Jobs which are most susceptible to automation

Jobs which are most susceptible to automation

Posted on Leave a commentPosted in Business, Data Analysis Resources

Throughout history, the technological advances have raised fears that traditional jobs will become obsolete. In this post, I find out the jobs which are most susceptible to automation. Elon Musk told the National Governors Association: “There certainly will be job disruption. Because what’s going to happen is robots will be able to do everything better […]

Machine Learning Algorithms

10 groups of Machine Learning Algorithms

Posted on Leave a commentPosted in Data Analysis Resources, Machine Learning, Predictive Analysis

In this article, I grouped some of the popular machine learning algorithms either by learning or problem type. There is a brief description of how these algorithms work and their potential use case. Regression How it works: A regression uses the historical relationship between an independent and a dependent variable to predict the future values […]

countvectorizer sklearn example

Countvectorizer sklearn example

Posted on 1 CommentPosted in Data Analysis Resources, Machine Learning, scikit-learn

This countvectorizer sklearn example is from Pycon Dublin 2016. For further information please visit this link. The dataset is from UCI. In [2]: messages = [line.rstrip() for line in open(‘smsspamcollection/SMSSpamCollection’)] In [3]: print (len(messages)) 5574 In [5]: for num,message in enumerate(messages[:10]): print(num,message) print (‘\n’) 0 ham Go until jurong point, crazy.. Available only in bugis n great world la e […]