KDnuggets™ News 21:n03, Jan 20: K-Means 8x faster, 27x lower error than Scikit-learn in 25 lines; Essential Math for Data Science: Information Theory
Here is a clever method of getting K-Means 8x faster, 27x lower error than Scikit-learn; 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 K-Means 8x faster, 27x lower error than Scikit-learn; 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
K-Means 8x faster, 27x lower error than Scikit-learn 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
News
- Data Science and Analytics Career Trends for 2021
- Snowflake and Saturn Cloud Partner To Bring 100x Faster Data Science to Millions of Python Users
Tutorials, Overviews
- 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 Auto-Encoders
Opinions
- 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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- You can post a free short entry on KDnuggets jobs page for an industry or academic job related to AI, Big Data, Data Science, or Machine Learning, email - see details at kdnuggets.com/jobs
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K-Means 8x faster, 27x lower error than Scikit-learn in 25 lines
