Wed.Feb 07, 2024

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Simple Precision Time Protocol at Meta

Engineering at Meta

While deploying Precision Time Protocol (PTP) at Meta, we’ve developed a simplified version of the protocol (Simple Precision Time Protocol – SPTP), that can offer the same level of clock synchronization as unicast PTPv2 more reliably and with fewer resources. In our own tests, SPTP boasts comparable performance to PTP, but with significant improvements in CPU, memory, and network utilization.

Utilities 122
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5 Free Courses to Master Python for Data Science

KDnuggets

Want to learn Python to kickstart your career in data? Here are five free courses to help you master Python for data science.

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Health Care Outside of the Box

Cloudera

How enterprise-grade data management creates better and more efficient care. In the last few years, the acceptance of telehealth has become more widespread as patients and providers found they could maintain continuity through phone and video collaboration, instead of in-person visits. In many cases, a level of care that once required a drive to the clinic or hospital could be delivered over a mobile phone or laptop, with no travel and no waiting room.

Medical 104
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Welcome Noteable: Making Data Streaming Easier and More Approachable

Confluent

Confluent has hired many Noteable employees to help make application development easier for both Kafka and Flink developers.

Kafka 127
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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Sentiment Analysis in Python: Going Beyond Bag of Words

KDnuggets

This code based tutorial provides a brief introduction to Sentiment Analysis, a method used to predict emotions, similar to a digital psychologist.

Python 116
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Snowflake Improves Query Duration by 20% on Stable Workloads Since We Began Tracking the Snowflake Performance Index

Snowflake

Earlier this year at Snowflake Summit, we announced the public launch of the Snowflake Performance Index (SPI), an aggregate index for measuring real-world improvements in Snowflake performance experienced by customers over time. In this post, we provide our biannual update to showcase the latest improvements. The Snowflake performance philosophy Our product philosophy revolves around a continuous quest to enhance Snowflake performance, with a particular focus on refining the core database engin

SQL 82

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Will GenAI Replace Data Engineers? No — And Here’s Why. 

Monte Carlo

These days, keeping up with the latest advancements in GenAI is harder than saying “multimodal model.” It seems like every week some shiny new solution launches with the lofty promise of transforming our lives, our work, and the way we feed our dogs. Data engineering is no exception. Already in the wee months of 2024, GenAI is beginning to upend the way data teams think about ingesting, transforming, and surfacing data to consumers.

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Precisely Women in Technology: Meet Elizabeth

Precisely

The Precisely Women in Technology (PWIT) program was first established to create a space for women in the organization to come together. As the program has evolved throughout the years, more and more resources have become available to women such as mentorship opportunities on both sides; fireside chats with leaders; a book club; and, much more. Each month, a member from the network is selected to participate in a Q&A to share more about her experience as a woman in technology.

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Online Shopping Redefined: Predicting Shopper Behavior with Machine Learning

WeCloudData

Online Shopping Redefined: Predicting Shopper Behavior with Machine Learning The post Online Shopping Redefined: Predicting Shopper Behavior with Machine Learning appeared first on WeCloudData.

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Enhancing Efficiency: Robinhood’s Batch Processing Platform

Robinhood

Robinhood was founded on a simple idea: that our financial markets should be accessible to all. With customers at the heart of our decisions, Robinhood is lowering barriers and providing greater access to financial information and investing. Together, we are building products and services that help create a financial system everyone can participate in. … Authored by: Grace L., Chandra K. and Sreeram R. from Robinhood Data Infrastructure Robinhood adheres to a data-first philosophy.

Process 74
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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.