**Notes on Feature Preprocessing: The What, the Why, and the How** - Oct 26, 2018.

This article covers a few important points related to the preprocessing of numeric data, focusing on the scaling of feature values, and the broad question of dealing with outliers.

Tags: Data Preparation, Data Preprocessing, numpy, Python, scikit-learn, SciPy

**Top 20 Python Libraries for Data Science in 2018** - Jun 27, 2018.

Our selection actually contains more than 20 libraries, as some of them are alternatives to each other and solve the same problem. Therefore we have grouped them as it's difficult to distinguish one particular leader at the moment.

**Pages:** 1 2

Tags: Bokeh, Data Science, Keras, Matplotlib, NLTK, numpy, Pandas, Plotly, Python, PyTorch, scikit-learn, SciPy, Seaborn, TensorFlow, XGBoost

**Comparing Distance Measurements with Python and SciPy** - Aug 15, 2017.

This post introduces five perfectly valid ways of measuring distances between data points. We will also perform simple demonstration and comparison with Python and the SciPy library.

Tags: Clustering, K-means, Python, SciPy

**2 must-have tools for blazing fast Python performance** - Sep 15, 2016.

Intel has two must-have, highly optimized tools to help you get faster performance out of the box - with the least amount of effort.

Tags: Data Analytics, Intel, numpy, Python, SciPy

**KDnuggets™ News 16:n27, Jul 27: 5 Big Data Projects You Cant Overlook; Pokemon Go and Big Data; SAS vs R vs Python** - Jul 27, 2016.

5 Big Data Projects You Can No Longer Overlook; What Has Pokemon Got To Do With Big Data? 10 Great Talks From SciPy 2016; SAS vs R vs Python: Which Tool Do Analytics Pros Prefer?

Tags: Big Data, Pokemon, Python vs R, SAS, SciPy

**Interesting Things I Learned at SciPy 2016** - Jul 21, 2016.

Learn about some interesting projects featured at SciPy 2016, brought to you by an attendee who put in the work to bring you this great list of projects.

Tags: Austin, Python, Scientific Computing, SciPy, Sebastian Raschka, TX

**10 Great Talks From SciPy 2016** - Jul 20, 2016.

Here's a curated short list of interesting and insightful talks to watch from SciPy 2016 to help guide your search through the volume of great video material emerging from the conference.

Tags: Conference, Python, Scientific Computing, SciPy