python

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22 09, 2018

pydecisions — updated latest version 0.2.4 – A Python Library of management decision making techniques

2018-09-29T03:21:27+00:00

Link to this original article is present at: Medium   Blog In today’s world, we know the importance of taking logical decisions based on data. All major management and business decisions should be backed by data. Decades back, good managers rely on their intuition to [...]

pydecisions — updated latest version 0.2.4 – A Python Library of management decision making techniques 2018-09-29T03:21:27+00:00
10 08, 2018

Classification and Regression Evaluation Metrics — Part 2

2018-08-12T20:01:23+00:00

I have published an article Classification and Regression Evaluation Metrics — Part 2. In this Part2, 2 of the  regression evaluation metrics are explained - the Mean Absolute Error (MAE) and Mean Squared Error (MSE). Link https://medium.com/@balamurali_m/classification-and-regression-evaluation-metrics-part-2-bd5888876c4e The python code can be viewed at: https://gist.github.com/balamurali-m/34fbfa2726090841b173899e7d972e48 We need [...]

Classification and Regression Evaluation Metrics — Part 2 2018-08-12T20:01:23+00:00
10 08, 2018

Classification and Regression Evaluation Metrics — Part 1

2018-08-12T20:02:49+00:00

I have published an article Classification and Regression Evaluation Metrics — Part 1. In this Part1, some of the  classification evaluation metrics are explained. Link https://medium.com/@balamurali_m/classification-and-regression-evaluation-metrics-part-1-17e6efbe3bf4 The python code can be viewed at: https://gist.github.com/balamurali-m/3fd696b1a3e53341a6442cb020c79de6 We need to evaluate our machine learning algorithms with the help of various [...]

Classification and Regression Evaluation Metrics — Part 1 2018-08-12T20:02:49+00:00
9 08, 2018

Markov Chain: Simple example with Python

2018-08-12T20:04:06+00:00

I have published an article Markov Chain: Simple example with Python in medium. Link https://medium.com/@balamurali_m/markov-chain-simple-example-with-python-985d33b14d19 The python code can be viewed at: https://gist.github.com/balamurali-m/76bba013deace4fff9e2805b8bcab55f https://gist.github.com/balamurali-m/d7a42ab2e477c41af74ce145f0c23989 A Markov process is a stochastic process that satisfies Markov Property. Markov process is named after the Russian Mathematician Andrey Markov. Markov [...]

Markov Chain: Simple example with Python 2018-08-12T20:04:06+00:00
7 08, 2018

Normal Distribution (with Python)

2018-08-12T20:08:23+00:00

I have published my article Normal Distribution (with python)  in medium. Link https://medium.com/@balamurali_m/normal-distribution-with-python-793c7b425ef0 The python code can be viewed at: Normal Distribution https://gist.github.com/balamurali-m/692c973e4e4804754352e9f5679592e7 Standard Normal Distribution https://gist.github.com/balamurali-m/562f3f187d5d7cc7692de71dfd7f1120 A Normal Distribution (Gaussian) is a continuous probability distribution. The normal distribution is sometimes referred to as a bell curve. [...]

Normal Distribution (with Python) 2018-08-12T20:08:23+00:00