## Introduction to AUC and Calibrated Models with Examples using Scikit-Learn

**15 Apr 2018** Inspired by a podcast episode by Linear Digressions, which talks about what AUC is and what it is not and why you need well calibrated models if you want to treat their outputs as probabilities.

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## Visualization Options for Jupyter Notebooks

**14 Apr 2018** Use pandas, numpy and matplotlib options for enhancing visualization in Jupyter notebooks.

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## Corda Framework Overview + Examples

**07 Apr 2018** Overview of the main concepts of the Corda framework for building decentralized applications based on Distributed Ledger Technology (DLT).

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## Similarity measures and distances: Basic reference and examples for data science practitioners

**10 Mar 2018** Measuring how far apart two points are is not as simple as you think and knowing how to use each can make predictive or exploratory models perform either very poorly or very well. Reference and examples including euclidean distance, manhattan distance, mahalanobis distance, etc.

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## Docstrings by Example: Documenting Python Code the Right Way

**24 Feb 2018** Examples to help you document your Python code using any of the commonly used docstring styles.

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## SAS Examples: Proc Univariate

**22 Feb 2018** Examples to help you use the SAS Univariate Procedure.

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## Crypto Asset Overview: Augur Project

**18 Feb 2018** Short overview with the least you need to know about the Augur project and the REP token.

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## Python Logging: Reference and Examples

**17 Feb 2018** Examples on how to setup and configure loggin in Python applications.

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## Crypto Asset Overview: RChain Cooperative (RHOC)

**16 Feb 2018** Short overview with the least you need to know about the RChain Cooperative.

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