Wed.Jan 11, 2023

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KDnuggets News, January 11: Python Matplotlib Cheatsheets • More Data Science Cheatsheets • Data Science & Machine Learning Developments of 2022

KDnuggets

Key Data Science, Machine Learning, AI and Analytics Developments of 2022 • Python Matplotlib Cheat Sheets • More Data Science Cheatsheets • Free Data Management with Data Science Learning with CS639 • Data-Driven Holiday Cheer: How Santa is Using Analytics to Make the Season Bright.

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Databricks Power BI Connector Now Supports Native Query

databricks

This is a collaborative post from Databricks and Microsoft. We thank Mahesh Prakriya (Director in Intelligence Platform, Microsoft) and Bob Zhang (Sr. Technical.

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RAPIDS cuDF for Accelerated Data Science on Google Colab

KDnuggets

GPU-accelerated dataframe library that implements the familiar pandas API for processing and analyzing your data.

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Introducing FreshBI’s Restoration Pro Pocket Dash

FreshBI

The North American restoration industry is a multi-billion dollar a year business. Increases in natural disasters, an aging population, and growing awareness of indoor air quality are among the many factors contributing to the projected industry growth rates over the years to come. And, as the demand for restoration services continues to grow, so does the competition.

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Beyond the Basics of A/B Tests: Innovative Experimentation Tactics You Need to Know as a Data or Product Professional

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Topic Modeling Approaches: Top2Vec vs BERTopic

KDnuggets

This post gives an overview of the strengths and differences of these approaches in extracting topics from text.

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What It Means to Create an Award-Winning Workplace

Ascend.io

We are thrilled to announce that we have been named one of the “Best Places to Work” by Built In for 2023 ! Being listed as a top employer is a true honor. We are proud to be recognized for the work and dedication of our talented team as we build a best-in-class culture. At Ascend, we are driven by our core values of “Evolve with Invent”, “One Team, One Dream”, “Build for 10x, Plan for 100x”, and “I Got It!

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More Trending

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Using Elasticsearch to Offload Search and Analytics from DynamoDB

Rockset

Analytics on DynamoDB Engineering teams often need to run complex filters, aggregations and text searches on data from DynamoDB. However, DynamoDB is an operational database that is optimized for transaction processing and not for real-time analytics. As a result, many engineering teams hit limits on analytics on DynamoDB and look to alternative options.

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Haskell at Work

Tweag

A common (mis)conception about Haskell is that there is not enough entry-level educational material and therefore it is hard to learn. As the 2022 State of Haskell Survey highlighted, one of the most desired improvements to the whole ecosystem is better documentation and learning material. That issue can only be addressed with great effort. For this reason, many contributions are necessary to tackle the problem from several angles.

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Data Governance Trends for 2023

Precisely

In today’s highly digitized world, data is a strategic asset. It’s no longer sufficient to extract value from your data opportunistically. To remain competitive, you must proactively and systematically pursue new ways to leverage data to your advantage. As the value of data reaches new highs, the fundamental rules that govern data-driven decision-making haven’t changed.