Category Archives: Blog/Updates
Seed AI: Are we there yet? How do we make one and should we?
Seed AI, what is it, how to make one and should we make one? Continue reading
Artificial Intelligence: Using AI to Evaluate the Stockmarket – The Lack of Failing Data
Over the last 6-7 months, I have created an algorithm that had an accuracy as high as 97 % over 80 stockmarket/commodity trades using CFD. During that time I managed to achieve 700% profit. This was an amazing feat, and … Continue reading
Machine Learning: K-Means Cluster Analysis using Python – Alcohol intake based on physical and social attributes
Plotting data on the graph is like looking at a bunch of stars. They all look the same and the data is difficult to interpret. What if there was a method to colour the stars? Cluster analysis groups observations into … Continue reading
Machine Learning: Lasso Regression using Python – Alcohol intake based on physical and social attributes
Lasso regression (AKA Penalized regression method) is often used to select a subset of variables. It is a supervised machine learning method which stands for “Least Absolute Selection and Shrinkage Operator”. The shrinkage process identifies the variables most strongly associated … Continue reading
Machine Learning: Random Forests using Python – Alcohol intake based on physical and social attributes
The decision tree in the previous posts is useful in exploring how variables can predict a particular target or response.However, small changes in data can lead to different results. Like decision trees, Random Forests also assesses variables with respect to … Continue reading
Machine Learning: Making Decision Trees using Python – Adolescent Sex and Parenting
A decision tree can predict a particular target or response. The decision tree below was made by me using machine learning to test against several relationships which can be found in the National Longitudinal Study of Adolescent Health survey performed … Continue reading
Crypto”currencies”: A commodity, not a currency
Bitcoin, Ethereum, ETC, Ripple, Litecoin and Dash, which one should you invest in and why? The truth is there is no right answer as the answer will change depending on when these commodities become overvalued/appreciated. Anytime is a … Continue reading