WinVector LLC @WinVectorLLC
#DataScience and #R consulting and training by John Mount and Nina Zumel. https://t.co/aWnW4SHisP and blog https://t.co/aPPH3GpCsM win-vector.com San Francisco, CA Joined April 2013-
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I would like to share a new article on some of the methods and pitfalls of time series forecasting win-vector.com/2023/05/07/a-t… #TimeSeries #rstats #Statistics #DataScience #Analytics
The Sell ∀ ∃ as ∃ ∀ Scam win-vector.com/2023/04/22/the… #ai #machinelearning #deeplearning
Dr. Nina Zumel just shared a nice Pandas/Polars Rosetta Stone. The common needed data wrangling operations in Pandas and Polars. This can help with the data wrangling in your projects. Please check it out github.com/WinVector/Exam… #pydata #pandas #polars #datascience #Python
The standard method to estimated an expected value is to use the average from a sample. When we know something about how the data is grouped, you can do better. Please check it out: win-vector.com/2023/04/02/doi… #python #data #pydata #datascience #statistics
How much data do you need for a data science project? youtu.be/j-FqGy8clxg
Bounding Excess Generalization Error for Linear Regression Models win-vector.com/2023/03/16/bou… #statistics #datascience
Having some fun with a short lecture on using the decomposition of regression problems (predicting numbers) into a function plus error or residuals. youtu.be/UgB6b-E5MqE #statistics #datascience
Thinking About Linear Regression win-vector.com/2023/03/12/thi… #statistics #datascience #rstats #pydata
Data Algebra now fully support Polars for data engineering. win-vector.com/2022/12/22/dat… #dataengineering #pydata #Polars #DataScience
The whole purpose of this account has been to try to drive traffic to the Win Vector blog win-vector.com/blog-2/ . I admit I haven't kept that. But if that is no going to be allowed ...
Touching the 3rd Rail of Data Science: “R or Python?” (including my own myopic benchmark) win-vector.com/2022/12/13/tou… #rstats #pydata #datascience #datatable #polars
Hi, #polars Peeps, would please love some help with aggregating strings in Python Polars. I have an open question here: "How to get max string per group in Polars?" (works for numbers, not for strings) stackoverflow.com/q/74763636/690…
I am starting to experiment with a the Polars data frame library in Python. In fact I have started development on a data algebra to Polars adapter. Please check out my initial notes and experiment here: win-vector.com/2022/12/07/exp… #python #pydata #datascience #polars
Couldn't resist trying to reproduce @__mharrison__ 's brilliant Pandas example in the data algebra: github.com/WinVector/data… #pandas #pydata
Once you understand the common patterns in Pandas, you piece them together to build up powerful analytics quickly! 🐼🤯
A former Twitter employee wrote an essay about safety but didn't take responsibility for the targeted harassment directed at women of color that occurred under his watch. Prior to Elon, accounts were created to target VP Harris and Meghan Markle, and Twitter was like, "meh."
Forget about video games and music. Read this as a tech contractor: medium.com/@mickgordon/my…

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