The Bias v.s. Variance Tradeoff
Reading Time: < 1 minute All posts in the series: Linear Regression Logistic Regression Neural Networks The Bias v.s. Variance Tradeoff Support Vector Machines K-means… Read More »The Bias v.s. Variance Tradeoff
Python
Pythonic Logistic Regression
Reading Time: < 1 minute All posts in the series: Linear Regression Logistic Regression Neural Networks The Bias v.s. Variance Tradeoff Support Vector Machines K-means… Read More »Pythonic Logistic Regression
Pythonic Linear Regression
Reading Time: < 1 minute All posts in the series: Linear Regression Logistic Regression Neural Networks The Bias v.s. Variance Tradeoff Support Vector Machines K-means… Read More »Pythonic Linear Regression
Predict physical and chemical properties of soil using spectral measurements
Reading Time: 2 minutes Check out on NBViewer the work I’ve done with Pandas, Scikit-Learn, Matplotlib wrapped up in IPython about predicting physical and… Read More »Predict physical and chemical properties of soil using spectral measurements
PiPad – How to build a tablet with a Raspberry Pi
Reading Time: 7 minutes The Project When I stepped into the Raspberry Pi for the first time on the web I immediately started thinking… Read More »PiPad – How to build a tablet with a Raspberry Pi
Stock Trading Algorithm on top of Market Event Study
Reading Time: 7 minutes This post is the result of the first six weeks of class from the Computational Investing course I’m currently following on Coursera.… Read More »Stock Trading Algorithm on top of Market Event Study
Community Detection in Social Networks
Reading Time: 5 minutes In this post I would like to share a very basic approach to Community Detection in Social Networks. I came… Read More »Community Detection in Social Networks
Image Text Recognition in Python
Reading Time: 8 minutes In this post I’m going to summarize the work I’ve done on Text Recognition in Natural Scenes as part of… Read More »Image Text Recognition in Python
Part VI – Trading Algorithm and Portfolio Performance
Reading Time: 5 minutes Index Introduction and Discussion of the Problem Feature Generation Classification Algorithms Feature/Model Selection Results on Test Set Trading Algorithm and… Read More »Part VI – Trading Algorithm and Portfolio Performance
Part V – Results on Test Set
Reading Time: 4 minutes Index Introduction and Discussion of the Problem Feature Generation Classification Algorithms Feature/Model Selection Results on Test Set Trading Algorithm and… Read More »Part V – Results on Test Set
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