From Data Analysis with Python and PySpark by Jonathan Rioux
This chapter covers using transformer and estimators to prepare data into ML features.
An excerpt from Julia as a Second Language by Erik Engheim
This article covers:
What type of problems Julia solves.
The limits of statically-typed languages.
Why the world needs a fast dynamically-typed language.
How Julia increases programmer productivity.
Read it if you’re interested in the Julia language and its strengths and weaknesses.
From Data Science Bookcamp by Leonard Apeltsin
This 3-part article series covers:
Clustering data by centrality
Clustering data by density
Trade-offs between clustering algorithms
Executing clustering using the scikit-learn library
Iterating over clusters using Pandas
From Data Science Bookcamp by Leonard Apeltsin
This 3-part article series covers:
Clustering data by centrality
Clustering data by density
Trade-offs between clustering algorithms
Executing clustering using the scikit-learn library
Iterating over clusters using Pandas
From Data Science Bookcamp by Leonard Apeltsin
This 3-part article series covers:
Clustering data by centrality
Clustering data by density
Trade-offs between clustering algorithms
Executing clustering using the scikit-learn library
Iterating over clusters using Pandas
From Data Analysis with Python and PySpark by Jonathan Rioux
This article covers
· Using pandas Series UDF to accelerate column transformation compared to Python UDF.
· Addressing the cold start of some UDF using Iterator of Series UDF.
From Data Analysis with Python and PySpark by Jonathan Rioux
This article covers
· Using pandas Series UDF to accelerate column transformation compared to Python UDF.
· Addressing the cold start of some UDF using Iterator of Series UDF.
From Pandas Workout by Reuven Lerner
This article discusses cleaning data to use with Pandas.
From Data Analysis with Python and PySpark by Jonathan Rioux
This article covers window functions and the kind of data transformation they enable.
In case you missed it, here is Jike Chong and Yue Cathy Chang’s live Twitch coding stream recap. For more, check out the book: How to Lead in Data Science. For more live coding streams, subscribe to Manning’s Twitch channel… Continue Reading →