Tag - Let's

5 Machine Learning Projects You Can No Longer Overlook, May

In this month's installment of Machine Learning Projects You Can No Longer Overlook, we find some data preparation and exploration tools, a (the?) reinforcement learning "framework," a new automated machine learning library, and yet another distribut...

5 Things to Know About A/B Testing

This article presents 5 things to know about A/B testing, from appropriate sample sizes, to statistical confidence, to A/B testing usefulness, and more. By Matthew Mayo, KDnuggets. comments An A/B test is a randomized experiment, in which the "A" and...

Automated Machine Learning vs Automated Data Science

Just by adding the term "automated" in front of these 2 separate, distinct concepts does not somehow make them equivalent. Machine learning and data science are not the same thing. By Matthew Mayo, KDnuggets. comments Automated machine learning is co...

Basic Statistics in Python: Descriptive Statistics

This article covers defining statistics, descriptive statistics, measures of central tendency, and measures of spread. This article assumes no prior knowledge of statistics, but does require at least a general knowledge of Python. comments By Christi...

Generating Text with RNNs in 4 Lines of Code

Want to generate text with little trouble, and without building and tuning a neural network yourself? Let's check out a project which allows you to "easily train your own text-generating neural network of any size and complexity on any text dataset w...

KDnuggets A Gentle Introduction to Bloom Filter

The Bloom Filter is a probabilistic __data structures. They are very similar to hashtables; they are used exclusively membership existence in a set. However, they have a very powerful property which allows to make trade-off between space and false-po...

KDnuggets Ten Ways Your Data Project is Going to Fail

Many companies seem to go through a pattern of hiring a data science team only for the entire team to quit or be fired around 12 months later. Why is the failure rate so high? comments By Martin Goodson, Data Science Strategist. Introduction Data sci...

Ten Ways Your Data Project is Going to Fail

Many companies seem to go through a pattern of hiring a comments By Martin Goodson, This talk is based on conversations I've had with many senior data scientists over the last few years. Many companies seem to go through a pattern of hiring a data sc...