- Explainable AI or Halting Faulty Models ahead of Disaster - Mar 27, 2019.
A brief overview of a new method for explainable AI (XAI), called anchors, introduce its open-source implementation and show how to use it to explain models predicting the survival of Titanic passengers.
AI, Explainable AI, Kaggle, LIME, Titanic, XAI
- Decision Trees: A Disastrous Tutorial - Sep 15, 2016.
Get a concise overview of decision trees here, one of the most used KDnuggets reader algorithms as measured in a recent poll.
Algobeans, Decision Trees, Titanic
- Would You Survive the Titanic? A Guide to Machine Learning in Python Part 3 - Jul 27, 2016.
This is the final part of a 3 part introductory series on machine learning in Python, using the Titanic dataset.
Pages: 1 2
Kaggle, Machine Learning, Python, Titanic
- Would You Survive the Titanic? A Guide to Machine Learning in Python Part 2 - Jul 26, 2016.
This is part 2 of a 3 part introductory series on machine learning in Python, using the Titanic dataset.
Pages: 1 2
Machine Learning, Python, Titanic
- Would You Survive the Titanic? A Guide to Machine Learning in Python Part 1 - Jul 25, 2016.
Check out the first of a 3 part introductory series on machine learning in Python, fueled by the Titanic dataset. This is a great place to start for a machine learning newcomer.
Machine Learning, Python, scikit-learn, Titanic
- Doing Data Science: A Kaggle Walkthrough Part 1 – Introduction - May 19, 2016.
This is the first post in a fantastic 6 part series covering the process of data science, and the application of the process to a Kaggle competition. Very thorough, and very insightful.
Kaggle, Machine Learning, Python, Titanic
