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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?

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Microsoft Certifications to retire in 2020

Data Science 101

Since late 2018, Microsoft has been pushing more role-based certifications. Specifically, for the former MCSE – Data Management & Analytics certification, Microsoft now recommends the following role-based certifications. Microsoft has been working hard to keep the data science role-based certification up-to-date.

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3 Takeaways from Gartner’s 2018 Data and Analytics Summit

DataRobot Blog

These modern tools will auto-profile the data, detect joins and overlaps, and offer recommendations. With AI infused throughout, the industry is moving towards a place where data analytics is far less biased, and where citizen data scientists will have greater power and agility to accomplish more in less time.

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Predict football punt and kickoff return yards with fat-tailed distribution using GluonTS

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The player tracking data contains the player’s position, direction, acceleration, and more (in x,y coordinates). There are around 3,000 and 4,000 plays from four NFL seasons (2018–2021) for punt and kickoff plays, respectively. The data distribution for punt and kickoff are different.

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Machine Learning Engineering in the Real World

ODSC - Open Data Science

This is understandable: a report by PwC in 2018 suggested that 30% of UK jobs will be impacted by automation by the 2030s Will Robots Really Steal Our Jobs? It includes your data for training, your results from running your models, your artifacts, and important metadata. We can also consider this as including your stored code.

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The 2025 U.S. Data Job Market: A Case Study in AI Disruption and International Talent Strategy

Towards AI

This period was characterized by digital transformation initiatives across industries, early adoption of AI technologies, and an increasing recognition of the value that data-driven decision making brings to organizations of all sizes. Figure 1: Global Data Market Size Growth (20182025). The market is projected to reach $178.5