KDnuggets™ News 21:n03, Jan 20: KMeans 8x faster, 27x lower error than Scikitlearn in 25 lines; Essential Math for Data Science: Information Theory
Here is a clever method of getting KMeans 8x faster, 27x lower error than Scikitlearn; Understand information theory you need for Data Science; Learn how to do cleaner data analysis with pandas using pipes; What are the four jobs of the data scientist? and more
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Here is a clever method of getting KMeans 8x faster, 27x lower error than Scikitlearn; Understand information theory you need for Data Science; Learn how to do cleaner data analysis with pandas using pipes; What are the four jobs of the data scientist? and more
Features
 KMeans 8x faster, 27x lower error than Scikitlearn in 25 lines
 Essential Math for Data Science: Information Theory
 Cleaner Data Analysis with Pandas Using Pipes
 Build a Data Science Portfolio that Stands Out Using These Platforms
 The Four Jobs of the Data Scientist
 My Data Science Learning Journey So Far
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 Data Science and Analytics Career Trends for 2021
 Snowflake and Saturn Cloud Partner To Bring 100x Faster Data Science to Millions of Python Users
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 Graph Representation Learning: The Free eBook
 Microsoft Uses Transformer Networks to Answer Questions About Images With Minimum Training
 Comprehensive Guide to the Normal Distribution
 Data Cleaning and Wrangling in SQL
 Unsupervised Learning for Predictive Maintenance using AutoEncoders
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 How I Got 4 Data Science Offers and Doubled my Income 2 Months After Being Laid Off
 Can Data Science Be Agile? Implementing Best Agile Practices to Your Data Science Process
 8 New Tools I Learned as a Data Scientist in 2020
 The Best Tool for Data Blending is KNIME
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KMeans 8x faster, 27x lower error than Scikitlearn in 25 lines
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