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- A Tutorial on Hidden Markov Model with a Stock Price Example - Part 1
- A Tutorial on Hidden Markov Model with a Stock Price Example â€“ Part 2
- Hidden Technical Debt of Machine Learning - Play Now Pay Later
- Gaussian Mixture Model with Application to Anomaly Detection
- Two Ways to Perform Linear Regression in Python with Numpy and Scikit-Learn
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# Category Archives: Machine Learning

## Hidden Technical Debt of Machine Learning – Play Now Pay Later

Last week I was lucky enough to attend the Strata Conference London 2017 for one day. The venue and the event are impressive in scale, participants and content. The quality of tutorials and talks, in general, was very good, and … Continue reading

Posted in Machine Learning
Tagged Data science, Machine Learning

## (Jan-17) Did You Know That?

A brand new idea for my blog in 2017 is a monthly Did You Know That digest where I am going to share with you m things (where m<=3) that I recently learnt and found to be useful. I am … Continue reading

Posted in Home, Machine Learning
Tagged Machine Learning, python, scikit-learn

## Data Analytics Models in Quantitative Finance and Risk Management

Sharing a KDNuggets article on some examples of how PCA, Monte Carlo and linear regression are used in quantitative finance and risk management: Source: Data Analytics Models in Quantitative Finance and Risk Management

Posted in Home, Machine Learning
Tagged Data science, Machine Learning

## Going from Sum of Squared Errors to the Maximum Likelihood

Greetings, my blog readers! In this post I will tackle the link between the cost function and the maximum likelihood hypothesis. The idea for this post came to me when I was reading Python Machine Learning by Sebastian Raschka; the … Continue reading

Posted in Home, Machine Learning
Tagged logistic regression, Machine Learning, maximum likelihood

## It is all in the Optimization Function

At one of the meetups on data science I recently attended, a question about when AI would reach the level of human thinkingÂ was posed. I was surprised to see people raising hands in response to a year of 2030, 2045, … Continue reading

Posted in Machine Learning
Tagged AI, Machine Learning