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Bridging the Gap: New Datasets Push Recommender Research Toward Real-World Scale

KDnuggets

Spotify Million Playlist Released for RecSys 2018, this dataset helps analyze short-term and sequential listening behavior. Yelp Open Dataset Contains 8.6M reviews, but coverage is sparse and city-specific. Valuable for local business research, yet not optimal for large-scale generalizable models.

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AI Agents in Analytics Workflows: Too Early or Already Behind?

KDnuggets

BI Dashboards Everywhere After 2018, a new shift happened. Data Exploration with LLMs Consider this data project: Black Friday purchases. Here is the link to this data project: [link] Visit, download the dataset, and upload it to ChatGPT. And we did everything by using a real-life data project. This was the new standard.

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10 Real World Data Science Case Studies Projects with Example

ProjectPro

Begin Your Big Data Journey with ProjectPro's Project-Based PySpark Online Course ! Walmart Sales Forecasting Project uses historical sales data for 45 Walmart stores located in different regions. Each store contains many departments, and you must build a model to project the sales for each department in each store.

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Uber’s engineering level changes

The Pragmatic Engineer

Uber’s engineering leadership decided to bisect the level into L5A and L5B, where L5A mapped to what most of Big Tech calls “senior engineer” (getting complex, team-level projects done), and L5B was closer to what the tech industry usually expects of staff engineers (complex, cross-team-level projects.)

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5 Early Indicators Your Embedded Analytics Will Fail

In this White Paper, Logi Analytics has identified 5 tell-tale signs your project is moving from “nice to have” to “needed yesterday.". Many application teams leave embedded analytics to languish until something—an unhappy customer, plummeting revenue, a spike in customer churn—demands change. But by then, it may be too late.

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Did Automattic commit open source theft?

The Pragmatic Engineer

Automattic is the VC-funded company behind WordPress, the largest ongoing contributor to the project, as well as the company that controls the commercial WordPress trademark. WP Engine raised $250M in private equity funding in 2018 from Silver Lake Partners. OpenAI’s impossible business projections.  According

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Open source business model struggles at WordPress

The Pragmatic Engineer

  Heavy development investment:  Automattic – a VC-funded company founded by Matt Mullenweg – is the largest contributor to Wordpress, paying  more than 100 staff  to work full-time on the project.  A company that raised $250M of funding from Silver lake Partners in 2018.

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New Study: 2018 State of Embedded Analytics Report

Why do some embedded analytics projects succeed while others fail? We surveyed 500+ application teams embedding analytics to find out which analytics features actually move the needle. Read the 6th annual State of Embedded Analytics Report to discover new best practices. Brought to you by Logi Analytics.