Money for nothing and the algos for (almost) free

Submitted by Xilodyne on Sun, 05/21/2017 - 10:39

I've been regularly monitoring the machine learning job postings on upwork.com and absolutely love some of the requests coming through, especially those focusing on stock picking or FX (forex / currency exchange) prediction.  And they want it cheap.  Which begs the question that if you had the ability to create a learning algorithm that could make stock predictions and you could make money on it, would you really sell it to someone for $100?

Here's a typical one:

How to choose a machine learning algorithm

Submitted by Xilodyne on Tue, 04/04/2017 - 14:09

In my udacity machine learning class I was confronted with this list of Supervised Learning Models (lots of information here) from scikit-learn:

  • Gaussian Naive Bayes (GaussianNB)
  • Decision Trees
  • Ensemble Methods (Bagging, AdaBoost, Random Forest, Gradient Boosting)
  • K-Nearest Neighbors (KNeighbors)
  • Stochastic Gradient Descent Classifier (SGDC)
  • Support Vector Machines (SVM)
  • Logistic Regression