to get rid of overhead from Typescript.

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Data Infrastructure
Aris Konstantoulas

Aris Konstantoulas

Software Engineer, RudderStack

by Aris Konstantoulas

Analytics Engineering vs. Data Engineering

Analytics Engineering vs. Data Engineering

In this post we explore how data engineering is changing as data tooling matures and new roles, like analytics engineering, emerge. Key takeaway: with Analytics Engineers & Data Engineers working together, data teams can do more than ever before.

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Data Infrastructure
Alex Dovenmuehle

Alex Dovenmuehle

Co-Founder at Big Time Data

by Alex Dovenmuehle

How RudderStack Core Enabled Us to Build Reverse ETL

How RudderStack Core Enabled Us to Build Reverse ETL

Building a tool for automated reverse ETL pipelines involves a number of unique technical challenges. Here Principal Engineer, Ranjeet Mishra, details how the foresight of our founding engineers made solving these much easier.

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Data Infrastructure
Ranjeet Mishra

Ranjeet Mishra

Principal Engineer

by Ranjeet Mishra

When To Build vs. Buy Data Pipelines

When To Build vs. Buy Data Pipelines

Every engineer faces the build vs. buy decision at some point. In this post, we highlight the tradeoffs you should consider when deciding to build or buy your data pipelines.

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Data Infrastructure
Benjamin Rogojan

Benjamin Rogojan

Seattle Data Guy, Data Science and Data Engineering Consultant

by Benjamin Rogojan

Data Modeling in the Warehouse for Data Engineers

Data Modeling in the Warehouse for Data Engineers

Expectations for data are higher than ever and come from a broad array of end users. These best practices will help you deliver better data products to your organization.

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Data Infrastructure
Benjamin Rogojan

Benjamin Rogojan

Seattle Data Guy, Data Science and Data Engineering Consultant

by Benjamin Rogojan

How Does The Data Lakehouse Enhance The Customer Data Stack?

How Does The Data Lakehouse Enhance The Customer Data Stack?

Data lakes and lakehouses are becoming fully-featured data warehouses, making them a natural fit as the storage and processing layer for customer data. Here, we outline the benefits these architectures deliver when used in your customer data stack.

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Data Infrastructure
Kostas Pardalis

Kostas Pardalis

Head of Developer Experience at RudderStack

by Kostas Pardalis

Refactoring RudderStack's JavaScript SDK for High-performance

Refactoring RudderStack's JavaScript SDK for High-performance

We recently introduced a new, optimized version of our JavaScript SDK. This post highlights the improvements we made, the trade-offs we considered, and the results of our work.

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Data Infrastructure
Sai kumar Battinoju

Sai kumar Battinoju

Lead Integrations Engineer

by Sai kumar Battinoju

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